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Nonparametric Methods in Statistics with SAS Applications /
Designed for a graduate course in applied statistics, Nonparametric Methods in Statistics with SAS Applications teaches students how to apply nonparametric techniques to statistical data. It starts with the tests of hypotheses and moves on to regression modeling, time-to-event analysis, density esti...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chapman and Hall/CRC,
2013.
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| Edición: | 1st. |
| Colección: | Chapman & Hall/CRC texts in statistical science.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- 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.