Lectures
The course lectures are on Thursdays at 8.15-10.00 online via this Zoom link. We will also try to record the lectures so you can watch them afterwards.
In column "Planned topic", you find the slides for the planned lecture. Actual lectures may run faster or slower. If the actual lectures are lagging behind, you may want to read the slides on your own, for example, if you need tools for the exercises. Until updated, slides from previous year are available here.
Lecture plan
| Lecture | Day |
Planned topic, slides |
Note |
Lecture slides updated |
Example code |
|---|---|---|---|---|---|
| L1 |
14.1. |
Descriptive statistics |
recording, Q&A |
14.1. |
L1 code |
| L2 | 21.1. |
Confidence intervals and hypothesis testing |
recording, Q&A |
21.1. |
L2 code |
| L3 | 28.1. |
Non-parametric tests |
recording, Q&A |
28.1. |
L3 code |
| L4 |
4.2. |
Inference for binary data |
recording, |
4.2. |
L4 code |
| L5 |
11.2. |
Distribution tests |
recording, |
11.2. |
L5 code |
| L6 |
18.2. |
Correlation and dependence |
recording, |
18.2. |
L6 code |
| L7 |
4.3. |
Linear regression I |
recording, Q&A |
4.3. |
L7 code |
| L8 |
11.3. |
Guest: Paavo Raittinen / A
Randomized Clinical Trial + Kernel regression |
recording (2nd part only) |
11.3. |
L8 code |
| L9 |
18.3. |
Linear regression II |
recording, Q&A |
18.3. |
L9 code + Matlab demo |
| L10 |
25.3. |
Linear regression III, Model complexity and Cross validation |
recording, Q&A |
25.3. |
L10 code |
| L11 |
1.4. |
ANOVA |
recording, Q&A |
1.4. |
L11 code (updated) |
| L12 | 8.4. |
Group work: Reflection on all lectures |
recording (need Aalto login to watch), Miro board |
8.4. |
- FileDescriptive statistics FilePdf-tiedosto
- FileConfidence intervals and hypothesis testing FilePdf-tiedosto
- Fileparametric CI example FilePdf-tiedosto
- FileNon-parametric tests FilePdf-tiedosto
- FileInference for binary data FilePdf-tiedosto
- FileDistribution tests FilePdf-tiedosto
- FileCorrelation and dependence FilePdf-tiedosto
- FileLinear regression I FilePdf-tiedosto
- FileLinear regression II FilePdf-tiedosto
- FileLinear regression III FilePdf-tiedosto
- FileANOVA FilePdf-tiedosto
- FileL1 code FileTekstitiedosto
- FileL3 code FileTekstitiedosto
- FileL2 code FileTekstitiedosto
- FileL4 code FileTekstitiedosto
- FileL5 code FileTekstitiedosto
- FileL6 code FileTekstitiedosto
- FileL7 code FileTekstitiedosto
- FileL8 code FileTekstitiedosto
- FileL9 code FileTekstitiedosto
- FileL10 code FileTekstitiedosto
- FileL11 code FileTekstitiedosto
- FileL12 code FileTekstitiedosto