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Multivariate Dependencies : Models, Analysis and Interpretation - D. R. Cox

Multivariate Dependencies

Models, Analysis and Interpretation

Hardcover

Published: 1st March 1996
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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.

"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

Preface
Introductionp. 1
Aspects of interpretationp. 25
Technical considerationsp. 61
Statistical analysisp. 93
Special methods for joint responsesp. 123
Some specific applicationsp. 135
Some strategical aspectsp. 171
Some more specialized topicsp. 185
Appendixp. 229
Referencesp. 231
List of figuresp. 239
List of tablesp. 243
Author Indexp. 245
Subject Indexp. 248
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9780412754104
ISBN-10: 041275410X
Series: Chapman & Hall/CRC Monographs on Statistics & Applied Probability
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 272
Published: 1st March 1996
Publisher: Taylor & Francis Ltd
Country of Publication: US
Dimensions (cm): 23.5 x 15.9  x 1.91
Weight (kg): 0.48
Edition Number: 1