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

Lecturers

Prof. Dr. Andrea Hildebrandt

Tutor

Guadalupe Garis

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)

Fields of study

Campusmanagementsystem Stud.IP
- School of Medicine and Health Sciences
  - Weitere Veranstaltungen: Psychologie
    - Neurocognitive Psychology

Module assignments

Campusmanagementsystem Stud.IP
- Neurocognitive Psychology - Master's Programme
  - Mastermodule
    - psy110 - Research methods
      - Tutorial

Admission settings

The course is part of admission "Anmeldung gesperrt (global)".

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