Course: MS-C1620 - Statistical inference, 07.01.2019-10.04.2019, Topic: Lectures

This course space end date is set to 10.04.2019 Search Courses: MS-C1620

Lectures

Lectures
Lectures
The course lectures are on Thursdays 10.01.-14.02. and 28.02.-04.04. at 12.15-14.00 in the lecture hall C, Kandidaattikeskus (Otakaari 1).
The course has a total of 12 lectures with the following topics:
1. Descriptive statistics
2. Confidence intervals and hypothesis testing
3. Non-parametric tests
4. Inference for binary data
5. Distribution tests
6. Correlation and dependency
-----------Exam week break-----------
1. Linear regression I
2. Guest lecture
3. Linear regression II
4. Linear regression III
5. ANOVA
6. Summary lecture
- Lecture 1: Descriptive statistics
  lecture_1.R2KB
  SI_lecture_1.pdf1.2MB
- Lecture 2: Confidence intervals and hypothesis testing
  lecture_2.R6KB
  SI_lecture_2.pdf222.3KB
- Lecture 3: Non-parametric tests
  lecture_3.R9.1KB
  SI_lecture_3.pdf169.1KB
- Lecture 4: Inference for binary data
  lecture_4.R9.9KB
  SI_lecture_4.pdf181.5KB
- Lecture 5: Distribution tests
  lecture_5.R4.7KB
  SI_lecture_5.pdf272.4KB
- Lecture 6: Correlation and dependency
  lecture_6.R8.6KB
  SI_lecture_6.pdf896.9KB
- Lecture 7: Linear regression I
  lecture_7.R7.7KB
  SI_lecture_7.pdf220.2KB
- Lecture 9: Linear regression II
  lecture_9.R5.8KB
  SI_lecture_9.pdf228.9KB
- Lecture 10: Linear regression III
  lecture_10.R9.4KB
  SI_lecture_10.pdf249.7KB
- Lecture 11: ANOVA
  lecture_11.R10.8KB
  SI_lecture_11.pdf247.8KB
- Lecture 12: Summary
  lecture_12.R2.6KB