[ 951STMOARAK14 ] KV Advanced Regression Analysis
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Es ist eine neuere Version 2020W dieser LV im Curriculum Master's programme Statistics and Data Science 2024W vorhanden. |
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Workload |
Education level |
Study areas |
Responsible person |
Hours per week |
Coordinating university |
4 ECTS |
M1 - Master's programme 1. year |
Statistics |
Helga Wagner |
2 hpw |
Johannes Kepler University Linz |
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Detailed information |
Pre-requisites |
keine
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Original study plan |
Master's programme Statistics 2015W |
Objectives |
Students know theory and methods to perform regression analysis for cross-section and panel data
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Subject |
linear and generalized linear models
loglinear models for contingency tables
linear mixed models
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Criteria for evaluation |
Homework and written exam
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Methods |
Lecture
Examples prepared and presented by students
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Language |
English |
Study material |
Fahrmeir L., Kneib T., Lang S. and Marx B. (2013) "Regression.
Models, Methods and Applications"
Script
Slides
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Changing subject? |
No |
Corresponding lecture |
in collaboration with 951STMOSTLK14: KV Statistical Learning (4 ECTS) equivalent to 4MSMV2KV: KV Multivariate Verfahren II (8 ECTS)
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On-site course |
Maximum number of participants |
40 |
Assignment procedure |
Assignment according to priority |
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