Computer-Aided Multivariate Analysis (Texts in Statistical Science Series) - Hardcover

Afifi, A. A.; Clark, Virginia A.; May, Susanne

 
9781584883081: Computer-Aided Multivariate Analysis (Texts in Statistical Science Series)
Hardcover
ISBN 10: 1584883081 ISBN 13: 9781584883081
Verlag: Chapman & Hall/CRC, 2004

Inhaltsangabe

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/

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Chapman & Hall/CRC
Erscheinungsdatum
2004
Sprache
Englisch
ISBN 10 
1584883081
ISBN 13 
9781584883081
Einband
Gebundene Ausgabe
Auflage
4
Anzahl der Seiten
489
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

Weitere beliebte Ausgaben desselben Titels

9780412730603: Computer-Aided Multivariate Analysis (Chapman & Hall Texts in Statistical Science Series)

Vorgestellte Ausgabe

ISBN 10:  041273060X ISBN 13:  9780412730603
Verlag: Springer, 1996
Softcover