handbook of latent variable and related models



Irini Moustaki Latent Variable Models and Factor Analysis. A Unified Approach Irini Moustaki Latent Variable Models and Factor Analysis. A Unified Approach Новинка

Irini Moustaki Latent Variable Models and Factor Analysis. A Unified Approach

6928.48 руб. или Купить в рассрочку!
Latent Variable Models and Factor Analysis provides a comprehensive and unified approach to factor analysis and latent variable modeling from a statistical perspective. This book presents a general framework to enable the derivation of the commonly used models, along with updated numerical examples. Nature and interpretation of a latent variable is also introduced along with related techniques for investigating dependency. This book: Provides a unified approach showing how such apparently diverse methods as Latent Class Analysis and Factor Analysis are actually members of the same family. Presents new material on ordered manifest variables, MCMC methods, non-linear models as well as a new chapter on related techniques for investigating dependency. Includes new sections on structural equation models (SEM) and Markov Chain Monte Carlo methods for parameter estimation, along with new illustrative examples. Looks at recent developments on goodness-of-fit test statistics and on non-linear models and models with mixed latent variables, both categorical and continuous. No prior acquaintance with latent variable modelling is pre-supposed but a broad understanding of statistical theory will make it easier to see the approach in its proper perspective. Applied statisticians, psychometricians, medical statisticians, biostatisticians, economists and social science researchers will benefit from this book.
Advances in Latent Variable Mixture Models (PB) Advances in Latent Variable Mixture Models (PB) Новинка

Advances in Latent Variable Mixture Models (PB)

The current volume, Advances in Latent Variable Mixture Models, contains chapters by all of the speakers who participated in the 2006 CILVR conference, providing not just a snapshot of the event, but more importantly chronicling the state of the art in latent variable mixture model research. The volume starts with an overview chapter by the CILVR conference keynote speaker, Bengt Muthén, offering a "lay of the land" for latent variable mixture models before the volume moves to more specific constellations of topics. Part I, Multilevel and Longitudinal Systems, deals with mixtures for data that are hierarchical in nature either due to the data's sampling structure or to the repetition of measures (of varied types) over time. Part II, Models for Assessment and Diagnosis, addresses scenarios for making judgments about individuals' state of knowledge or development, and about the instruments used for making such judgments. Finally, Part III, Challenges in Model Evaluation, focuses on some of the methodological issues associated with the selection of models most accurately representing the processes and populations under investigation. It should be stated that this volume is not intended to be a first exposure to latent variable methods. Readers lacking such foundational knowledge are encouraged to consult primary and/or secondary didactic resources in order to get the most from the chapters in this volume. Once armed with that basic understanding of latent variabl...
Collins Linda M. Latent Class and Latent Transition Analysis. With Applications in the Social, Behavioral, and Health Sciences Collins Linda M. Latent Class and Latent Transition Analysis. With Applications in the Social, Behavioral, and Health Sciences Новинка

Collins Linda M. Latent Class and Latent Transition Analysis. With Applications in the Social, Behavioral, and Health Sciences

9951.96 руб. или Купить в рассрочку!
A modern, comprehensive treatment of latent class and latent transition analysis for categorical data On a daily basis, researchers in the social, behavioral, and health sciences collect information and fit statistical models to the gathered empirical data with the goal of making significant advances in these fields. In many cases, it can be useful to identify latent, or unobserved, subgroups in a population, where individuals' subgroup membership is inferred from their responses on a set of observed variables. Latent Class and Latent Transition Analysis provides a comprehensive and unified introduction to this topic through one-of-a-kind, step-by-step presentations and coverage of theoretical, technical, and practical issues in categorical latent variable modeling for both cross-sectional and longitudinal data. The book begins with an introduction to latent class and latent transition analysis for categorical data. Subsequent chapters delve into more in-depth material, featuring: A complete treatment of longitudinal latent class models Focused coverage of the conceptual underpinnings of interpretation and evaluationof a latent class solution Use of parameter restrictions and detection of identification problems Advanced topics such as multi-group analysis and the modeling and interpretation of interactions between covariates The authors present the topic in a style that is accessible yet rigorous. Each method is presented with both a theoretical background and the practical information that is useful for any data analyst. Empirical examples showcase the real-world applications of the discussed concepts and models, and each chapter concludes with a «Points to Remember» section that contains a brief summary of key ideas. All of the analyses in the book are performed using Proc LCA and Proc LTA, the authors' own software packages that can be run within the SAS® environment. A related Web site houses information on these freely available programs and the book's data sets, encouraging readers to reproduce the analyses and also try their own variations. Latent Class and Latent Transition Analysis is an excellent book for courses on categorical data analysis and latent variable models at the upper-undergraduate and graduate levels. It is also a valuable resource for researchers and practitioners in the social, behavioral, and health sciences who conduct latent class and latent transition analysis in their everyday work.
Г. Е. Бесстремянная Measuring income equity in the demand for healthcare with finite mixture models Г. Е. Бесстремянная Measuring income equity in the demand for healthcare with finite mixture models Новинка

Г. Е. Бесстремянная Measuring income equity in the demand for healthcare with finite mixture models

The paper exploits panel data finite mixture (latent class) models to measure consumer equity in healthcare access and utilization. The finite mixture approach accounts for unobservable consumer heterogeneity, while generalized linear models address a retransformation problem of logged dependent variable. Using the data of the Japan Household Panel Survey (2009–2014), we discover that consumers separate into latent classes in the binary choice models for healthcare use and generalized linear models for outpatient/inpatient healthcare expenditure. The results reveal that healthcare access in Japan is pro-poor for the most sick consumers, while utilization of outpatient care is equitable with respect to disposable income.
Kamel Gana Structural Equation Modeling with lavaan Kamel Gana Structural Equation Modeling with lavaan Новинка

Kamel Gana Structural Equation Modeling with lavaan

13115.33 руб. или Купить в рассрочку!
This book presents an introduction to structural equation modeling (SEM) and facilitates the access of students and researchers in various scientific fields to this powerful statistical tool. It offers a didactic initiation to SEM as well as to the open-source software, lavaan, and the rich and comprehensive technical features it offers. Structural Equation Modeling with lavaan thus helps the reader to gain autonomy in the use of SEM to test path models and dyadic models, perform confirmatory factor analyses and estimate more complex models such as general structural models with latent variables and latent growth models. SEM is approached both from the point of view of its process (i.e. the different stages of its use) and from the point of view of its product (i.e. the results it generates and their reading).
Mounir Mesbah Rasch Models in Health Mounir Mesbah Rasch Models in Health Новинка

Mounir Mesbah Rasch Models in Health

12292.16 руб. или Купить в рассрочку!
The family of statistical models known as Rasch models started with a simple model for responses to questions in educational tests presented together with a number of related models that the Danish mathematician Georg Rasch referred to as models for measurement. Since the beginning of the 1950s the use of Rasch models has grown and has spread from education to the measurement of health status. This book contains a comprehensive overview of the statistical theory of Rasch models. Part 1 contains the probabilistic definition of Rasch models, Part 2 describes the estimation of item and person parameters, Part 3 concerns the assessment of the data-model fit of Rasch models, Part 4 contains applications of Rasch models, Part 5 discusses how to develop health-related instruments for Rasch models, and Part 6 describes how to perform Rasch analysis and document results.
Dean McKay The Wiley Handbook of Obsessive Compulsive Disorders Dean McKay The Wiley Handbook of Obsessive Compulsive Disorders Новинка

Dean McKay The Wiley Handbook of Obsessive Compulsive Disorders

23917.13 руб. или Купить в рассрочку!
The Wiley Handbook of Obsessive Compulsive Disorders, 2 volume set, provides a comprehensive reference on the phenomenology, epidemiology, assessment, and treatment of OCD and OCD-related conditions throughout the lifespan and across cultures. Provides the most complete and up-to-date information on the highly diverse spectrum of OCD-related issues experienced by individuals through the lifespan and cross-culturally Covers OCD-related conditions including Tourette’s syndrome, excoriation disorder, trichotillomania, hoarding disorder, body dysmorphic disorder and many others OCD and related conditions present formidable challenges for both research and practice, with few studies having moved beyond the most typical contexts and presentations Includes important material on OCD and related conditions in young people and older adults, and across a range of cultures with diverse social and religious norms
Pavel Shevchenko V. Advances in Heavy Tailed Risk Modeling. A Handbook of Operational Risk Pavel Shevchenko V. Advances in Heavy Tailed Risk Modeling. A Handbook of Operational Risk Новинка

Pavel Shevchenko V. Advances in Heavy Tailed Risk Modeling. A Handbook of Operational Risk

11919.69 руб. или Купить в рассрочку!
A cutting-edge guide for the theories, applications, and statistical methodologies essential to heavy tailed risk modeling Focusing on the quantitative aspects of heavy tailed loss processes in operational risk and relevant insurance analytics, Advances in Heavy Tailed Risk Modeling: A Handbook of Operational Risk presents comprehensive coverage of the latest research on the theories and applications in risk measurement and modeling techniques. Featuring a unique balance of mathematical and statistical perspectives, the handbook begins by introducing the motivation for heavy tailed risk processes in high consequence low frequency loss modeling. With a companion, Fundamental Aspects of Operational Risk and Insurance Analytics: A Handbook of Operational Risk, the book provides a complete framework for all aspects of operational risk management and includes: Clear coverage on advanced topics such as splice loss models, extreme value theory, heavy tailed closed form loss distributional approach models, flexible heavy tailed risk models, risk measures, and higher order asymptotic approximations of risk measures for capital estimation An exploration of the characterization and estimation of risk and insurance modelling, which includes sub-exponential models, alpha-stable models, and tempered alpha stable models An extended discussion of the core concepts of risk measurement and capital estimation as well as the details on numerical approaches to evaluation of heavy tailed loss process model capital estimates Numerous detailed examples of real-world methods and practices of operational risk modeling used by both financial and non-financial institutions Advances in Heavy Tailed Risk Modeling: A Handbook of Operational Risk is an excellent reference for risk management practitioners, quantitative analysts, financial engineers, and risk managers. The book is also a useful handbook for graduate-level courses on heavy tailed processes, advanced risk management, and actuarial science.
Jeffrey Dellinger K. The Handbook of Variable Income Annuities Jeffrey Dellinger K. The Handbook of Variable Income Annuities Новинка

Jeffrey Dellinger K. The Handbook of Variable Income Annuities

15106.82 руб. или Купить в рассрочку!
In-depth coverage of variable income annuities With trillions of dollars in retirement savings assets, the tens of millions of Americans on the precipice of retirement need to convert these savings into retirement income. The fact that variable income annuities (VIAs) generate maximum lifetime income with zero probability of outliving it has spurred the need for more information about VIAs. The Handbook of Variable Income Annuities is by far the most comprehensive source of information on this topic. This book thoroughly describes the most important principles of optimal asset liquidation and demystifies VIA mechanics, so readers can gain a high comfort level with this important financial instrument. Interestingly and clearly, The Handbook of Variable Income Annuities explains the mathematical pricing of variable income annuities, expected rates of return, taxation, product distribution, legal aspects, and much more. Jeffrey K. Dellinger (Fort Wayne, IN), a Fellow of the Society of Actuaries and a member of the American Academy of Actuaries, has over 25 years experience in the financial services sector. He advises institutions on retirement income optimization, products, and markets.
Luc Bauwens Handbook of Volatility Models and Their Applications Luc Bauwens Handbook of Volatility Models and Their Applications Новинка

Luc Bauwens Handbook of Volatility Models and Their Applications

12738.84 руб. или Купить в рассрочку!
A complete guide to the theory and practice of volatility models in financial engineering Volatility has become a hot topic in this era of instant communications, spawning a great deal of research in empirical finance and time series econometrics. Providing an overview of the most recent advances, Handbook of Volatility Models and Their Applications explores key concepts and topics essential for modeling the volatility of financial time series, both univariate and multivariate, parametric and non-parametric, high-frequency and low-frequency. Featuring contributions from international experts in the field, the book features numerous examples and applications from real-world projects and cutting-edge research, showing step by step how to use various methods accurately and efficiently when assessing volatility rates. Following a comprehensive introduction to the topic, readers are provided with three distinct sections that unify the statistical and practical aspects of volatility: Autoregressive Conditional Heteroskedasticity and Stochastic Volatility presents ARCH and stochastic volatility models, with a focus on recent research topics including mean, volatility, and skewness spillovers in equity markets Other Models and Methods presents alternative approaches, such as multiplicative error models, nonparametric and semi-parametric models, and copula-based models of (co)volatilities Realized Volatility explores issues of the measurement of volatility by realized variances and covariances, guiding readers on how to successfully model and forecast these measures Handbook of Volatility Models and Their Applications is an essential reference for academics and practitioners in finance, business, and econometrics who work with volatility models in their everyday work. The book also serves as a supplement for courses on risk management and volatility at the upper-undergraduate and graduate levels.
Structural Equation Modeling with EQS: Basic Concepts, Applications, and Programming (+ CD-ROM) Structural Equation Modeling with EQS: Basic Concepts, Applications, and Programming (+ CD-ROM) Новинка

Structural Equation Modeling with EQS: Basic Concepts, Applications, and Programming (+ CD-ROM)

Readers who want a less mathematical alternative to the EQS manual will find exactly what they're looking for in this practical text. Written specifically for those with little to no knowledge of structural equation modeling (SEM) or EQS, the author's goal is to provide a non-mathematical introduction to the basic concepts of SEM by applying these principles to EQS, Version 6.1. The book clearly demonstrates a wide variety of SEM/EQS applications that include confirmatory factor analytic and full latent variable models. Written in a "user-friendly" style, the author "walks" the reader through the varied steps involved in the process of testing SEM models: model specification and estimation, assessment of model fit, EQS output, and interpretation of findings. Each of the book's applications is accompanied by: a statement of the hypothesis being tested, a schematic representation of the model, explanations of the EQS input and output files, tips on how to use the pull-down menus, and the data file upon which the application is based. The book carefully works through applications starting with relatively simple single group analyses, through to more advanced applications, such as a multi-group, latent growth curve, and multilevel modeling.
John Voeller G. Food Safety and Food Security John Voeller G. Food Safety and Food Security Новинка

John Voeller G. Food Safety and Food Security

Food Safety and Food Security features articles from the Wiley Handbook of Science and Technology for Homeland Security covering topics related to processing and packaging methods to protect food supply against contamination and to mitigate the consequences of contaminated foods. It discusses related detection systems as well as decontamination and disposal of contaminated foods.
Daniel Chateigner Combined Analysis Daniel Chateigner Combined Analysis Новинка

Daniel Chateigner Combined Analysis

17788.61 руб. или Купить в рассрочку!
This book introduces and details the key facets of Combined Analysis – an x-ray and/or neutron scattering methodology which combines structural, textural, stress, microstructural, phase, layer, or other relevant variable or property analyses in a single approach. The text starts with basic theories related to diffraction by polycrystals and some of the most common combined analysis instrumental set-ups are detailed. Also discussed are microstructures of powder diffraction profiles; quantitative phase analysis from the Rietveld analysis; residual stress analysis for isotropic and anisotropic materials; specular x-ray reflectivity, and the various associated models.
Gesong Chen Variable Frequency Transformers for Large Scale Power Systems Interconnection. Theory and Applications Gesong Chen Variable Frequency Transformers for Large Scale Power Systems Interconnection. Theory and Applications Новинка

Gesong Chen Variable Frequency Transformers for Large Scale Power Systems Interconnection. Theory and Applications

8795.92 руб. или Купить в рассрочку!
This book is an all-in-one resource on the development and application of variable frequency transformers to power systems and smart grids. It introduces the main technical issues of variable frequency transformers (VFT) systematically, including its basic construction, theory equations, and simulation models. Readers will then gain an in-depth discussion of its control system, operation performance, low frequency power oscillation, and technical economics, before proceeding to practical implementation and future developments. The related concepts of energy revolution, third generation grids, and power system interconnection are discussed as well. The first, comprehensive introduction to variable frequency transformers (VFT) An in-depth look at the construction of VFT, with simulations and applications Demonstrates how to assess the control system and overall system performance Analyses future developments, energy revolution and power system interconnections Variable Frequency Transformers for Large Scale Power Systems is a timely overview of the state of the art for VFT as it is increasingly adopted in smart grids. It is intended for engineers and researchers specializing in power system planning and operation, as well as advanced students and industry professionals of power engineering.
Gordon Willmot E. Loss Models. Further Topics Gordon Willmot E. Loss Models. Further Topics Новинка

Gordon Willmot E. Loss Models. Further Topics

11915.45 руб. или Купить в рассрочку!
An essential resource for constructing and analyzing advanced actuarial models Loss Models: Further Topics presents extended coverage of modeling through the use of tools related to risk theory, loss distributions, and survival models. The book uses these methods to construct and evaluate actuarial models in the fields of insurance and business. Providing an advanced study of actuarial methods, the book features extended discussions of risk modeling and risk measures, including Tail-Value-at-Risk. Loss Models: Further Topics contains additional material to accompany the Fourth Edition of Loss Models: From Data to Decisions, such as: Extreme value distributions Coxian and related distributions Mixed Erlang distributions Computational and analytical methods for aggregate claim models Counting processes Compound distributions with time-dependent claim amounts Copula models Continuous time ruin models Interpolation and smoothing The book is an essential reference for practicing actuaries and actuarial researchers who want to go beyond the material required for actuarial qualification. Loss Models: Further Topics is also an excellent resource for graduate students in the actuarial field.
Deborah Tannen The Handbook of Discourse Analysis Deborah Tannen The Handbook of Discourse Analysis Новинка

Deborah Tannen The Handbook of Discourse Analysis

29425.7 руб. или Купить в рассрочку!
The second edition of the highly successful Handbook of Discourse Analysis has been expanded and thoroughly updated to reflect the very latest research to have developed since the original publication, including new theoretical paradigms and discourse-analytic models, in an authoritative two-volume set. Twenty new chapters highlight emerging trends and the latest areas of research Contributions reflect the range, depth, and richness of current research in the field Chapters are written by internationally-recognized leaders in their respective fields, constituting a Who’s Who of Discourse Analysis A vital resource for scholars and students in discourse studies as well as for researchers in related fields who seek authoritative overviews of discourse analytic issues, theories, and methods
Y. K. Nagle, K. Srivastava, A. Gupta Handbook of Forensic Psychology Y. K. Nagle, K. Srivastava, A. Gupta Handbook of Forensic Psychology Новинка

Y. K. Nagle, K. Srivastava, A. Gupta Handbook of Forensic Psychology

The handbook is about the theoretical foundations, researches in forensic psychology, practices and applications in forensic settings. This handbook is divided into three parts first part of the book addresses the theoretical foundations of forensic psychology, comprising behavioural biometrics, forensic assessment, criminal behavior and overview of psychopathy. The forensic examination of suspects, and the third part of the book addresses the issues related to forensic practices and their application.
Hubert Razik Handbook of Asynchronous Machines with Variable Speed Hubert Razik Handbook of Asynchronous Machines with Variable Speed Новинка

Hubert Razik Handbook of Asynchronous Machines with Variable Speed

16733.36 руб. или Купить в рассрочку!
This handbook deals with the asynchronous machine in its close environment. It was born from a reflection on this electromagnetic converter whose integration in industrial environments takes a wide part. Previously this type of motor operated at fixed speed, from now on it has been integrated more and more in processes at variable speed. For this reason it seemed useful, or necessary, to write a handbook on the various aspects from the motor in itself, via the control and while finishing by the diagnosis aspect. Indeed, an asynchronous motor is used nowadays in industry where variation speed and reliability are necessary. We must know permanently for the sensitive systems, the state of process and to inform the operator of the appearance of any anomaly and its severity.
Pavel Shevchenko V. Fundamental Aspects of Operational Risk and Insurance Analytics. A Handbook of Operational Risk Pavel Shevchenko V. Fundamental Aspects of Operational Risk and Insurance Analytics. A Handbook of Operational Risk Новинка

Pavel Shevchenko V. Fundamental Aspects of Operational Risk and Insurance Analytics. A Handbook of Operational Risk

12292.16 руб. или Купить в рассрочку!
A one-stop guide for the theories, applications, and statistical methodologies essential to operational risk Providing a complete overview of operational risk modeling and relevant insurance analytics, Fundamental Aspects of Operational Risk and Insurance Analytics: A Handbook of Operational Risk offers a systematic approach that covers the wide range of topics in this area. Written by a team of leading experts in the field, the handbook presents detailed coverage of the theories, applications, and models inherent in any discussion of the fundamentals of operational risk, with a primary focus on Basel II/III regulation, modeling dependence, estimation of risk models, and modeling the data elements. Fundamental Aspects of Operational Risk and Insurance Analytics: A Handbook of Operational Risk begins with coverage on the four data elements used in operational risk framework as well as processing risk taxonomy. The book then goes further in-depth into the key topics in operational risk measurement and insurance, for example diverse methods to estimate frequency and severity models. Finally, the book ends with sections on specific topics, such as scenario analysis; multifactor modeling; and dependence modeling. A unique companion with Advances in Heavy Tailed Risk Modeling: A Handbook of Operational Risk, the handbook also features: Discussions on internal loss data and key risk indicators, which are both fundamental for developing a risk-sensitive framework Guidelines for how operational risk can be inserted into a firm’s strategic decisions A model for stress tests of operational risk under the United States Comprehensive Capital Analysis and Review (CCAR) program A valuable reference for financial engineers, quantitative analysts, risk managers, and large-scale consultancy groups advising banks on their internal systems, the handbook is also useful for academics teaching postgraduate courses on the methodology of operational risk.
Handbook of Normative Multiagent Systems Handbook of Normative Multiagent Systems Новинка

Handbook of Normative Multiagent Systems

The Handbook of Normative Multiagent Systems presents a comprehensive overview of the state-of-the-art and trends in the research field of normative multiagent systems (NorMAS). The handbook provides a solid introduction to the essentials of the field for newcomers and a selection of advanced issues as a base for future research directions.Norms are widely used to represent ethical, legal, and interactive aspects of social systems. Normative multiagent systems provide a promising model for human and artificial agent coordination since they integrate norms and individual intelligence. Thus, in the NorMAS community we build upon computer science but also logic, legal theory, sociology, psychology, and cognitive science.The handbook is organised in four parts. The introduction part describes the foundations and the history of the field and adds a particular focus on the social sciences’ view on norms.The second part describes the major achievements the NorMAS research fi eld attained in the modelling of normative multiagent systems and the main challenges still open. Examples of these challenges include how to specify norms, verify systems of norms, model norm emergence and norm change, detect and subsequently manage norm violations, model organisations and institutions, and the use of agent-based simulation models to study these norm-related processes.Part C is concerned with the engineering of normative multiagent systems, more in particular interaction protocols to convey nor...
Ngai Chan Hang Handbook of Financial Risk Management. Simulations and Case Studies Ngai Chan Hang Handbook of Financial Risk Management. Simulations and Case Studies Новинка

Ngai Chan Hang Handbook of Financial Risk Management. Simulations and Case Studies

11915.45 руб. или Купить в рассрочку!
An authoritative handbook on risk management techniques and simulations as applied to financial engineering topics, theories, and statistical methodologies The Handbook of Financial Risk Management: Simulations and Case Studies illustrates the prac­tical implementation of simulation techniques in the banking and financial industries through the use of real-world applications. Striking a balance between theory and practice, the Handbook of Financial Risk Management: Simulations and Case Studies demonstrates how simulation algorithms can be used to solve practical problems and showcases how accuracy and efficiency in implementing various simulation methods are indispensable tools in risk management. The book provides the reader with an intuitive understanding of financial risk management and deepens insight into those financial products that cannot be priced traditionally. The Handbook of Financial Risk Management also features: Examples in each chapter derived from consulting projects, current research, and course instruction Topics such as volatility, fixed-income derivatives, LIBOR Market Models, and risk measures Over twenty-four recognized simulation models Commentary, data sets, and computer subroutines available on a chapter-by-chapter basis As a complete reference for practitioners, the book is useful in the fields of finance, business, applied statistics, econometrics, and engineering. The Handbook of Financial Risk Management is also an excellent text or supplement for graduate and MBA-level students in courses on financial risk management and simulation.
John Voeller G. Transportation Security John Voeller G. Transportation Security Новинка

John Voeller G. Transportation Security

1881.07 руб. или Купить в рассрочку!
Transportation Security features articles from the Wiley Handbook of Science and Technology for Homeland Security covering topics related to security challenge of transportation systems in the USA and elsewhere, performance measures, including coverage of critical supply chain protection and emergency evacuation.
Advances in Multilevel Modeling for Educational Research. Addressing Practical Issues Found in Real-World Applications Advances in Multilevel Modeling for Educational Research. Addressing Practical Issues Found in Real-World Applications Новинка

Advances in Multilevel Modeling for Educational Research. Addressing Practical Issues Found in Real-World Applications

A volume in CILVR Series on Latent Variable MethodologySeries Editor: Gregory R. Hancock, University of Maryland The significance that practitioners are placing on the use of multilevel models is undeniable as researchers want to both accurately partition variance stemming from complex sampling designs and understand relations within and between variables describing the hierarchical levels of these nested data structures. Simply scan the applied literature and one can see evidence of this trend by noticing the number of articles adopting multilevel models as their primary modeling framework. Helping to drive the popularity of their use, governmental funding agencies continue to advocate the use of multilevel models as part of a comprehensive analytic strategy for conducting rigorous and relevant research to improve our nation's education system.Advances in Multilevel Modeling for Educational Research: Addressing Practical Issues Found in Real-World Applications is a resource intended for advanced graduate students, faculty and/or researchers interested in multilevel data analysis, especially in education, social and behavioral sciences. The chapters are written by prominent methodological researchers across diverse research domains such as educational statistics, quantitative psychology, and psychometrics. Each chapter exposes the reader to some of the latest methodological innovations, refinements and state-of-the-art developments and perspectives in the analysis of mult...
Michael Stumpf Handbook of Statistical Systems Biology Michael Stumpf Handbook of Statistical Systems Biology Новинка

Michael Stumpf Handbook of Statistical Systems Biology

16240.18 руб. или Купить в рассрочку!
Systems Biology is now entering a mature phase in which the key issues are characterising uncertainty and stochastic effects in mathematical models of biological systems. The area is moving towards a full statistical analysis and probabilistic reasoning over the inferences that can be made from mathematical models. This handbook presents a comprehensive guide to the discipline for practitioners and educators, in providing a full and detailed treatment of these important and emerging subjects. Leading experts in systems biology and statistics have come together to provide insight in to the major ideas in the field, and in particular methods of specifying and fitting models, and estimating the unknown parameters. This book: Provides a comprehensive account of inference techniques in systems biology. Introduces classical and Bayesian statistical methods for complex systems. Explores networks and graphical modeling as well as a wide range of statistical models for dynamical systems. Discusses various applications for statistical systems biology, such as gene regulation and signal transduction. Features statistical data analysis on numerous technologies, including metabolic and transcriptomic technologies. Presents an in-depth presentation of reverse engineering approaches. Provides colour illustrations to explain key concepts. This handbook will be a key resource for researchers practising systems biology, and those requiring a comprehensive overview of this important field.
Eduardo Salas The Wiley Blackwell Handbook of the Psychology of Team Working and Collaborative Processes Eduardo Salas The Wiley Blackwell Handbook of the Psychology of Team Working and Collaborative Processes Новинка

Eduardo Salas The Wiley Blackwell Handbook of the Psychology of Team Working and Collaborative Processes

A state-of-the-art psychological perspective on team working and collaborative organizational processes… This handbook makes a unique contribution to organizational psychology and HRM by providing comprehensive international coverage of the contemporary field of team working and collaborative organizational processes. It provides critical reviews of key topics related to teams including design, diversity, leadership, trust processes and performance measurement, drawing on the work of leading thinkers including Linda Argote, Neal Ashkanasy, Robert Kraut, Floor Rink and Daan van Knippenberg.
John Voeller G. Cyber Security John Voeller G. Cyber Security Новинка

John Voeller G. Cyber Security

1881.07 руб. или Купить в рассрочку!
Cyber Security features articles from the Wiley Handbook of Science and Technology for Homeland Security covering topics related to cyber security metrics and measure and related technologies that meet security needs. Specific applications to web services, the banking and the finance sector, and industrial process control systems are discussed.
Eugene Hahn D. Bayesian Methods for Management and Business. Pragmatic Solutions for Real Problems Eugene Hahn D. Bayesian Methods for Management and Business. Pragmatic Solutions for Real Problems Новинка

Eugene Hahn D. Bayesian Methods for Management and Business. Pragmatic Solutions for Real Problems

9609.97 руб. или Купить в рассрочку!
HIGHLIGHTS THE USE OF BAYESIAN STATISTICS TO GAIN INSIGHTS FROM EMPIRICAL DATA Featuring an accessible approach, Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems demonstrates how Bayesian statistics can help to provide insights into important issues facing business and management. The book draws on multidisciplinary applications and examples and utilizes the freely available software WinBUGS and R to illustrate the integration of Bayesian statistics within data-rich environments. Computational issues are discussed and integrated with coverage of linear models, sensitivity analysis, Markov Chain Monte Carlo (MCMC), and model comparison. In addition, more advanced models including hierarchal models, generalized linear models, and latent variable models are presented to further bridge the theory and application in real-world usage. Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems also features: Numerous real-world examples drawn from multiple management disciplines such as strategy, international business, accounting, and information systems An incremental skill-building presentation based on analyzing data sets with widely applicable models of increasing complexity An accessible treatment of Bayesian statistics that is integrated with a broad range of business and management issues and problems A practical problem-solving approach to illustrate how Bayesian statistics can help to provide insight into important issues facing business and management Bayesian Methods for Management and Business: Pragmatic Solutions for Real Problems is an important textbook for Bayesian statistics courses at the advanced MBA-level and also for business and management PhD candidates as a first course in methodology. In addition, the book is a useful resource for management scholars and practitioners as well as business academics and practitioners who seek to broaden their methodological skill sets.
Nikolaos Limnios Statistical Models and Methods for Reliability and Survival Analysis Nikolaos Limnios Statistical Models and Methods for Reliability and Survival Analysis Новинка

Nikolaos Limnios Statistical Models and Methods for Reliability and Survival Analysis

13930.46 руб. или Купить в рассрочку!
Statistical Models and Methods for Reliability and Survival Analysis brings together contributions by specialists in statistical theory as they discuss their applications providing up-to-date developments in methods used in survival analysis, statistical goodness of fit, stochastic processes for system reliability, amongst others. Many of these are related to the work of Professor M. Nikulin in statistics over the past 30 years. The authors gather together various contributions with a broad array of techniques and results, divided into three parts – Statistical Models and Methods, Statistical Models and Methods in Survival Analysis, and Reliability and Maintenance. The book is intended for researchers interested in statistical methodology and models useful in survival analysis, system reliability and statistical testing for censored and non-censored data.
Teresa Cremin International Handbook of Research on Children's Literacy, Learning and Culture Teresa Cremin International Handbook of Research on Children's Literacy, Learning and Culture Новинка

Teresa Cremin International Handbook of Research on Children's Literacy, Learning and Culture

16240.18 руб. или Купить в рассрочку!
The International Handbook of Research in Children's Literacy, Learning and Culture presents an authoritative distillation of current global knowledge related to the field of primary years literacy studies. Features chapters that conceptualize, interpret, and synthesize relevant research Critically reviews past and current research in order to influence future directions in the field of literacy Offers literacy scholars an international perspective that recognizes and anticipates increasing diversity in literacy practices and cultures
David Mostofsky I. The Handbook of Behavioral Medicine David Mostofsky I. The Handbook of Behavioral Medicine Новинка

David Mostofsky I. The Handbook of Behavioral Medicine

30170.64 руб. или Купить в рассрочку!
Handbook of Behavioral Medicine presents a comprehensive overview of the current use of behavioral science techniques in the prevention, diagnosis, and treatment of various health related disorders. Features contributions from a variety of internationally recognized experts in behavioral medicine and related fields Includes authors from education, social work, and physical therapy Addresses foundational issues in behavioral medicine in Volume 1, including concepts, theories, treatments, doctor/patient relationships, common medical problems, behavioral technologies, assessment, and methodologies Focuses on medical interface in Volume 2, including issues relating to health disorders and specialties; social work, medical sociology, and psychosocial aspects; and topics relating to education and health 2 Volumes
U.S. Department of Commerce, Charles McLean, Y. Tina Lee Modeling and Simulation of Healthcare Systems for Homeland Security Applications U.S. Department of Commerce, Charles McLean, Y. Tina Lee Modeling and Simulation of Healthcare Systems for Homeland Security Applications Новинка

U.S. Department of Commerce, Charles McLean, Y. Tina Lee Modeling and Simulation of Healthcare Systems for Homeland Security Applications

Healthcare System models and simulations may be used to support analysis, planning, and training needs for the healthcare institutions, epidemics, and other healthcare-related emergencies. Simulation models may be used to understand healthcare systems, interdependencies with other systems, their vulnerabilities, and the impact of emergency incidents on the population and healthcare community. These models and simulations will also be used to support training exercises, performance measurement, conceptual design, impact evaluation, response planning, analysis, acquisition, conceptualizing and evaluating new systems, vulnerability analysis, economic impact, and determining interdependencies between healthcare and other infrastructure systems. The goal of this document is to capture the current knowledge and information resources that can serve as a common baseline for researchers and developers of models and simulations of healthcare systems for homeland security applications.
Oualid Hammi Behavioral Modeling and Predistortion of Wideband Wireless Transmitters Oualid Hammi Behavioral Modeling and Predistortion of Wideband Wireless Transmitters Новинка

Oualid Hammi Behavioral Modeling and Predistortion of Wideband Wireless Transmitters

7633.13 руб. или Купить в рассрочку!
Covers theoretical and practical aspects related to the behavioral modelling and predistortion of wireless transmitters and power amplifiers. It includes simulation software that enables the users to apply the theory presented in the book. In the first section, the reader is given the general background of nonlinear dynamic systems along with their behavioral modelling from all its aspects. In the second part, a comprehensive compilation of behavioral models formulations and structures is provided including memory polynomial based models, box oriented models such as Hammerstein-based and Wiener-based models, and neural networks-based models. The book will be a valuable resource for design engineers, industrial engineers, applications engineers, postgraduate students, and researchers working on power amplifiers modelling, linearization, and design.
Steven A Hughes PHYSICAL MODELS AND LABORATORY TECHNIQUES IN COASTAL ENGINEERING Steven A Hughes PHYSICAL MODELS AND LABORATORY TECHNIQUES IN COASTAL ENGINEERING Новинка

Steven A Hughes PHYSICAL MODELS AND LABORATORY TECHNIQUES IN COASTAL ENGINEERING

Laboratory physical models are a valuable tool for coastal engineers. Physical models help us to understand the complex hydrodynamic processes occurring in the nearshore zone and they provide reliable and economic engineering design solutions.This book is about the art and science of physical modeling as applied in coastal engineering. The aim of the book is to consolidate and synthesize into a single text much of the knowledge about physical modeling that has been developed worldwide.This book was written to serve as a graduate-level text for a course in physical modeling or as a reference text for engineers and researchers engaged in physical modeling and laboratory experimentation. The first three chapters serve as an introduction to similitude and physical models, covering topics such as advantages and disadvantages of physical models, systems of units, dimensional analysis, types of similitude and various hydraulic similitude criteria applicable to coastal engineering models.Practical application of similitude principles to coastal engineering studies is covered in Chapter 4 (Hydrodynamic Models), Chapter 5 (Coastal Structure Models) and Chapter 6 (Sediment Transport Models). These chapters develop the appropriate similitude criteria, discuss inherent laboratory and scale effects and overview the technical literature pertaining to these types of models. The final two chapters focus on the related subjects of laboratory wave generation (Chapter 7) and measurement and anal...
Sally Zepeda J. The Wiley Handbook of Educational Supervision Sally Zepeda J. The Wiley Handbook of Educational Supervision Новинка

Sally Zepeda J. The Wiley Handbook of Educational Supervision

13190.71 руб. или Купить в рассрочку!
An authoritative guide to educational supervision in today’s complex environment The Wiley Handbook of Educational Supervision offers a comprehensive resource that explores the evolution of supervision through contributions from a panel of noted experts. The text explores a wealth of topics including recent and dramatic changes in the complex context of today’s schools. This important resource: Describes supervision in a historical context Includes a review of adult learning and professional community Reviews new teacher preparation and comprehensive induction systems Contains perspectives on administrative feedback, peer coaching and collaboration Presents information on professional development and job-embedding learning Examines policy and implementation challenges in teacher evaluation Written for researchers, policy analysts, school administrators and supervisors, The Wiley Handbook of Educational Supervision draws on concepts, theories and research from other closely related fields of study to enhance and challenge our understanding of educational supervision.
Rhea Paul Handbook of Autism and Pervasive Developmental Disorders, Diagnosis, Development, and Brain Mechanisms Rhea Paul Handbook of Autism and Pervasive Developmental Disorders, Diagnosis, Development, and Brain Mechanisms Новинка

Rhea Paul Handbook of Autism and Pervasive Developmental Disorders, Diagnosis, Development, and Brain Mechanisms

11919.69 руб. или Купить в рассрочку!
The newest edition of the most comprehensive handbook on autism and related disorders Since the original edition was first published more than a quarter of a century ago, The Handbook of Autism and Pervasive Developmental Disorders, Volume 1: Diagnosis, Development, and Brain Mechanisms, has been the most influential reference work in the field of autism and related conditions. The new, updated Fourth Edition takes into account the changes in the disorders' definitions in the DSM-V and ICD-10 that may have profound implications for diagnosis and, by extension, access to services. Along with providing practical clinical advice–including the role of psychopharmacology in treatment—the handbook codifies the ever-expanding current body of research throughout both volumes , offering a wealth of information on the epidemiology of autism and the genetic, environmental, biochemical, social, and neuropathological aspects of the disorder. Volume 1 includes: Information on outcomes in adults with autism spectrum disorders A range of issues and interventions important from infancy, though adolescence and beyond for individuals with autism spectrum disorders Current information about play development, including skills, object play, and interventions Coverage of the state of genetic, biochemical, and neuropathological autism research Chapters on psychopharmacology and medical care in autism and related conditions The new edition includes the relevant updates to help readers stay abreast of the state of this rapidly evolving field and gives them a guide to separate the wheat from the chaff as information about autism proliferates.
Tammy Turner-Vorbeck A. The Wiley Handbook of Family, School, and Community Relationships in Education Tammy Turner-Vorbeck A. The Wiley Handbook of Family, School, and Community Relationships in Education Новинка

Tammy Turner-Vorbeck A. The Wiley Handbook of Family, School, and Community Relationships in Education

18994.62 руб. или Купить в рассрочку!
A comprehensive collection of essays from leading experts on family and community engagement The Wiley Handbook of Family, School, and Community Relationships in Educationbrings together in one comprehensive volume a collection of writings from leading scholars on family and community engagement to provide an authoritative overview of the field. The expert contributors identify the contemporary and future issues related to the intersection of students’ families, schools, and their communities. The Handbook’s chapters are organized to cover the topic from a wide-range of perspectives and vantage points including families, practitioners, policymakers, advocates, as well as researchers. In addition, the Handbook contains writings from several international researchers acknowledging that school, family, and community partnerships is a vital topic for researchers and policymakers worldwide. The contributors explore the essential issues related to the policies and sociopolitical concerns, curriculum and practice, leadership, and the role of families and advocates. This vital resource: Contains a diverse range of topics related to the field Includes information on current research as well as the historical origins Projects the breadth and depth of the field into the future Fills a void in the current literature Offers contributions from leading scholars on family and community engagement Written for faculty and graduate students in education, psychology, and sociology, The Wiley Handbook of Family, School, and Community Relationships in Educationis a comprehensive and authoritative guide to family and community engagement with schools.
Raymond Myers H. Generalized Linear Models. with Applications in Engineering and the Sciences Raymond Myers H. Generalized Linear Models. with Applications in Engineering and the Sciences Новинка

Raymond Myers H. Generalized Linear Models. with Applications in Engineering and the Sciences

11472.31 руб. или Купить в рассрочку!
Praise for the First Edition «The obvious enthusiasm of Myers, Montgomery, and Vining and their reliance on their many examples as a major focus of their pedagogy make Generalized Linear Models a joy to read. Every statistician working in any area of applied science should buy it and experience the excitement of these new approaches to familiar activities.» —Technometrics Generalized Linear Models: With Applications in Engineering and the Sciences, Second Edition continues to provide a clear introduction to the theoretical foundations and key applications of generalized linear models (GLMs). Maintaining the same nontechnical approach as its predecessor, this update has been thoroughly extended to include the latest developments, relevant computational approaches, and modern examples from the fields of engineering and physical sciences. This new edition maintains its accessible approach to the topic by reviewing the various types of problems that support the use of GLMs and providing an overview of the basic, related concepts such as multiple linear regression, nonlinear regression, least squares, and the maximum likelihood estimation procedure. Incorporating the latest developments, new features of this Second Edition include: A new chapter on random effects and designs for GLMs A thoroughly revised chapter on logistic and Poisson regression, now with additional results on goodness of fit testing, nominal and ordinal responses, and overdispersion A new emphasis on GLM design, with added sections on designs for regression models and optimal designs for nonlinear regression models Expanded discussion of weighted least squares, including examples that illustrate how to estimate the weights Illustrations of R code to perform GLM analysis The authors demonstrate the diverse applications of GLMs through numerous examples, from classical applications in the fields of biology and biopharmaceuticals to more modern examples related to engineering and quality assurance. The Second Edition has been designed to demonstrate the growing computational nature of GLMs, as SAS®, Minitab®, JMP®, and R software packages are used throughout the book to demonstrate fitting and analysis of generalized linear models, perform inference, and conduct diagnostic checking. Numerous figures and screen shots illustrating computer output are provided, and a related FTP site houses supplementary material, including computer commands and additional data sets. Generalized Linear Models, Second Edition is an excellent book for courses on regression analysis and regression modeling at the upper-undergraduate and graduate level. It also serves as a valuable reference for engineers, scientists, and statisticians who must understand and apply GLMs in their work.
Raimo Pohjanvirta The AH Receptor in Biology and Toxicology Raimo Pohjanvirta The AH Receptor in Biology and Toxicology Новинка

Raimo Pohjanvirta The AH Receptor in Biology and Toxicology

12885.44 руб. или Купить в рассрочку!
This book provides a thorough and up-to-date overview of the aryl hydrocarbon receptor (AHR) and its unique dual role in toxicology and biology. The coverage includes epigenetic mechanisms, gene expression, reproductive and developmental toxicity, signal transduction, and transgenic animal models. Featuring an internationally recognized team of authors at the forefront of AHR research, this resource provides a comprehensive reference for readers interested in understanding the full spectrum of AHR, from basic concepts, toxicology analysis, and models to polymorphism and related diseases.
Igor Ushakov A. Probabilistic Reliability Models Igor Ushakov A. Probabilistic Reliability Models Новинка

Igor Ushakov A. Probabilistic Reliability Models

7840.93 руб. или Купить в рассрочку!
Practical Approaches to Reliability Theory in Cutting-Edge Applications Probabilistic Reliability Models helps readers understand and properly use statistical methods and optimal resource allocation to solve engineering problems. The author supplies engineers with a deeper understanding of mathematical models while also equipping mathematically oriented readers with a fundamental knowledge of the engineeringrelated applications at the center of model building. The book showcases the use of probability theory and mathematical statistics to solve common, real-world reliability problems. Following an introduction to the topic, subsequent chapters explore key systems and models including: • Unrecoverable objects and recoverable systems • Methods of direct enumeration • Markov models and heuristic models • Performance effectiveness • Time redundancy • System survivability • Aging units and their related systems • Multistate systems Detailed case studies illustrate the relevance of the discussed methods to real-world technical projects including software failure avalanches, gas pipelines with underground storage, and intercontinental ballistic missile (ICBM) control systems. Numerical examples and detailed explanations accompany each topic, and exercises throughout allow readers to test their comprehension of the presented material. Probabilistic Reliability Models is an excellent book for statistics, engineering, and operations research courses on applied probability at the upper-undergraduate and graduate levels. The book is also a valuable reference for professionals and researchers working in industry who would like a mathematical review of reliability models and the relevant applications.
Mohamed Nadif Co-Clustering. Models, Algorithms and Applications Mohamed Nadif Co-Clustering. Models, Algorithms and Applications Новинка

Mohamed Nadif Co-Clustering. Models, Algorithms and Applications

7520.04 руб. или Купить в рассрочку!
Cluster or co-cluster analyses are important tools in a variety of scientific areas. The introduction of this book presents a state of the art of already well-established, as well as more recent methods of co-clustering. The authors mainly deal with the two-mode partitioning under different approaches, but pay particular attention to a probabilistic approach. Chapter 1 concerns clustering in general and the model-based clustering in particular. The authors briefly review the classical clustering methods and focus on the mixture model. They present and discuss the use of different mixtures adapted to different types of data. The algorithms used are described and related works with different classical methods are presented and commented upon. This chapter is useful in tackling the problem of co-clustering under the mixture approach. Chapter 2 is devoted to the latent block model proposed in the mixture approach context. The authors discuss this model in detail and present its interest regarding co-clustering. Various algorithms are presented in a general context. Chapter 3 focuses on binary and categorical data. It presents, in detail, the appropriated latent block mixture models. Variants of these models and algorithms are presented and illustrated using examples. Chapter 4 focuses on contingency data. Mutual information, phi-squared and model-based co-clustering are studied. Models, algorithms and connections among different approaches are described and illustrated. Chapter 5 presents the case of continuous data. In the same way, the different approaches used in the previous chapters are extended to this situation. Contents 1. Cluster Analysis. 2. Model-Based Co-Clustering. 3. Co-Clustering of Binary and Categorical Data. 4. Co-Clustering of Contingency Tables. 5. Co-Clustering of Continuous Data. About the Authors Gérard Govaert is Professor at the University of Technology of Compiègne, France. He is also a member of the CNRS Laboratory Heudiasyc (Heuristic and diagnostic of complex systems). His research interests include latent structure modeling, model selection, model-based cluster analysis, block clustering and statistical pattern recognition. He is one of the authors of the MIXMOD (MIXtureMODelling) software. Mohamed Nadif is Professor at the University of Paris-Descartes, France, where he is a member of LIPADE (Paris Descartes computer science laboratory) in the Mathematics and Computer Science department. His research interests include machine learning, data mining, model-based cluster analysis, co-clustering, factorization and data analysis. Cluster Analysis is an important tool in a variety of scientific areas. Chapter 1 briefly presents a state of the art of already well-established as well more recent methods. The hierarchical, partitioning and fuzzy approaches will be discussed amongst others. The authors review the difficulty of these classical methods in tackling the high dimensionality, sparsity and scalability. Chapter 2 discusses the interests of coclustering, presenting different approaches and defining a co-cluster. The authors focus on co-clustering as a simultaneous clustering and discuss the cases of binary, continuous and co-occurrence data. The criteria and algorithms are described and illustrated on simulated and real data. Chapter 3 considers co-clustering as a model-based co-clustering. A latent block model is defined for different kinds of data. The estimation of parameters and co-clustering is tackled under two approaches: maximum likelihood and classification maximum likelihood. Hard and soft algorithms are described and applied on simulated and real data. Chapter 4 considers co-clustering as a matrix approximation. The trifactorization approach is considered and algorithms based on update rules are described. Links with numerical and probabi
James Speight G. Handbook of Coal Analysis James Speight G. Handbook of Coal Analysis Новинка

James Speight G. Handbook of Coal Analysis

10429.11 руб. или Купить в рассрочку!
Provides users with everything they need to know about testing and analysis of coal Includes new coverage on environmental issues and regulations as related to coal Provides the reader with the necessary information about testing and analyzing coal and relays the advantages and limitations in understanding the quality and performance of coal Explains the meaning of test results and how these results can predict coal behavior and its corresponding environmental impact during use Includes a comprehensive Glossary which defines items in straightforward language that enable readers to better understand the terminology related to coal Treats issues related to sampling, and accuracy and precision of analysis
Mulu Abraha Modelling Trends of Health and Health related indicators. 1995-2008 Mulu Abraha Modelling Trends of Health and Health related indicators. 1995-2008 Новинка

Mulu Abraha Modelling Trends of Health and Health related indicators. 1995-2008

Federal Ministry of Health has been publishing health and health related indicators on annual basis for the last 14 years. However, the trends and the trend-determinants of these indicators hasn't been analyzed in a systematic manner. Therefore, this modelling analysis was exercised to describe the trends, fit best fit equations/models that could explain the trends, identify determinants of the trends and predict future values based on the trends. Based on this analysis, thirty basic indicators were included in the analysis. Data quality issues were extensively adressed through the utilization of various techniques indicated in the body of this monograph. Key findings include graphs indicating trendlines, equations/models describing trends, determinants of maternal mortality and predicted values for MDG relevant indicators
Ahmed Moustafa A. Computational Models of Brain and Behavior Ahmed Moustafa A. Computational Models of Brain and Behavior Новинка

Ahmed Moustafa A. Computational Models of Brain and Behavior

11174.05 руб. или Купить в рассрочку!
A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, fruit flies), and different modeling methods (neural network, Bayesian, reinforcement learning, data fitting, and Hodgkin-Huxley models, among others). Computational Models of Brain and Behavior is divided into four sections: (a) Models of brain disorders; (b) Neural models of behavioral processes; (c) Models of neural processes, brain regions and neurotransmitters, and (d) Neural modeling approaches. It provides in-depth coverage of models of psychiatric disorders, including depression, posttraumatic stress disorder (PTSD), schizophrenia, and dyslexia; models of neurological disorders, including Alzheimer’s disease, Parkinson’s disease, and epilepsy; early sensory and perceptual processes; models of olfaction; higher/systems level models and low-level models; Pavlovian and instrumental conditioning; linking information theory to neurobiology; and more. Covers computational approximations to intellectual disability in down syndrome Discusses computational models of pharmacological and immunological treatment in Alzheimer's disease Examines neural circuit models of serotonergic system (from microcircuits to cognition) Educates on information theory, memory, prediction, and timing in associative learning Computational Models of Brain and Behavior is written for advanced undergraduate, Master's and PhD-level students—as well as researchers involved in computational neuroscience modeling research.
Ionut Florescu Handbook of High-Frequency Trading and Modeling in Finance Ionut Florescu Handbook of High-Frequency Trading and Modeling in Finance Новинка

Ionut Florescu Handbook of High-Frequency Trading and Modeling in Finance

11174.05 руб. или Купить в рассрочку!
Reflecting the fast pace and ever-evolving nature of the financial industry, the Handbook of High-Frequency Trading and Modeling in Finance details how high-frequency analysis presents new systematic approaches to implementing quantitative activities with high-frequency financial data. Introducing new and established mathematical foundations necessary to analyze realistic market models and scenarios, the handbook begins with a presentation of the dynamics and complexity of futures and derivatives markets as well as a portfolio optimization problem using quantum computers. Subsequently, the handbook addresses estimating complex model parameters using high-frequency data. Finally, the handbook focuses on the links between models used in financial markets and models used in other research areas such as geophysics, fossil records, and earthquake studies. The Handbook of High-Frequency Trading and Modeling in Finance also features: • Contributions by well-known experts within the academic, industrial, and regulatory fields • A well-structured outline on the various data analysis methodologies used to identify new trading opportunities • Newly emerging quantitative tools that address growing concerns relating to high-frequency data such as stochastic volatility and volatility tracking; stochastic jump processes for limit-order books and broader market indicators; and options markets • Practical applications using real-world data to help readers better understand the presented material The Handbook of High-Frequency Trading and Modeling in Finance is an excellent reference for professionals in the fields of business, applied statistics, econometrics, and financial engineering. The handbook is also a good supplement for graduate and MBA-level courses on quantitative finance, volatility, and financial econometrics. Ionut Florescu, PhD, is Research Associate Professor in Financial Engineering and Director of the Hanlon Financial Systems Laboratory at Stevens Institute of Technology. His research interests include stochastic volatility, stochastic partial differential equations, Monte Carlo Methods, and numerical methods for stochastic processes. Dr. Florescu is the author of Probability and Stochastic Processes, the coauthor of Handbook of Probability, and the coeditor of Handbook of Modeling High-Frequency Data in Finance, all published by Wiley. Maria C. Mariani, PhD, is Shigeko K. Chan Distinguished Professor in Mathematical Sciences and Chair of the Department of Mathematical Sciences at The University of Texas at El Paso. Her research interests include mathematical finance, applied mathematics, geophysics, nonlinear and stochastic partial differential equations and numerical methods. Dr. Mariani is the coeditor of Handbook of Modeling High-Frequency Data in Finance, also published by Wiley. H. Eugene Stanley, PhD, is William Fairfield Warren Distinguished Professor at Boston University. Stanley is one of the key founders of the new interdisciplinary field of econophysics, and has an ISI Hirsch index H=128 based on more than 1200 papers. In 2004 he was elected to the National Academy of Sciences. Frederi G. Viens, PhD, is Professor of Statistics and Mathematics and Director of the Computational Finance Program at Purdue University. He holds more than two dozen local, regional, and national awards and he travels extensively on a world-wide basis to deliver lectures on his research interests, which range from quantitative finance to climate science and agricultural economics. A Fellow of the Institute of Mathematics Statistics, Dr. Viens is the coeditor of Handbook of Modeling High-Frequency Data in Finance, also published by Wiley.
Handbook of Mathematical Fuzzy Logic, Volume 3 Handbook of Mathematical Fuzzy Logic, Volume 3 Новинка

Handbook of Mathematical Fuzzy Logic, Volume 3

Originating as an attempt to provide solid logical foundations for fuzzy set theory, and motivated also by philosophical and computational problems of vagueness and imprecision, Mathematical Fuzzy Logic (MFL) has become a significant subfield of mathematical logic. Research in this area focuses on many-valued logics with linearly ordered truth values and has yielded elegant and deep mathematical theories and challenging problems, thus continuing to attract an ever increasing number of researchers.This handbook provides, through its several volumes, an up-to-date systematic presentation of the best-developed areas of MFL. Its intended audience is researchers working on MFL or related fields, that may use the text as a reference book, and anyone looking for a comprehensive introduction to MFL. This handbook will be useful not only for readers interested in pure mathematical logic, but also for those interested in logical foundations of fuzzy set theory or in a mathematical apparatus suitable for dealing with some philosophical and linguistic issues related to vagueness.This third volume starts with three chapters on semantics of fuzzy logics, namely, on the structure of linearly ordered algebras, on semantic games, and on Ulam-Rényi games; it continues with an introduction to fuzzy logics with evaluated syntax, a survey of fuzzy description logics, and a study of probability on MV-algebras; and it ends with a philosophical chapter on the role of fuzzy logics in theories of vagu...
Отсутствует Advanced Time Series Data Analysis. Forecasting Using EViews Отсутствует Advanced Time Series Data Analysis. Forecasting Using EViews Новинка

Отсутствует Advanced Time Series Data Analysis. Forecasting Using EViews

9951.96 руб. или Купить в рассрочку!
Introduces the latest developments in forecasting in advanced quantitative data analysis This book presents advanced univariate multiple regressions, which can directly be used to forecast their dependent variables, evaluate their in-sample forecast values, and compute forecast values beyond the sample period. Various alternative multiple regressions models are presented based on a single time series, bivariate, and triple time-series, which are developed by taking into account specific growth patterns of each dependent variables, starting with the simplest model up to the most advanced model. Graphs of the observed scores and the forecast evaluation of each of the models are offered to show the worst and the best forecast models among each set of the models of a specific independent variable. Advanced Time Series Data Analysis: Forecasting Using EViews provides readers with a number of modern, advanced forecast models not featured in any other book. They include various interaction models, models with alternative trends (including the models with heterogeneous trends), and complete heterogeneous models for monthly time series, quarterly time series, and annually time series. Each of the models can be applied by all quantitative researchers. Presents models that are all classroom tested Contains real-life data samples Contains over 350 equation specifications of various time series models Contains over 200 illustrative examples with special notes and comments Applicable for time series data of all quantitative studies Advanced Time Series Data Analysis: Forecasting Using EViews will appeal to researchers and practitioners in forecasting models, as well as those studying quantitative data analysis. It is suitable for those wishing to obtain a better knowledge and understanding on forecasting, specifically the uncertainty of forecast values.
Handbook of Mathematical Fuzzy Logic. Volume 1 Handbook of Mathematical Fuzzy Logic. Volume 1 Новинка

Handbook of Mathematical Fuzzy Logic. Volume 1

Originating as an attempt to provide solid logical foundations for fuzzy set theory, and motivated also by philosophical and computational problems of vagueness and imprecision, Mathematical Fuzzy Logic (MFL) has become a significant subfield of mathematical logic. Research in this area focuses on many-valued logics with linearly ordered truth values and has yielded elegant and deep mathematical theories and challenging problems, thus continuing to attract an ever increasing number of researchers.This two-volume handbook provides an up-to-date systematic presentation of the best-developed areas of MFL. Its intended audience is researchers working on MFL or related fields, who may use the text as a reference book, and anyone looking for a comprehensive introduction to MFL. Despite being located in the realm of pure mathematical logic, this handbook will also be useful for readers interested in logical foundations of fuzzy set theory or in a mathematical apparatus suitable for dealing with some philosophical and linguistic issues related to vagueness.The first volume contains a gentle introduction to MFL, a presentation of an abstract algebraic framework for MFL, chapters on proof theory and algebraic semantics of fuzzy logics, and, fi nally, an algebraic study of Hájek's logic BL. The second volume is devoted to Łukasiewicz logic and MValgebras, Gödel-Dummett logic and its variants, fuzzy logics in expanded propositional languages, studies of functional representations for...
Handbook of Mathematical Fuzzy Logic. Volume 2 Handbook of Mathematical Fuzzy Logic. Volume 2 Новинка

Handbook of Mathematical Fuzzy Logic. Volume 2

Originating as an attempt to provide solid logical foundations for fuzzy set theory, and motivated also by philosophical and computational problems of vagueness and imprecision, Mathematical Fuzzy Logic (MFL) has become a significant subfield of mathematical logic. Research in this area focuseson many-valued logics with linearly ordered truth values and has yielded elegant and deep mathematical theories and challenging problems, thus continuing to attract an ever increasing number of researchers.This two-volume handbook provides an up-to-date systematic presentation of the best-developed areas of MFL. Its intended audience is researchers working on MFL or related fields, who may use the text as a reference book, and anyone looking for a comprehensive introduction to MFL. Despite being located in the realm of pure mathematical logic, this handbook will also be useful for readers interested in logical foundations of fuzzy set theory or in a mathematical apparatus suitable for dealing with some philosophical and linguistic issues related to vagueness.The first volume contains a gentle introduction to MFL, a presentation of an abstract algebraic framework for MFL, chapters on proof theory and algebraic semantics of fuzzy logics, and, finally, an algebraic study of Hájek's logic BL.The second volume is devoted to Łukasiewicz logic and MValgebras, Gödel-Dummett logic and its variants, fuzzy logics in expanded propositional languages, studies of functional representations for fu...
John Voeller G. Energy Systems Security John Voeller G. Energy Systems Security Новинка

John Voeller G. Energy Systems Security

1881.07 руб. или Купить в рассрочку!
Energy Systems Security features articles from the Wiley Handbook of Science and Technology for Homeland Security covering topics related to electricity transmission grids and their protection, risk assessment of energy systems, analysis of interdependent energy networks. Methods to manage electricity transmission disturbances so as to avoid blackouts are discussed, and self-healing energy system and a nano-enabled power source are presented.
Marvin H. J. Gruber Matrix Algebra for Linear Models Marvin H. J. Gruber Matrix Algebra for Linear Models Новинка

Marvin H. J. Gruber Matrix Algebra for Linear Models

8492.56 руб. или Купить в рассрочку!
A self-contained introduction to matrix analysis theory and applications in the field of statistics Comprehensive in scope, Matrix Algebra for Linear Models offers a succinct summary of matrix theory and its related applications to statistics, especially linear models. The book provides a unified presentation of the mathematical properties and statistical applications of matrices in order to define and manipulate data. Written for theoretical and applied statisticians, the book utilizes multiple numerical examples to illustrate key ideas, methods, and techniques crucial to understanding matrix algebra’s application in linear models. Matrix Algebra for Linear Models expertly balances concepts and methods allowing for a side-by-side presentation of matrix theory and its linear model applications. Including concise summaries on each topic, the book also features: Methods of deriving results from the properties of eigenvalues and the singular value decomposition Solutions to matrix optimization problems for obtaining more efficient biased estimators for parameters in linear regression models A section on the generalized singular value decomposition Multiple chapter exercises with selected answers to enhance understanding of the presented material Matrix Algebra for Linear Models is an ideal textbook for advanced undergraduate and graduate-level courses on statistics, matrices, and linear algebra. The book is also an excellent reference for statisticians, engineers, economists, and readers interested in the linear statistical model.
Savera Tanwir VBR Video Traffic Models Savera Tanwir VBR Video Traffic Models Новинка

Savera Tanwir VBR Video Traffic Models

6034.41 руб. или Купить в рассрочку!
There has been a phenomenal growth in video applications over the past few years. An accurate traffic model of Variable Bit Rate (VBR) video is necessary for performance evaluation of a network design and for generating synthetic traffic that can be used for benchmarking a network. A large number of models for VBR video traffic have been proposed in the literature for different types of video in the past 20 years. Here, the authors have classified and surveyed these models and have also evaluated the models for H.264 AVC and MVC encoded video and discussed their findings.
Pamela McLean The Completely Revised Handbook of Coaching. A Developmental Approach Pamela McLean The Completely Revised Handbook of Coaching. A Developmental Approach Новинка

Pamela McLean The Completely Revised Handbook of Coaching. A Developmental Approach

5729.91 руб. или Купить в рассрочку!
Praise for The Completely Revised HANDBOOK OF COACHING «Pam McLean has written a jewel of a book. Its straightforward, easy-to-read style lays out an elegantly simple, effective, and agile coaching methodology. This will become a well-used ('dog-eared,' in the days before e-books) guidebook for both the new and the seasoned coach.» —MARY BETH O'NEILL, author, Executive Coaching with Backbone and Heart «A welcome and comprehensive update of the original Handbook, this theoretically grounded, yet highly practical book presents important integrative coaching models that deal with complex coaching issues in an easy-to-read way. This book will be of use to novices and experienced coaches alike.» —ANTHONY M. GRANT Ph.D., coauthor, Evidence Based Coaching Handbook; faculty, University of Sydney «I love this book. Pam McLean offers the most comprehensive and clear explanation of use of self—why it is important and where we need to focus our attention—that I have ever read. In addition, she describes the robust Hudson coaching methodology clearly with lots of examples and always links theory to practice.» —RICK MAURER, author, Beyond the Wall of Resistance; faculty, Gestalt Institute of Cleveland «The new Handbook of Coaching is intellectually satisfying and pragmatically rich, a tour-de-force grounded in a thorough exploration of adult development and coaching models. This major rework of Hudson's classic offers practitioners extensive guidance on coach methodology, the system dynamics of change, and the crucial use of self. Leadership coaches at any level will find this an invaluable resource.» —DOUG SILSBEE, author, Presence-Based Coaching «With an emphasis on thoroughly understanding one's self as a coach and supporting one's clients to understand themselves, as well as their contexts, Pam's book is very resourceful both practically and conceptually. Her very current real-life examples are insightful and useful.» —EDIE SEASHORE, M.A., author, Triple Impact Coaching
Pascal Granger Perovskites and Related Mixed Oxides. Concepts and Applications Pascal Granger Perovskites and Related Mixed Oxides. Concepts and Applications Новинка

Pascal Granger Perovskites and Related Mixed Oxides. Concepts and Applications

35012.02 руб. или Купить в рассрочку!
This comprehensive handbook and ready reference details all the main achievements in the field of perovskite-based and related mixed-oxide materials. The authors discuss, in an unbiased manner, the potentials as well as the challenges related to their use, thus offering new perspectives for research and development on both an academic and industrial level. The first volume begins by summarizing the different synthesis routes from molten salts at high temperatures to colloidal crystal template methods, before going on to focus on the physical properties of the resulting materials and their related applications in the fields of electronics, energy harvesting, and storage as well as electromechanics and superconductivity. The second volume is dedicated to the catalytic applications of perovskites and related mixed oxides, including, but not limited to total oxidation of hydrocarbons, dry reforming of methane and denitrogenation. The concluding section deals with the development of chemical reactors and novel perovskite-based applications, such as fuel cells and high-performance ceramic membranes. Throughout, the contributions clearly point out the intimate links between structure, properties and applications of these materials, making this an invaluable tool for materials scientists and for catalytic and physical chemists.
Ulrich Prahl Handbook of Software Solutions for ICME Ulrich Prahl Handbook of Software Solutions for ICME Новинка

Ulrich Prahl Handbook of Software Solutions for ICME

14154.5 руб. или Купить в рассрочку!
As one of the results of an ambitious project, this handbook provides a well-structured directory of globally available software tools in the area of Integrated Computational Materials Engineering (ICME). The compilation covers models, software tools, and numerical methods allowing describing electronic, atomistic, and mesoscopic phenomena, which in their combination determine the microstructure and the properties of materials. It reaches out to simulations of component manufacture comprising primary shaping, forming, joining, coating, heat treatment, and machining processes. Models and tools addressing the in-service behavior like fatigue, corrosion, and eventually recycling complete the compilation. An introductory overview is provided for each of these different modelling areas highlighting the relevant phenomena and also discussing the current state for the different simulation approaches. A must-have for researchers, application engineers, and simulation software providers seeking a holistic overview about the current state of the art in a huge variety of modelling topics. This handbook equally serves as a reference manual for academic and commercial software developers and providers, for industrial users of simulation software, and for decision makers seeking to optimize their production by simulations. In view of its sound introductions into the different fields of materials physics, materials chemistry, materials engineering and materials processing it also serves as a tutorial for students in the emerging discipline of ICME, which requires a broad view on things and at least a basic education in adjacent fields.
John Voeller G. Water Safety and Water Infrastructure Security John Voeller G. Water Safety and Water Infrastructure Security Новинка

John Voeller G. Water Safety and Water Infrastructure Security

1881.07 руб. или Купить в рассрочку!
Water Safety and Water Infrastructure Security features articles from the Wiley Handbook of Science and Technology for Homeland Security covering topics related to contamination of drinking water, prevention, monitoring, and decontamination. Emergency response planning for drinking water and wastewater systems are also discussed.
Samprit Chatterjee Handbook of Regression Analysis Samprit Chatterjee Handbook of Regression Analysis Новинка

Samprit Chatterjee Handbook of Regression Analysis

10205.77 руб. или Купить в рассрочку!
A Comprehensive Account for Data Analysts of the Methods and Applications of Regression Analysis. Written by two established experts in the field, the purpose of the Handbook of Regression Analysis is to provide a practical, one-stop reference on regression analysis. The focus is on the tools that both practitioners and researchers use in real life. It is intended to be a comprehensive collection of the theory, methods, and applications of regression methods, but it has been deliberately written at an accessible level. The handbook provides a quick and convenient reference or “refresher” on ideas and methods that are useful for the effective analysis of data and its resulting interpretations. Students can use the book as an introduction to and/or summary of key concepts in regression and related course work (including linear, binary logistic, multinomial logistic, count, and nonlinear regression models). Theory underlying the methodology is presented when it advances conceptual understanding and is always supplemented by hands-on examples. References are supplied for readers wanting more detailed material on the topics discussed in the book. R code and data for all of the analyses described in the book are available via an author-maintained website. «I enjoyed the presentation of the Handbook, and I would be happy to recommend this nice handy book as a reference to my students. The clarity of the writing and proper choices of examples allows the presentations ofmany statisticalmethods shine. The quality of the examples at the end of each chapter is a strength. They entail explanations of the resulting R outputs and successfully guide readers to interpret them.» American Statistician
Jose Causadias M. The Handbook of Culture and Biology Jose Causadias M. The Handbook of Culture and Biology Новинка

Jose Causadias M. The Handbook of Culture and Biology

16389.31 руб. или Купить в рассрочку!
A comprehensive guide to empirical and theoretical research advances in culture and biology interplay Culture and biology are considered as two domains of equal importance and constant coevolution, although they have traditionally been studied in isolation. The Handbook of Culture and Biology is a comprehensive resource that focuses on theory and research in culture and biology interplay. This emerging field centers on how these two processes have evolved together, how culture, biology, and environment influence each other, and how they shape behavior, cognition, and development among humans and animals across multiple levels, types, timeframes, and domains of analysis. The text provides an overview of current empirical and theoretical advances in culture and biology interplay research through the work of some of the most influential scholars in the field. Harnessing insights from a range of disciplines (e.g., biology, neuroscience, primatology, psychology) and research methods (experiments, genetic epidemiology, naturalistic observations, neuroimaging), it explores diverse topics including animal culture, cultural genomics, and neurobiology of cultural experiences. The authors also advance the field by discussing key challenges and limitations in current research. The Handbook of Culture and Biology is an important resource that: Gathers related research areas into the single, cohesive field of culture and biology interplay Offers a unique and comprehensive collection from leading and influential scholars Contains information from a wide range of disciplines and research methods Introduces well-validated and coherently articulated conceptual frameworks Written for scholars in the field, this handbook brings together related areas of research and theory that have traditionally been disjointed into the single, cohesive field of culture and biology interplay.
Feng Chen Handbook of Meat, Poultry and Seafood Quality Feng Chen Handbook of Meat, Poultry and Seafood Quality Новинка

Feng Chen Handbook of Meat, Poultry and Seafood Quality

16385.07 руб. или Купить в рассрочку!
A great need exists for valuable information on factors affecting the quality of animal related products. The second edition of Handbook of Meat, Poultry and Seafood Quality, focuses exclusively on quality aspects of products of animal origin, in depth discussions and recent developments in beef, pork, poultry, and seafood quality, updated sensory evaluation of different meat products, revised microbiological aspects of different meat products. Also, included are new chapters on packaging, new chapters and discussion of fresh and frozen products, new aspects of shelf life and recent developments in research of meat tainting. This second edition is a single source for up-to-date and key information on all aspects of quality parameters of muscle foods is a must have. The reader will have at hand in one focused volume covering key information on muscle foods quality.
Harvey Goldstein Multilevel Statistical Models Harvey Goldstein Multilevel Statistical Models Новинка

Harvey Goldstein Multilevel Statistical Models

7761.77 руб. или Купить в рассрочку!
Throughout the social, medical and other sciences the importance of understanding complex hierarchical data structures is well understood. Multilevel modelling is now the accepted statistical technique for handling such data and is widely available in computer software packages. A thorough understanding of these techniques is therefore important for all those working in these areas. This new edition of Multilevel Statistical Models brings these techniques together, starting from basic ideas and illustrating how more complex models are derived. Bayesian methodology using MCMC has been extended along with new material on smoothing models, multivariate responses, missing data, latent normal transformations for discrete responses, structural equation modeling and survival models. Key Features: Provides a clear introduction and a comprehensive account of multilevel models. New methodological developments and applications are explored. Written by a leading expert in the field of multilevel methodology. Illustrated throughout with real-life examples, explaining theoretical concepts. This book is suitable as a comprehensive text for postgraduate courses, as well as a general reference guide. Applied statisticians in the social sciences, economics, biological and medical disciplines will find this book beneficial.
Handbook on Statewide Systems of Support (PB) Handbook on Statewide Systems of Support (PB) Новинка

Handbook on Statewide Systems of Support (PB)

As subsequent chapters point out, the No Child Left Behind Act (NCLB) requires states to provideassistance to districts in improving the schools within their purview. Of course, the U.S. Constitutionand federal laws leave the control of education largely to the states, and states have long providedsupport to school districts. In return for federal monies, however, NCLB requires states toprovide such help under the statewide systems of support (SSOS) provision of the Act.The purposes of this Handbook are to survey the research related to statewide systems of support,to present the experience and insights of educational leaders in how such support can best be conducted,and to derive actionable principles for improving schools. It is intended for use not only bythe staff of the U.S. Department of Education-sponsored Regional Centers that serve state departmentstaff but also by the staff of school districts and schools.Also sponsored by the U.S. Department of Education, the Center on Innovation & Improvement(CII) previously developed the Handbook on Restructuring and Substantial School Improvement(Walberg, 2007) that became the basis of CII's technical assistance to Regional Centers on this topic. CII made available for downloadingPower Point presentations and web-based seminars ("webinars") based on the previous Handbook. CII's intended audiences widelyemployed the previous Handbook on Restructuring and Substantial School Improvement and auxiliary materials a...

кешбака
Страницы:


Cluster or co-cluster analyses are important tools in a variety of scientific areas. The introduction of this book presents a state of the art of already well-established, as well as more recent methods of co-clustering. The authors mainly deal with the two-mode partitioning under different approaches, but pay particular attention to a probabilistic approach. Chapter 1 concerns clustering in general and the model-based clustering in particular. The authors briefly review the classical clustering methods and focus on the mixture model. They present and discuss the use of different mixtures adapted to different types of data. The algorithms used are described and related works with different classical methods are presented and commented upon. This chapter is useful in tackling the problem of co-clustering under the mixture approach. Chapter 2 is devoted to the latent block model proposed in the mixture approach context. The authors discuss this model in detail and present its interest regarding co-clustering. Various algorithms are presented in a general context. Chapter 3 focuses on binary and categorical data. It presents, in detail, the appropriated latent block mixture models. Variants of these models and algorithms are presented and illustrated using examples. Chapter 4 focuses on contingency data. Mutual information, phi-squared and model-based co-clustering are studied. Models, algorithms and connections among different approaches are described and illustrated. Chapter 5 presents the case of continuous data. In the same way, the different approaches used in the previous chapters are extended to this situation. Contents 1. Cluster Analysis. 2. Model-Based Co-Clustering. 3. Co-Clustering of Binary and Categorical Data. 4. Co-Clustering of Contingency Tables. 5. Co-Clustering of Continuous Data. About the Authors Gérard Govaert is Professor at the University of Technology of Compiègne, France. He is also a member of the CNRS Laboratory Heudiasyc (Heuristic and diagnostic of complex systems). His research interests include latent structure modeling, model selection, model-based cluster analysis, block clustering and statistical pattern recognition. He is one of the authors of the MIXMOD (MIXtureMODelling) software. Mohamed Nadif is Professor at the University of Paris-Descartes, France, where he is a member of LIPADE (Paris Descartes computer science laboratory) in the Mathematics and Computer Science department. His research interests include machine learning, data mining, model-based cluster analysis, co-clustering, factorization and data analysis. Cluster Analysis is an important tool in a variety of scientific areas. Chapter 1 briefly presents a state of the art of already well-established as well more recent methods. The hierarchical, partitioning and fuzzy approaches will be discussed amongst others. The authors review the difficulty of these classical methods in tackling the high dimensionality, sparsity and scalability. Chapter 2 discusses the interests of coclustering, presenting different approaches and defining a co-cluster. The authors focus on co-clustering as a simultaneous clustering and discuss the cases of binary, continuous and co-occurrence data. The criteria and algorithms are described and illustrated on simulated and real data. Chapter 3 considers co-clustering as a model-based co-clustering. A latent block model is defined for different kinds of data. The estimation of parameters and co-clustering is tackled under two approaches: maximum likelihood and classification maximum likelihood. Hard and soft algorithms are described and applied on simulated and real data. Chapter 4 considers co-clustering as a matrix approximation. The trifactorization approach is considered and algorithms based on update rules are described. Links with numerical and probabi
Продажа handbook of latent variable and related models лучших цены всего мира
Посредством этого сайта магазина - каталога товаров мы очень легко осуществляем продажу handbook of latent variable and related models у одного из интернет-магазинов проверенных фирм. Определитесь с вашими предпочтениями один интернет-магазин, с лучшей ценой продукта. Прочитав рекомендации по продаже handbook of latent variable and related models легко охарактеризовать производителя как превосходную и доступную фирму.