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This book traces the theory and methodology of multivariate
statistical analysis and shows how it can be conducted in practice
using the LISREL computer program. It presents not only the typical
uses of LISREL, such as confirmatory factor analysis and structural
equation models, but also several other multivariate analysis
topics, including regression (univariate, multivariate, censored,
logistic, and probit), generalized linear models, multilevel
analysis, and principal component analysis. It provides numerous
examples from several disciplines and discusses and interprets the
results, illustrated with sections of output from the LISREL
program, in the context of the example. The book is intended for
masters and PhD students and researchers in the social, behavioral,
economic and many other sciences who require a basic understanding
of multivariate statistical theory and methods for their analysis
of multivariate data. It can also be used as a textbook on various
topics of multivariate statistical analysis.
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