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Multivariate Dependencies: Models, Analysis and Interpretation

Multivariate Dependencies: Models, Analysis and Interpretation

Paperback

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

Probability & Statistics

ISBN10: 0367401371
ISBN13: 9780367401375
Publisher: CRC Press
Published: Oct 17 2019
Pages: 272
Weight: 0.75
Height: 0.70 Width: 6.10 Depth: 9.10
Language: English
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.

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