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DL 1
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Modern statistical methods
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◄ Course notes
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Course notes
Course completion requirements (as described in SIS)
Oznámení
Exercise class 6 (R code)
Exercise class 7 (R code)
Dataset for the excercise class 7
Dataset for the excercise class 8
Exercise class 8 - R code
Exercise class 9
Exercise class 9 - R functions
R script: Monte Carlo
R script: Nonparametric bootstrap
R script: Parametric bootstrap, hypotheses testing
R script: Permutation tests and miscellanea
R script: Kernel density estimation
Mathematica file: Kernel density estimation
R script: Kernel regression
Lecture 1: Chapters 1.1 and 1.2
Lecture 2: Chapter 1.3
Lecture 3: Chapter 2.1
Lecture 4: Chapters 2.2-2.5
Lecture 5: Chapter 2.6
Lecture 6: Chapters 2.7 and 2.8
Lecture 7: Chapter 2.9
Lecture 8: Chapter 3.1
Lecture 9: Chapter 3.2
Lecture 10: Chapters 3.3 and 3.4
Lecture 11: Chapters 4.1 and 4.2
Lecture 12: Chapters 4.3
Lecture 13: Chapter 5
Lecture 13: Chapter 5, Lemma 6
Lecture 14: Chapter 6.1
Lecture 15: Chapter 6.2-6.5
Lectures 16 and 17: Chapter 7
Lecture 18: Chapter 8.1
Lecture 19: Chapter 8.2
Lecture 20: Chapter 8.3
Lecture 21: Chapter 8.4-8.8
Lecture 22: Chapter 9.1
Lecture 23: Chapter 9.2
Lecture 24: Chapters 10.1_10.4
Lecture 25: Chapters 10.5_10.7
Exercise class 1
Exercise class 1 (pdf notes)
Exercise class 2
Exercise class 2 (pdf notes)
Exercise class 3
Exercise class 3 (pdf notes)
Exercise class 4 (AR1)
Exercise class 4 (Stratified study)
Exercise class 4
Exercise class 5
Exercise class 5
Exercise class 5 - R code
Exercise class 6, part 1 (theoretical)
Exercise class 6, part 2
Exercise class 6 - R code
Exercise class 6
Exercise class 7
Exercise class 7 - R code
Exercise class 7 (pdf)
Exercise class 8
Exercise class 8 - R code
Dataset for the excercise class 8
Exercise class 8
Exercise class 9
Exercise class 9 - R code
Exercise class 9 - R functions
Exercise class 9
Exercise class 10
Dataset for the excercise class 10
Exercise class 11
Exercise class 11 (pdf)
Exercise class 11 - R code
Exercise class 12
Exercise class 12 (pdf)
Exercise class 12 - R code
Exercise class 13
Exercise class 13 - R code
Exercise class 13 (pdf)
Course completion requirements (as described in SIS) ►