The objective of this course is to provide the student with the knowledge in nonparametric inference and methodsThis course will cover the following topics: (1) One-sample location problem; One-way layout. (2) Two-sample location problem; Two-way layout. (3) Goodness-of-fit test. (4) Measure of association. (5) Kernel estimation. (6) NPMLE. (6) Nonparametrci regression. (7) some nonparametric methods will be introduced, which include the Chis-squared goodness-of-fit test, Kolmogorov-Smirnov one-sample statistics, and U-statistics.The objective of this course is to provide the student with the knowledge in nonparametric inference and methods This course will cover the following topics: (1) One-sample location problem; One-way layout. (2) Two-sample location problem; Two-way layout. (3) Goodness-of-fit test. (4) Measure of association. (5) Kernel estimation. (6) NPMLE. (6) Nonparametric regression. (7) some nonparametric methods will be introduced, which includes the Chis-squared goodness-of-fit test, Kolmogorov-Smirnov one-sample statistics, and U-statistics.
Nonparametric Statistical Methods (third edition)
by Hollander, Wolfe and Chicken
Nonparametric Statistical Methods (third edition)
by Hollander, Wolfe and Chicken
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| midtermmidterm midterm |
50 | |
| finalfinal Final |
50 |
