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Nonparametric Statistics with Applications to Science and Engineering

Paul H. Kvam and Brani Vidakovic
Publisher: 
John Wiley
Publication Date: 
2007
Number of Pages: 
420
Format: 
Hardcover
Series: 
Wiley Series in Probability and Statistics
Price: 
110.00
ISBN: 
978-0-470-08147-1
We do not plan to review this book.

Preface.

1. Introduction.

2. Probability Basics.

3. Statistics Basics.

4. Bayesian Statistics.

5. Order Statistics.

6. Goodness of Fit.

7. Rank Tests.

8. Designed Experiments.

9. Categorical Data.

10. Estimating Distribution Functions.

11. Density Estimation.

12. Beyond Linear Regression.

13. Curve Fitting Techniques.

14. Wavelets.

15. Bootstrap.

16. EM Algorithm.

17. Statistical Learning.

18. Nonparametric Bayes.

A. MATLAB.

B. WinBUGS.

MATLAB Index.

Author Index.

Subject Index.

Tags: 
Statistics
Nonparametric Statistics
Applied Statistics