Computer-Aided Multivariate Analysis (4th Edn) (Chapman & Hall/CRC Texts in Statistical Science)

Afifi, Abdelmonem et al

ISBN 10: 1584883081 / ISBN 13: 9781584883081

Edité par Chapman And Hall/CRC, 2004

A propos de cet article

This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In fair condition, suitable as a study copy. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,900grams, ISBN:9781584883081. N° de réf. du vendeur 9759605

Détails bibliographiques

Titre : Computer-Aided Multivariate Analysis (4th ...

Éditeur : Chapman And Hall/CRC

Date d'édition : 2004

Reliure : Couverture rigide

Etat : Fair

Edition : 4ème Édition

A propos de ce titre

Synopsis :

Book by Afifi Abdelmonem May Susanne Clark Virginia A

Présentation de l'éditeur:

Computer-Aided Multivariate Analysis, Fourth Edition enables researchers and students with limited mathematical backgrounds to understand the concepts underlying multivariate statistical analysis, perform analysis using statistical packages, and understand the output. New topics include Loess and Poisson regression, nominal and ordinal logistic regression, interpretation of interactions in logistic and survival analysis, and imputation for missing values. This book includes new exercises and references, and updated options in the latest versions of the statistical packages. All data sets and codebooks are available for download.

The authors explain the assumptions made in performing each analysis and test, how to determine if your data meets those assumptions, and what to do if they do not. What to Watch out for sections in each chapter warn of common difficulties. By reading this text, you will know what method to use with your data set, how to get the results, and how to interpret them and explain them to others.

New in the Fourth Edition:

• Expanded explanation of checking for goodness of fit in logistic regression and survival analysis
• Kaplan-Meier estimates of survival curves, formal tests for comparing survival between groups, interactions and the use of time-dependent covariates in survival analysis
• Expanded discussion of how to handle missing values
• Latest features of the S-PLUS package in addition to SAS, SPSS, STATA, and STATISTICA for multivariate analysis
• Data sets for the problems are available at the CRC web site: http://www.crcpress.com/product/isbn/9781584883081
• Commands and output for examples used in the text for each statistical package are available at the UCLA web site: http://www.ats.ucla.edu/stat/examples/cama4/