SPSS 17. 0 Advanced Statistical Procedures Companion

SPSS 17. 0 Advanced Statistical Procedures Companion

by Marija Norusis
ISBN-10:
0321621425
ISBN-13:
2900321621428
Pub. Date:
01/11/2009
Publisher:
Prentice Hall

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Overview

SPSS 17. 0 Advanced Statistical Procedures Companion

Key Message: SPSS® 17.0: Advanced Statistical Procedures Companion contains valuable tips, warnings, and examples that will help you take advantage of SPSS and better analyze data. This book offers clear and concise explanations and examples of advanced statistical procedures in the SPSS Advanced and Regression modules.

Key Topics: Model Selection Loglinear Analysis; Logit Loglinear Analysis; Multinomial Logistic Regression; Ordinal Regression; Probit Regression; Kaplan-Meier Survival Analysis; Life Tables; Cox Regression; Variance Components; Linear Mixed Models; Generalized Linear Models; Generalized Estimating Equations; Nonlinear Regression; Two-Stage Least-Squares Regression; Weighted Least-Squares Regression; Multidimensional Scaling

Market: for all readers interested in SPSS.

Product Details

ISBN-13: 2900321621428
Publisher: Prentice Hall
Publication date: 01/11/2009
Edition description: New Edition
Pages: 432
Product dimensions: 6.00(w) x 1.25(h) x 9.00(d)

About the Author

Marija Norušis earned a PhD in biostatistics from the University of Michigan. She was SPSS's first professional statistician. During this time, she wrote her first book, The SPSS Introductory Guide. Since then she has written numerous volumes of highly acclaimed SPSS documentation, and textbooks that demystify statistics and SPSS. Dr. Norušis has been on the faculties of the University of Chicago and Rush Medical College, teaching statistics to diverse audiences. When not working on SPSS guides, Marija analyzes real data as a statistical consultant.

For more detailed information about Dr. Norušis and her SPSS guides, visit her website at www.norusis.com.

Table of Contents

1. Model Selection Loglinear Analysis

2. Logit Loglinear Analysis

3. Multinomial Logistic Regression

4. Ordinal Regression

5. Probit Regression

6. Kaplan-Meier Survival Analysis

7. Life Tables

8. Cox Regression

9. Variance Components

10. Linear Mixed Models

11. Generalized Linear Models

12. Generalized Estimating Equations

13. Nonlinear Regression

14. Two-Stage Least-Squares Regression

15. Weighted Least-Squares Regression

16. Multidimensional Scaling

Bibliography

Index

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