MS-C1620 - Statistical Inference, 11.01.2021-14.04.2021
This course space end date is set to 14.04.2021 Search Courses: MS-C1620
Topic outline
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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
updatedExample 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 regressionrecording (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 validationrecording, 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 board8.4.
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