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Advanced Statistics
Systems modeling and data analysis, Computer Science
Course schedule
Lectures | Labs |
---|---|
Organizational classes [27.02.2019] | Introduction to R - part 1 [7.03.2019] |
Introduction to programming with R - part 2 [7.03.2019] | Introduction to R - part 2 [14.03.2019] |
Introduction to programming with R - part 3 [14.03.2019] | Introduction to R - part 3 [21.03.2019] |
Loop functions, graphs [21.03.2019] | Data visualization [28.03.2019] |
Data visualization [28.03.2019] | Data visualization [04.04.2019] |
Data visualization [04.04.2019] | Test 1 [11.04.2019] |
Data analysis, statistical inference [11.04.2019] | Statistical inference, part 1 [25.04.2019] |
Probability [25.04.2019] | Statistical inference, part 2 [9.05.2019] |
Random variables [9.05.2019] | Statistical inference, part 3 [16.05.2019] |
Hypothesis testing [16.05.2019] | Bootstrapping [23.05.2019] |
Regression [23.05.2019] | Linear regression [30.05.2019] |
Residuals, Multivariable Regression [30.05.2019] | Regression - part 2 [06.06.2019] |
Generalized linear models [06.06.2019] | Test 2 [13.06.2019] |
Prediction [13.06.2019] | Correction test |
Software
- RStudio: https://www.rstudio.com/