Chapman and Hall/Crc Monographs on Statistics and Applied Probability Ser.: Multidimensional Scaling by Trevor F. Cox and M. A. A. Cox (2000, Hardcover)

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About this product

Product Identifiers

PublisherCRC Press LLC
ISBN-101584880945
ISBN-139781584880943
eBay Product ID (ePID)1750967

Product Key Features

Number of Pages328 Pages
LanguageEnglish
Publication NameMultidimensional Scaling
Publication Year2000
SubjectProbability & Statistics / General, Probability & Statistics / Multivariate Analysis, Statistics
TypeTextbook
AuthorTrevor F. Cox, M. A. A. Cox
Subject AreaMathematics, Psychology
SeriesChapman and Hall/Crc Monographs on Statistics and Applied Probability Ser.
FormatHardcover

Dimensions

Item Height0.9 in
Item Weight21.7 Oz
Item Length9.3 in
Item Width6.3 in

Additional Product Features

Edition Number2
Intended AudienceScholarly & Professional
LCCN00-060180
Dewey Edition21
Series Volume Number88
IllustratedYes
Volume NumberVol. 88
Dewey Decimal519.5/35
Table Of ContentINTRODUCTION Introduction A Look at Data and Models Proximities Matrix Results METRIC MULTIDIMENSIONAL SCALING Introduction Classical Scaling Robustness Metric Least Squares Scaling Critchley's Intermediate Method Unidimensional Scaling Grouped Dissimilarities Inverse Scaling NONMETRIC MULTIDIMENSIONAL SCALING Introduction Kruskal's Approach The Gutman Approach A Further Look at Stress How Many Dimensions? Starting Configurations Interesting Axes in the Configuration FURTHER ASPECTS OF MULTIDIMENSIONAL SCALING Other Formulations of MDS MDS Diagnostics Robust MDS Interactive MDS Dynamic MDS Constrained MDS Statistical Inference for MDS Asymmetric Dissimilarities PROCRUSTES ANALYSIS Introduction Procrustes Analysis Historic Maps Some Generalizations MONKEYS, WHISKY, AND OTHER APPLICATIONS Introduction Monkeys Whisky Aeroplanes Yoghurts Bees BIPLOTS Introduction The Classic Biplot Another Approach Categorical Variables UNFOLDING Introduction Nonmetric Unidimensional Unfolding Nonmetric Multidimensional Unfolding Metric Multidimensional Unfolding CORRESPONDENCE ANALYSIS Introduction Analysis of Two-Way Contingency Tables The Theory of Correspondence Analysis Reciprocal Averaging Multiple Correspondence Analysis INDIVIDUAL DIFFERENCES MODELS Introduction The Tucker-Messick Model INDSCAL IDIOSCAL PINDIS ALSCAL, SMACOF, AND GIFI ALSCAL SMACOF GIFI FURTHER m-MODE, n-WAY MODELS CANDECOMP, PARAFAC, and CANDELINC DIDICOM and GIPSCAL The Tucker Models One-Mode, n-Way Models Two-Mode, Three-Way Asymmetric Scaling Three-Way Unfolding APPENDIX Computer Programs The Accompanying Diskette The Data Provided To Manipulate and Analyze Data Inputting User Data Error Messages REFERENCES.
Edition DescriptionRevised edition,New Edition
SynopsisMultidimensional scaling covers a variety of statistical techniques in the area of multivariate data analysis. Geared toward dimensional reduction and graphical representation of data, it arose within the field of the behavioral sciences, but now holds techniques widely used in many disciplines. Multidimensional Scaling, Second Edition extends the popular first edition and brings it up to date. It concisely but comprehensively covers the area, summarizing the mathematical ideas behind the various techniques and illustrating the techniques with real-life examples. A computer disk containing programs and data sets accompanies the book.
LC Classification NumberQA278.C7 2001
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