This book on multivariate models, statistical inference, and data analysis contains deep coverage of multivariate non-normal distributions for modeling of binary, count, ordinal, and extreme value response data. It is virtually self-contained, and includes many exercises and unsolved problems.
Multivariate Models and Dependence Concepts
β Scribed by Harry Joe (auth.)
- Publisher
- Springer US
- Year
- 1997
- Tongue
- English
- Leaves
- 416
- Series
- Monographs on Statistics and Applied Probability 73
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Table of Contents
Content:
Front Matter....Pages i-xviii
Introduction....Pages 1-18
Basic concepts of dependence....Pages 19-56
FrΓ©chet classes....Pages 57-82
Construction of multivariate distributions....Pages 83-138
Parametric families of copulas....Pages 139-168
Multivariate extreme value distributions....Pages 169-208
Multivariate discrete distributions....Pages 209-242
Multivariate models with serial dependence....Pages 243-282
Models from given conditional distributions....Pages 283-296
Statistical inference and computation....Pages 297-322
Data analysis and comparison of models....Pages 323-372
Back Matter....Pages 373-399
π SIMILAR VOLUMES
<p>Large observational studies involving research questions that require the measurement of several features on each individual arise in many fields including the social and medical sciences. This book sets out both the general concepts and the more technical statistical issues involved in analysis
Stewart's MULTIVARIABLE CALCULUS: CONCEPTS AND CONTEXTS, THIRD EDITION offers a streamlined approach to teaching calculus, focusing on major concepts and supporting those with precise definitions, patient explanations, and carefully graded problems. MULTIVARIABLE CALCULUS: CONCEPTS AND CONTEXTS is h
Stewart's Multivariable CALCULUS: CONCEPTS AND CONTEXTS, FOURTH EDITION offers a streamlined approach to teaching calculus, focusing on major concepts and supporting those with precise definitions, patient explanations, and carefully graded problems. CALCULUS: CONCEPTS AND CONTEXTS is highly regarde
<p><p>This book draws new attention to domain-specific conceptual modeling by presenting the work of thought leaders who have designed and deployed specific modeling methods. It provides hands-on guidance on how to build models in a particular domain, such as requirements engineering, business proce