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 Nonparametric Statistics with Applications to Science and Engineering
ISBN: 978-0-470-08147-1
Hardcover
420 pages
July 2007
US $115.00
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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.
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