1 |
6/9 |
Introduction and Python |
Chap1 |
All |
Novotalk Slides1en |
Novotalk week1_python.ipynb studentheights.csv |
E1.1, E1.2, E1.3, Quiz1, E1.4, Find solutions here |
TestQuiz1 |
2 |
13/9 |
Probability I |
Chap2 |
Sec. 2.1-2.3 |
Slides2en |
week2_python.ipynb |
E2.1, E2.4, E2.5, E2.7, E2.8, Quiz2, Find solutions here |
TestQuiz2 |
3 |
20/9 |
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 |
29/9 |
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 |
4/10 |
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 |
11/10 |
Analysis of Two Samples |
Chap3 |
Sec. 3.2-3.3 |
Slides6da Slides6en |
week6_python.ipynb |
E3.6, E3.7, E3.8, E3.9, Quiz6, Find solutions here |
TestQuiz6 |
7 |
25/10 |
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 |
1/11 |
Simple Linear Regression |
Chap5 |
All (Except Sec. 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 |
8/11 |
Multiple Linear Regression |
Chap6 |
Sec. 6.1-6.5 |
Slides9da Slides9en |
week9_python.ipynb |
E6.1, E6.2, Find solutions here |
TestQuiz9 |
10 |
15/11 |
Categorical and Count Data |
Chap7 |
All |
Slides10da Slides10en |
week10_python.ipynb |
E7.1, E7.2, E7.3 (a,b), E7.4 (a,b), E7.5, Quiz10, Find solutions here |
TestQuiz10 |
11 |
22/11 |
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 |
29/11 |
Sample Size and Statistical Power (Revision) |
Chap3 |
Sec. 3.3 and Sec. 7.2.2 |
Slides12da Slides12en |
week12_python.ipynb |
E3.5, E3.10, E7.3 (c), E7.4 (c) Quiz12, Find solutions here |
TestQuiz12 |
13 |
6/12 |
Summary |
Book |
All |
[A: Summary slides] ([HA]) [B: Exam questions] ([HA2]) [C: Overview Slide] (DA) [D: Statistics courses] |
|
PreviousExams |
TestQuiz13 |