| Assignment 1 | Wed 15 Sep | Introduction to distributions, errors, uncertainties. |
| Exercise 1 | Introduction to distributions, Statistics toolbox. | |
| Exercise 2 | Binomial distribution. | |
| Assignment 2 | Wed 29 Sep | Distributions, uncertainties, statistical tests. |
| Exercise 3 | Chi-square test. | |
| Exercise 4 | (solution) | Error on the mean. T-test. |
| Exercise 5 | Removal of outliers. Running mean and variance. | |
| Exercise 6 | Linear fit. Significance of fit. Correlation coefficient. | |
| Assignment 3 | Wed 13 Oct | Linear fit, correlation coefficient. Error on the mean. |
| Exercise 7 | Linear fit. Correlation coefficient. Closure effects. | |
| Exercise 8 | Regression. | |
| Assignment 4 | Wed 27 Oct | Regression. ANOVA. |
| Exercise 9 | ANOVA. | |
| Exercise 10 | ANOVA. | |
| Exercise 11 | Time series. Correlation. Autocorrelation. | |
| Exercise 12 | Time series. Increments. | |
| Exercise 13 | Time series. Autocorrelation. Delays. | |
| Exercise 14 | Time series. Fourier spectrum. | |
| Assignment 5 | Fri 5 Nov (solution) |
Time series analysis. Autocorrelation. Fourier analysis. |
| Exercise 15 | Fourier spectrum. Significance of peaks. | |
| Exercise 16 | Time series. Series of events. | |
| Exercise 17 | Principal component analysis. | |
| Practice 2 | Practice questions for Test 2 | |
| Exercise 18 | Principal component analysis. | |
| Assignment 6 | Mon 22 Nov | Principal components analysis. |
| Exercise 19 | Digitalization from images. |