Nonparametric Methods in Statistics with SAS Applications / Olga Korosteleva.
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Full Text (via O'Reilly/Safari) |
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| Format: | eBook |
| Language: | English |
| Published: |
Chapman and Hall/CRC,
2013.
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| Edition: | 1st. |
| Series: | Chapman & Hall/CRC texts in statistical science.
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Table of Contents:
- Hypotheses Testing for Two Samples; Sign Test for Location Parameter for Matched Paired Samples; Wilcoxon Signed-Rank Test for Location Parameter for Matched Paired Samples; Wilcoxon Rank-Sum Test for Location Parameter for Two Independent Samples; Ansari-Bradley Test for Scale Parameter for Two Independent Samples; Kolmogorov-Smirnov Test for Equality of Distributions Hypotheses Testing for Several Samples ; Friedman Rank Test for Location Parameter for Several Dependent Samples; Kruskal-Wallis H-Test for Location Parameter for Several Independent Samples; Tests for Categorical Data ; Spearman Rank Correlation Coefficient Test; Fisher Exact Test Nonparametric Regression ; Loess Regression; Thin-Plate Smoothing Spline Method Nonparametric Generalized Additive Regression ; Definition; Nonparametric Binary Logistic Model; Nonparametric Poisson Model Time-to-Event Analysis ; Kaplan-Meier Estimator of Survival Function; Log-Rank Test for Comparison of Two Survival Functions; Cox Proportional Hazards Model Univariate Probability Density Estimation ; Histogram; Kernel Density Estimator Resampling Methods for Interval Estimation ; Jackknife; Bootstrap Appendix A: Tables; Appendix B: Answers to Exercises Recommended Books Index of Notation Index Exercises appear at the end of each chapter.