MS-C1620 - Statistical Inference, Lecture, 9.1.2023-19.4.2023
This course space end date is set to 19.04.2023 Search Courses: MS-C1620
Topic outline
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The course lectures are on Thursdays at 8.15-10.00 in the hall U2.Exception: The last lecture L12, on 13.4., will actually be groupwork in Zoom (see the table below for links).The lectures will be video recorded, so you can watch them afterwards. Also available are recordings from spring 2022 Zoom lectures. Note that the lecture room videos have 2--3 video streams (camera + one or two screens). You can switch between them when watching from Panopto.On the live lectures, you are encouraged to ask questions. Sometimes the questions may warrant a longer answer than I can provide on the lecture, and I will post extended answers here under the Q&A thread. (The thread also contains questions and answers from the previous year.)In the column "Planned topic", you can 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 Videos etc. Lecture slides
updatedExample code L1 12.1. Descriptive statistics new, old, Q&A 11.1. L1 code L2 19.1. Confidence intervals and hypothesis testing (no new video,
see old) old19.1. L2 code L3 26.1. Non-parametric tests (distribution-free) new, old, Q&A L3 code L4 2.2. Inference for binary data new, old,
extra slidesL4 code L5 9.2. Distribution tests new, old L5 code L6 16.2. Correlation and dependence new, old L6 code Period break L7 2.3. Linear regression I (no new video,
see old), oldL7 code L8 9.3. Linear regression II new (note two screens)
old, Q&AL8 code
+ matlab code showing regression planeL9 16.3. Linear regression III,
Model complexity and Cross validation
lecture cancelled,
read slides and watch old videoold L9 code L10 23.3. ANOVA new, old L10 code L11 30.3. Kernel regression new, old L11 code L12 13.4. Reflection groupwork:
instructions, Zoom link, Miro board, L12 attendanceMiro results
as PDF file
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