Schedule
You can find the official course schedule provided by University of Oslo here. If there is an error in the time and place on this page, please refer to the official schedule.
Time and place
Week 1
Day | Session | Place | Topic | Course material |
---|---|---|---|---|
Day 1 - Apr 8 | PM | Aud 13 | Course introduction | Lecture |
Data and descriptive statistics | Lecture | |||
Day 2 - Apr 9 | AM | Aud 13 | Lab 1 | Lecture, Lab notes, Code |
Lab 2 | Lecture, Lab notes, Code | |||
PM | Intro to probability | Lecture | ||
Diagnostic test | Lecture | |||
Lab 3 | Lab notes, Code | |||
Day 3 - Apr 10 | AM | Aud 13 | Binomial distribution | Lecture |
Normal distribution | Lecture | |||
Lab 4 | Lab notes, Code | |||
PM | Statistical inference I | Lecture | ||
Sample mean | Lecture | |||
Confidence interval | Lecture | |||
t-test | Lecture | |||
Day 4 - Apr 11 | AM | Aud 13 | Lab 5 | Lecture, Lab notes, Code |
PM | Statistical inference II | Lecture | ||
One proportion | Lecture | |||
Two proportions | Lecture | |||
Table analysis | Lecture | |||
Day 5 - Apr 12 | AM | Aud 13 | Lab 6 | Lecture, Lab notes, Code |
Week 2
Day | Session | Place | Topic | Course material |
---|---|---|---|---|
Apr 22 | AM | Runde | Exploratory analysis (Part II) | Lecture |
Transformation, non-parametric | Lecture | |||
Randomness and probability | Lecture | |||
Lab 7 | Lab notes | |||
PM | Sample size and statistical power | Lecture, Exercise, Code | ||
Apr 23 | AM | Runde | Study designs | Lecture |
PM | Linear regression I | Lecture | ||
Lab 8 | Lab notes | |||
Apr 24 | AM | Aud 13 | Linear regression II | Lecture |
Lab 9 | Lab notes | |||
PM | Linear regression III | Lecture | ||
Lab 10 | Lab notes | |||
Additional | Breiman_2001, Shmueli_2019_slides, Shmueli_2019 | |||
Course summary | Lecture | |||
Apr 25 | AM | Runde | Logistic regression | Lecture |
Demo: ppn | Lecture, Code, ppnLR.csv, classroom.csv | |||
Lab 11 | Lab notes | |||
PM | Survival analysis | Lecture | ||
Tutorial | ||||
Lab 12 | Lab notes |