1 |
3/9 |
Introduction and R |
Chap1 |
All |
Slides1da Slides1en |
Novotalk Week1_python.ipynb studentheights.csv |
E1.1, E1.2, E1.3, Quiz1, E1.4, Find solutions here |
TestQuiz1 |
2 |
10/9 |
Probability I |
Chap2 |
Sec. 2.1-2.3 |
Slides2da Slides2en |
Week2_python.ipynb |
E2.1, E2.4, E2.5, E2.7, E2.8, Quiz2, Find solutions here |
TestQuiz2 |
3 |
17/9 |
Probability II |
Chap2 |
Sec. 2.4-2.8 |
Slides3da Slides3en |
Week3_python.ipynb |
E2.9, E2.10, E2.11, E2.12, E2.13, Quiz3, Find solutions here |
TestQuiz3/ |
4 |
24/9 |
Confidence Intervals |
Chap3 |
Sec. 3.1.1-3.1.6 and 3.1.9 |
Slides4da Slides4en |
Week4_python.ipynb |
E3.1, E3.2, Quiz4, Find solutions here |
TestQuiz4 |
5 |
1/10 |
Hypothesis Testing |
Chap3 |
Sec. 3.1.7-3.1.9 |
Slides5da Slides5en |
Week5_python.ipynb |
E3.3, E3.4, Quiz5, Find solutions here |
TestQuiz5 |
6 |
8/10 |
Analysis of Two Samples |
Chap3 |
Sec. 3.2-3.3 |
Slides6da [Slides6en] |
Week6_python.ipynb |
E3.5, E3.6, E3.7, E3.8, E3.9, E3.10, Quiz6, Find solutions here |
TestQuiz6 |
7 |
22/10 |
Simulation Methods |
Chap4 |
All (Sec. 4.4 is optional) |
Slides7da [Slides7en] |
Week7_python.ipynb |
E4.1, E4.2, E4.3, E4.4, E4.5, Quiz7, Find solutions here |
TestQuiz7 |
8 |
29/10 |
Simple Linear Regression |
Chap5 |
All (Except Section 5.2.1 and 5.5,and you may skip the proofs) |
[Slides8da] [Slides8en] |
Week8_python.ipynb |
E5.1,E5.2,E5.3,E5.4,E5.5,E5.6, Find solutions here |
TestQuiz8 |
9 |
5/11 |
Multiple Linear Regression |
Chap6 |
Sec. 6.1-6.5 |
[Slides9da] [Slides9en] |
Week9_python.ipynb airData |
E6.1, E6.2, Find solutions here |
TestQuiz9 |
10 |
12/11 |
Categorical and Count Data |
[Chap7] |
All |
[Slides10da][Slides10en] |
Week10_python.ipynb malformationsdata.txt |
E7.1, E7.2, E7.3, E7.4, E7.5, Quiz10, Find solutions here |
TestQuiz10 |
11 |
19/11 |
Grouped Data (one-way ANOVA) |
[Chap8] |
Sec. 8.1-8.2 |
[Slides11da] [Slides11en] |
Week11_python.ipynb |
E8.1, E8.2, E8.3, E8.4, Quiz11, Find solutions here |
TestQuiz11 |
12 |
26/11 |
Grouped Data (two-way ANOVA) |
[Chap8] |
Sec. 8.3-8.4 |
[Slides12da] [Slides12en] |
Week12_python.ipynb |
E8.5, E8.6, E8.7, E8.8, Quiz12, Find solutions here |
TestQuiz12 |
13 |
3/12 |
Summary |
Book |
All |
Summary Slides (DA) |
[Summary Slides(EN)] Overview Slide (DA) Statistics Courses |
PreviousExams |
TestQuiz13 |