Multivariate Dependencies

Models, Analysis and Interpretation

D.R. Cox, Nanny Wermuth, N. Reid (University of Toronto, Ontario, Canada) , Valerie Isham

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English

Chapman & Hall/CRC
17 October 2019

Probability & statistics; Mathematical modelling

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability

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.

By: D.R. Cox, Nanny Wermuth
Series edited by: N. Reid (University of Toronto Ontario Canada), Valerie Isham, R.J. Tibshirani (Stanford university Stanford University Stanford University, California, USA Stanford University, California, USA)
Imprint: Chapman & Hall/CRC
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 453g
ISBN: 9780367401375
ISBN 10: 0367401371
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Pages: 272
Publication Date: 17 October 2019
Audience: College/higher education , Professional and scholarly , Further / Higher Education , Undergraduate
Format: Paperback
Publisher's Status: Active

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

Cox, D.R.; Wermuth, Nanny

Reviews for Multivariate Dependencies: Models, Analysis and Interpretation

The book is an important contribution to the statistical literature, not only because the subject is full of interest, but also because of the way that expert authors integrate research contribution... The comments made in every section are particularly precise and useful. Special mention should be made of the bibliographic notes at the end of the chapter. -The Statistician