Kurs: Modern statistical methods

Section outline

Select section General annoucements

General annoucements

Alle einklappen Alle aufklappen
- Select activity Course notes
  
  Course notes Link/URL
- Select activity Homework assignments
  
  Homework assignments Link/URL
- Select activity Course completion requirements (as described in SIS)
  
  Course completion requirements (as described in SIS) Link/URL
- Select activity Oznámení
  
  Oznámení Forum
Select section 6. week (21.3.-25.3.)

6. week (21.3.-25.3.)
- Select activity Exercise class 6 (R code)
  
  Exercise class 6 (R code) Datei
  
  Students must
  
  Mark as done
Select section 7. week (28.3.-1.4.)

7. week (28.3.-1.4.)
- Select activity Exercise class 7 (R code)
  
  Exercise class 7 (R code) Datei R
  
  Students must
  
  Mark as done
  
  9.6 KB
- Select activity Dataset for the excercise class 7
  
  Dataset for the excercise class 7 Link/URL
  
  Students must
  
  Mark as done
Select section 8. week (4.4.-8.4.)

8. week (4.4.-8.4.)
- Select activity Dataset for the excercise class 8
  
  Dataset for the excercise class 8 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 8 - R code
  
  Exercise class 8 - R code Link/URL
  
  Students must
  
  Mark as done
Select section 9. week (11.4.-15.4.)

9. week (11.4.-15.4.)
- Select activity Exercise class 9
  
  Exercise class 9 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 9 - R functions
  
  Exercise class 9 - R functions Link/URL
  
  Students must
  
  Mark as done
Select section 10. week (18.4.-22.4.)

10. week (18.4.-22.4.)
- Select activity R script: Monte Carlo
  
  R script: Monte Carlo Link/URL
  
  Students must
  
  Mark as done
- Select activity R script: Nonparametric bootstrap
  
  R script: Nonparametric bootstrap Link/URL
  
  Students must
  
  Mark as done
Select section 11. week (25.4.-29.4.)

11. week (25.4.-29.4.)
- Select activity R script: Parametric bootstrap, hypotheses testing
  
  R script: Parametric bootstrap, hypotheses testing Link/URL
  
  Students must
  
  Mark as done
- Select activity R script: Permutation tests and miscellanea
  
  R script: Permutation tests and miscellanea Link/URL
  
  Students must
  
  Mark as done
Select section 12. week (2.5.-6.5.)

12. week (2.5.-6.5.)
- Select activity R script: Kernel density estimation
  
  R script: Kernel density estimation Link/URL
  
  Students must
  
  Mark as done
- Select activity Mathematica file: Kernel density estimation
  
  Mathematica file: Kernel density estimation Link/URL
  
  Students must
  
  Mark as done
Select section 13. week (9.5.-13.5.)

13. week (9.5.-13.5.)
- Select activity R script: Kernel regression
  
  R script: Kernel regression Link/URL
  
  Students must
  
  Mark as done
Select section Lectures from 2019/20 and 2020/21

Lectures from 2019/20 and 2020/21
- Select activity Lecture 1: Chapters 1.1 and 1.2
  
  Lecture 1: Chapters 1.1 and 1.2 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 2: Chapter 1.3
  
  Lecture 2: Chapter 1.3 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 3: Chapter 2.1
  
  Lecture 3: Chapter 2.1 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 4: Chapters 2.2-2.5
  
  Lecture 4: Chapters 2.2-2.5 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 5: Chapter 2.6
  
  Lecture 5: Chapter 2.6 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 6: Chapters 2.7 and 2.8
  
  Lecture 6: Chapters 2.7 and 2.8 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 7: Chapter 2.9
  
  Lecture 7: Chapter 2.9 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 8: Chapter 3.1
  
  Lecture 8: Chapter 3.1 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 9: Chapter 3.2
  
  Lecture 9: Chapter 3.2 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 10: Chapters 3.3 and 3.4
  
  Lecture 10: Chapters 3.3 and 3.4 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 11: Chapters 4.1 and 4.2
  
  Lecture 11: Chapters 4.1 and 4.2 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 12: Chapters 4.3
  
  Lecture 12: Chapters 4.3 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 13: Chapter 5
  
  Lecture 13: Chapter 5 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 13: Chapter 5, Lemma 6
  
  Lecture 13: Chapter 5, Lemma 6 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 14: Chapter 6.1
  
  Lecture 14: Chapter 6.1 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 15: Chapter 6.2-6.5
  
  Lecture 15: Chapter 6.2-6.5 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lectures 16 and 17: Chapter 7
  
  Lectures 16 and 17: Chapter 7 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 18: Chapter 8.1
  
  Lecture 18: Chapter 8.1 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 19: Chapter 8.2
  
  Lecture 19: Chapter 8.2 Link/URL
  
  Students must
  
  Mark as done
  
  In the video lecture in Example 60 there is an error in the formula for\widehat{H}_{n}^{(norm)}. It should be \Phi(x/S_{n}). That is why the corresponding Figure 2 is different in the course notes than in the video lecture.
- Select activity Lecture 20: Chapter 8.3
  
  Lecture 20: Chapter 8.3 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 21: Chapter 8.4-8.8
  
  Lecture 21: Chapter 8.4-8.8 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 22: Chapter 9.1
  
  Lecture 22: Chapter 9.1 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 23: Chapter 9.2
  
  Lecture 23: Chapter 9.2 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 24: Chapters 10.1_10.4
  
  Lecture 24: Chapters 10.1_10.4 Link/URL
  
  Students must
  
  Mark as done
- Select activity Lecture 25: Chapters 10.5_10.7
  
  Lecture 25: Chapters 10.5_10.7 Link/URL
  
  Students must
  
  Mark as done
Select section Exercise classes 2020/21

Exercise classes 2020/21
- Select activity Exercise class 1
  
  Exercise class 1 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 1 (pdf notes)
  
  Exercise class 1 (pdf notes) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 2
  
  Exercise class 2 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 2 (pdf notes)
  
  Exercise class 2 (pdf notes) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 3
  
  Exercise class 3 Link/URL
  
  Students must
  
  Mark as done
  
  Breusch-Pagan test, Box-Cox transformation
- Select activity Exercise class 3 (pdf notes)
  
  Exercise class 3 (pdf notes) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 4 (AR1)
  
  Exercise class 4 (AR1) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 4 (Stratified study)
  
  Exercise class 4 (Stratified study) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 4
  
  Exercise class 4 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 5
  
  Exercise class 5 Link/URL
  
  Students must
  
  Mark as done
  
  When preparing the video, I have not noticed that highlighting the R-code does not work nicely. I am sorry for that. Hopefully, the next video would be better in this aspect.
- Select activity Exercise class 5
  
  Exercise class 5 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 5 - R code
  
  Exercise class 5 - R code Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 6, part 1 (theoretical)
  
  Exercise class 6, part 1 (theoretical) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 6, part 2
  
  Exercise class 6, part 2 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 6 - R code
  
  Exercise class 6 - R code Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 6
  
  Exercise class 6 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 7
  
  Exercise class 7 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 7 - R code
  
  Exercise class 7 - R code Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 7 (pdf)
  
  Exercise class 7 (pdf) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 8
  
  Exercise class 8 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 8 - R code
  
  Exercise class 8 - R code Link/URL
  
  Students must
  
  Mark as done
- Select activity Dataset for the excercise class 8
  
  Dataset for the excercise class 8 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 8
  
  Exercise class 8 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 9
  
  Exercise class 9 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 9 - R code
  
  Exercise class 9 - R code Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 9 - R functions
  
  Exercise class 9 - R functions Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 9
  
  Exercise class 9 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 10
  
  Exercise class 10 Link/URL
  
  Students must
  
  Mark as done
- Select activity Dataset for the excercise class 10
  
  Dataset for the excercise class 10 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 11
  
  Exercise class 11 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 11 (pdf)
  
  Exercise class 11 (pdf) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 11 - R code
  
  Exercise class 11 - R code Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 12
  
  Exercise class 12 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 12 (pdf)
  
  Exercise class 12 (pdf) Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 12 - R code
  
  Exercise class 12 - R code Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 13
  
  Exercise class 13 Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 13 - R code
  
  Exercise class 13 - R code Link/URL
  
  Students must
  
  Mark as done
- Select activity Exercise class 13 (pdf)
  
  Exercise class 13 (pdf) Link/URL
  
  Students must
  
  Mark as done