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Titlebook: Applied Multidimensional Scaling; Ingwer Borg,Patrick J. F. Groenen,Patrick Mair Book 20131st edition The Author(s) 2013 Data analysis.MDS

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Typical Mistakes in MDS,Various mistakes that users tend to make when using MDS are discussed, from conceptual fuzziness, over using MDS for the wrong type of data, or using MDS programs with suboptimal specifications, to misinterpreting MDS solutions.
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Computer Programs for MDS,Two modern programs for MDS are described: ., an . module, and ., an .-package. Commands and/or GUI menus are presented and illustrated with practical applications.
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MDS Algorithms, applications, iterative methods are needed, because they admit many types of data and distances. They use a two-phase optimization algorithm, moving the points in MDS space in small steps while holding the data or their transforms fixed, and vice versa, until convergence is reached.
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2191-544X typical mistakes that MDS users tend to make.  The primary audience of this book are psychologists, social scientists, and market researchers. No particular background knowledge is required, beyond a basic knowledge of statistics.978-3-642-31848-1Series ISSN 2191-544X Series E-ISSN 2191-5458
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