14.1 and 14.2 Motivation and sign test
Statistician
14.1 and 14.2 Motivation and sign test
41:31
14.3 Sign rank test
Statistician
14.3 Sign rank test
34:25
14.4 Wilcoxon signed rank test
Statistician
14.4 Wilcoxon signed rank test
21:37
14.5 Kruskal Wallis test
Statistician
14.5 Kruskal Wallis test
18:48
Supplementary material: more explanations in Mandarin for Sections 14.1 and 14.2
Statistician
Supplementary material: more explanations in Mandarin for Sections 14.1 and 14.2
27:06
Supplementary material: more explanations in Mandarin for Sections 14.3- 14.5
Statistician
Supplementary material: more explanations in Mandarin for Sections 14.3- 14.5
43:17
13.1 and 13.2 Motivation and Goodness of Fit Tests for Frequency Distributions
Statistician
13.1 and 13.2 Motivation and Goodness of Fit Tests for Frequency Distributions
1:02:49
13.3 Tests of Independence in Contingency Tables
Statistician
13.3 Tests of Independence in Contingency Tables
39:52
Supplementary material: more explanations in Mandarin for Sections 13.1 and 13.2
Statistician
Supplementary material: more explanations in Mandarin for Sections 13.1 and 13.2
33:30
Supplementary material: more explanations in Mandarin for Sections 13.3
Statistician
Supplementary material: more explanations in Mandarin for Sections 13.3
25:52
12.1 Motivation and 12.2 Completely randomized design
Statistician
12.1 Motivation and 12.2 Completely randomized design
1:32:14
12.3 Randomized Block Design
Statistician
12.3 Randomized Block Design
39:27
Supplementary material: more explanations in Mandarin for Sections 12.1 and 12.2
Statistician
Supplementary material: more explanations in Mandarin for Sections 12.1 and 12.2
46:54
Supplementary material: more explanations in Mandarin for Section 12.3
Statistician
Supplementary material: more explanations in Mandarin for Section 12.3
21:26
11.6 Examination of Linear Regression Assumptions
Statistician
11.6 Examination of Linear Regression Assumptions
13:36
11.5 Complex Structures of Covariates
Statistician
11.5 Complex Structures of Covariates
56:22
11.4 Statistical Inference for multiple linear regression (Week 6)
Statistician
11.4 Statistical Inference for multiple linear regression (Week 6)
1:10:42
11.3 Properties of multiple linear regression (week 5)
Statistician
11.3 Properties of multiple linear regression (week 5)
52:12
Chapter 11: 11.1 and 11.2 Motivation and multiple linear regression (week 5)
Statistician
Chapter 11: 11.1 and 11.2 Motivation and multiple linear regression (week 5)
1:27:42
10.6 correlation (week 5)
Statistician
10.6 correlation (week 5)
26:49
10.4 Statistical inference: Part 2 (week 4)
Statistician
10.4 Statistical inference: Part 2 (week 4)
1:13:29
10.5 Analysis of variance (week 4)
Statistician
10.5 Analysis of variance (week 4)
1:11:26
10.4 Statistical inference: Part 1 (week 3)
Statistician
10.4 Statistical inference: Part 1 (week 3)
48:03
10.3 properties of LSE (week 3)
Statistician
10.3 properties of LSE (week 3)
1:05:50
Chapter 10: 10.1 and 10.2 Motivation and simple linear regression (week 3)
Statistician
Chapter 10: 10.1 and 10.2 Motivation and simple linear regression (week 3)
50:08
9.2.1 examples of two sample means inference (week 2)
Statistician
9.2.1 examples of two sample means inference (week 2)
33:37
9.3 Two sample hypothesis test (week 2)
Statistician
9.3 Two sample hypothesis test (week 2)
1:13:42
9.2.2 Two population variances (week 2)
Statistician
9.2.2 Two population variances (week 2)
32:28
Chapter 9 Part 1: Two sample statistical inference for population means (Week 1)
Statistician
Chapter 9 Part 1: Two sample statistical inference for population means (Week 1)
1:00:43
Quick review of one sample statistical inference (Week 1)
Statistician
Quick review of one sample statistical inference (Week 1)
34:53
Introduction of Statistics II: Syllabus in Spring 2025
Statistician
Introduction of Statistics II: Syllabus in Spring 2025
4:48