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.
General
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