Course: MS-C1620 - Statistical Inference, Lecture, 10.1.2022-13.4.2022, 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	13.1.	Descriptive statistics	recording, Q&A	12.1.	L1 code
L2	20.1.	Confidence intervals and hypothesis testing	recording,		L2 code
L3	27.1.	Non-parametric tests (distribution-free)	recording, Q&A	27.1.	L3 code
L4	3.2.	Inference for binary data	recording, extra slides	3.2.	L4 code
L5	10.2.	Distribution tests	recording		L5 code
L6	17.2.	Correlation and dependence No online lecture, see recording →	recording (old)		L6 code
L7	3.3.	Linear regression I	recording	3.3.	L7 code
L8	10.3.	Linear regression II	recording, Q&A	9.3.	L8 code + Matlab demo
L9	17.3.	Linear regression III, Model complexity and Cross validation	recording	17.3.	L9 code
L10	24.3.	ANOVA	recording	24.3.	L10 code
L11	31.3.	Kernel regression	recording	31.3.	L11 code
L12	7.4.	Reflection groupwork, Miro board	groupwork results