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Approaching Multivariate Analysis, 2nd Edition - A Practical Introduction (Paperback, 2nd edition)
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Approaching Multivariate Analysis, 2nd Edition - A Practical Introduction (Paperback, 2nd edition)
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This fully updated new edition not only provides an introduction to
a range of advanced statistical techniques that are used in
psychology, but has been expanded to include new chapters
describing methods and examples of particular interest to medical
researchers. It takes a very practical approach, aimed at enabling
readers to begin using the methods to tackle their own problems.
This book provides a non-mathematical introduction to multivariate
methods, with an emphasis on helping the reader gain an intuitive
understanding of what each method is for, what it does and how it
does it. The first chapter briefly reviews the main concepts of
univariate and bivariate methods and provides an overview of the
multivariate methods that will be discussed, bringing out the
relationships among them, and summarising how to recognise what
types of problem each of them may be appropriate for tackling. In
the remaining chapters, introductions to the methods and important
conceptual points are followed by the presentation of typical
applications from psychology and medicine, using examples with
fabricated data. Instructions on how to do the analyses and how to
make sense of the results are fully illustrated with dialogue boxes
and output tables from SPSS, as well as details of how to interpret
and report the output, and extracts of SPSS syntax and code from
relevant SAS procedures. This book gets students started, and
prepares them to approach more comprehensive treatments with
confidence. This makes it an ideal text for psychology students,
medical students and students or academics in any discipline that
uses multivariate methods.
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