[ 951STMOARAK14 ] KV Advanced Regression Analysis

Workload Education level Study areas Responsible person Hours per week Coordinating university
4 ECTS M1 - Master's programme 1. year Statistics Helmut Waldl 2 hpw Johannes Kepler University Linz
Detailed information
Pre-requisites keine
Original study plan Master's programme Statistics 2020W
Objectives Students know theory and methods to perform regression analysis for cross-section and panel data
Subject linear and generalized linear models

loglinear models for contingency tables

linear mixed models

Criteria for evaluation Homework and written exam
Methods Lecture Examples prepared and presented by students
Language English
Study material Fahrmeir L., Kneib T., Lang S. and Marx B. (2013) "Regression. Models, Methods and Applications"



Changing subject? No
Corresponding lecture in collaboration with 951STMOSTLK14: KV Statistical Learning (4 ECTS) equivalent to
4MSMV2KV: KV Multivariate Verfahren II (8 ECTS)
On-site course
Maximum number of participants 40
Assignment procedure Assignment according to priority