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24.10.2019 06:06:18
6.02.110_4T Tutorial: Multivariate Statistics II (Tutorial) - Details
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General information

Subtitle
Course number 6.02.110_4T
Semester Sommersemester 2019
Current number of participants 36
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 Tuesday: 18:00 - 20:00, weekly (from 02/04/19), Tutorium (14x)

Module assignments

Admission settings

The course is part of admission "Methodenlehre und Statistik (110,120,130,140,241) SoSe 19".
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  • The following conditions must be met for enrolment:
    Subject is Neurocognitive Psychology