週次 |
日期 |
單元主題 |
第1週 |
09/13 |
preliminary, statistical concepts, common nonparametric methods |
第2週 |
9/20 |
preliminary, statistical concepts, common nonparametric methods |
第3週 |
09/27 |
Typhoon: No class |
第4週 |
10/04 |
Common nonparametric methods:
Signed test, Wilcoxon signed rank test, Wilcoxon rank sum test |
第5週 |
10/11 |
Common nonparametric methods: Wilcoxon rank sum test; Kruskal-Wallis test, Friedman test; multiple comparison, tests for equal variances
|
第6週 |
10/18 |
Common nonparametric methods: Spearman rank corrrelation, Kendall tau, nonparametric regression; |
第7週 |
10/25 |
Empirical distribution; Kolmogorov Statistic; Kolmogorov-Simrnov Statistics |
第8週 |
11/01 |
Empirical distribution; Kolmogorov Statistic; Kolmogorov-Simrnov Statistics; Fundamental Theory |
第9週 |
11/8 |
Fundamental theory: "Equal in distribution" Technique; Distribution-free statistics: Counting and Ranking Statistics |
第10週 |
11/15 |
Fundamental theory: Samplig distribution of Wilcoxon signed rank statistic;
Blocked Wilcoxon Ranked Sum Test |
第11週 |
11/22 |
Fundamental theory: Sampling distribution of Wilcoxon rank sum statistic
U-statistics: One-sample |
第12週 |
11/29 |
U-statistics: Defintion: One-sample and two-sample |
第13週 |
12/06 |
U-statistics: Projection Techniques |
第14週 |
12/13 |
U-statistics: Asymptotic theory and applications |
第15週 |
12/20 |
U-statistics: Properties |
第16週 |
12/27 |
Power function and relative efficiency |
第17週 |
01/03 |
Point and interval estimation |