1. This page is under construction and minor updates might occur, slides and Python scripts will be uploaded before each lecture.
  2. Before each lecture: Read the pages announced below in the book (1-3 hours).
  3. Attend/follow the daily lecture.
  4. Attend the exercise classes (10-12). Complete the exercises listed below (click on the link, e.g., E1.1 links to Chapter 1, Exercise 1), 2021June(2,5), refer to question 2 and 5 in the 2021 June exam (2 hours).
Day Date Topic Book Read Material Exercises
1 4/6 Introduction, Python,
- Summary statistics
- Random variables		 Chap1
Chap9
Chap2		 1.1-1.6
9.1
2.1-2.3		 [Slides1]
[day1.ipynb]		 E1.1, E1.2, E1.3,
E1.4, E2.1, E2.2,
E2.5, E2.7
Solutions
2 6/6 Probability I
- Random
variables
- Distributions		 Chap2
Chap9		 2.4-2.9
9.3.0		 [Slides2]
[day2.ipynb]		 E2.9, E2.10, E2.11,
E2.12, E2.13,
Solutions
3 10/6 Probability II
Simulation
Error prop.
Multivariate normal		 Chap4
Chap9
Chap2		 4.1.1-4.1.3
9.2, 9.3.1-9.3.2
2.10.1		 [Slides3]
[day3.ipynb]		 E4.1, E4.5, E2.15,
E9.1,E9.3, E9.2,
Solutions
4 11/6 Functions of normal random variables Chap2 2.10.2-2.10.3 [Slides4]
[day4.ipynb]		 E2.16, E2.17,
Solutions
5 12/6 Functions of normal random variables
The general linear model		 Chap9 9.4-9.5 [Slides5]
[day5.ipynb]		 E9.4, E9.5, E9.6,
Solutions
6 13/6 - t-test I Chap3
Chap9		 3.1
9.6-9.7		 [Slides6]
[day6.ipynb]		 E3.1, E3.2, E3.3, E3.4,
E9.7, E9.9, E9.8
Solutions
7 16/6 t-test II Chap3
Chap9		 3.2-3.3
9.8		 [Slides7]
[day7.ipynb]		 E3.5, E3.6, E3.7,
E3.8, E3.9, E3.10,
E9.10, E9.11, E9.12,
E9.13
Solutions
8 17/6 - Succesive testing
- Linear regression		 Chap9
Chap5
Chap6		 9.9
5.1-5.7
6.1-6.5		 [Slides8]
[day8.ipynb]		 E5.1,E5.2,E5.3,
E5.4,E5.5,E5.6,
E9.14, E9.15,
Solutions
9 18/6 Linear regression Chap9 9.10 [Slides9]
[day9.ipynb]
[airData]
[treatmentdata]		 E6.1, E6.2, E9.16
Solutions
10 19/6 One-way ANOVA Chap8
Chap9		 8.1-8.2
9.11		 [Slides10]
[day10.ipynb]		 E8.1, E8.2, E8.3,
E8.4, E9.17,
Solutions
11 20/6 Two way ANOVA Chap8
Chap9		 8.3-8.4
9.12		 [Slides11]
[day11.ipynb]		 E8.5, E8.6, E8.7,
E8.8, E9.18, E9.19
Solutions
12 23/6 Simulaion based statistics
Catagorical data		 Chap4
Chap7		 4.2-4.3
7.1-7.5		 [Slides12]
[day12.ipynb]		 E7.1, E7.2, E7.3,
E7.4, E7.5, E4.2,
E4.3, E4.4
Solutions
13 24/6 Summary Book All [Summary Slides]
[summary.ipynb]		 PreviousExams
14 25/6 Free        
15 26/6 Exam