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24.05.2022 05:50:39
Tutorial: 6.02.110_4T Multivariate Statistics II (Tutorial) - Details
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General information

Course name Tutorial: 6.02.110_4T Multivariate Statistics II (Tutorial)
Subtitle
Course number 6.02.110_4T
Semester Sommersemester 2019
Current number of participants 33
expected number of participants 30
Home institute Department of Psychology
Courses type Tutorial in category Teaching
First date Tue., 02.04.2019 18:00 - 20:00, Room: A07 0-025
Type/Form
Lehrsprache deutsch

Topics

Intro / Bias-Variance Trade-off, Resampling Methods, Classification (LDA/QDA), Regularization (Ridge / Lasso), Beyond Linearity: Polynomial Regression, Beyond Linearity: Splines and Local Regression, Trees (Bagging, Boosting, Random Forest), Buffer, Repetition / Questions, Recap: Hypothesis Testing, Recap: GLM / Basic Principles, Recap: Categorical Regression, Recap: Logistic Regression, Recap: Hierarchical Regression, Polynomial Regression, Regularization (Model Selection)

Course location / Course dates

A07 0-025 Tue.. 18:00 - 20:00 (14x)

Module assignments

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