[ 951STMOARAK14 ] KV Advanced Regression Analysis
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| Es ist eine neuere Version 2025W dieser LV im Curriculum Master's programme Computer Science 2025W 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 |
Helmut Waldl |
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 2020W |
| 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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