Multivariate Dependencies : Models, Analysis and Interpretation book cover
1st Edition

Multivariate Dependencies
Models, Analysis and Interpretation

ISBN 9780367401375
Published October 17, 2019 by Chapman and Hall/CRC
272 Pages

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Book Description

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 and interpretation. Numerous illustrative examples are described in outline and four studies are discussed in some detail.

The use of graphical representations of dependencies and independencies among the features under study is stressed, both to incorporate available knowledge at the planning stage of an analysis and to summarize aspects important for interpretation after detailed statistical analysis is complete. This book is aimed at research workers using statistical methods as well as statisticians involved in empirical research.

Table of Contents

Introduction Aspects of Interpretation Technical Considerations Statistical Analysis Special Methods for Joint Responses Some Examples Strategical Aspects More Specialized Topics Appendices

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Cox, D.R.; Wermuth, Nanny