Course: MS-C1620 - Statistical Inference, 11.01.2021-14.04.2021, Topic: Lectures

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.