Generic weekly agenda

  1. Before each lecture: Read the pages announced below in the book (1-3 hours).
  2. Attend/follow the weekly lecture - either live (Tuesday 8-10) or by watching the podcast (be aware that podcast recordings were made using the programming language R instead of Python) (2 hours).
  3. Attend the exercise classes (Tuesday 10-12). Complete the exercises listed below (click on the link, e.g., E1.1 links to Chapter 1, Exercise 1) (2 hours).
  4. Afterwards: Test yourself using the online test quizzes (typical exam questions, takes around 1-2 hours).
No Date Topic Book Read Slides Extra Exercises Quiz
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