403047 VU Econometrics and Statistics: Advanced Regression Methods
summer semester 2018 | Last update: 30.05.2018 | Place course on memo list403047
VU Econometrics and Statistics: Advanced Regression Methods
VU 3
7,5
weekly
annually
English
Detailed knowledge of methods for the analysis and modeling of complex data using modern semiparametric methods. Ability to independently work out statistical problems based on use-oriented questions, using statistical software, and communicating the results.
Smoothing, Additive Models, Additive Models for Location Scale and Shape, Quantile Regression, Bayesian Models, Mixed Models.
Presentation of lecture slides by lecturer, discussion of case studies (VO). Preparation and presentation of exercises and case studies by participants, discussion (SE).
Exercises, practical case studies, oral presentations (SE) and written overall exam.
Primary reference: Fahrmeir L, Kneib T, Lang S (2009). Regression – Modelle, Methoden und Anwendungen. 2nd edition. Berlin: Springer-Verlag. Further references: Ruppert D, Wand MP, Carrol RJ (2003). Semiparametric Regression. New York: Cambridge University Press. Wood SN (2006). Generalized Additive Models: An Introduction with R. Chapman & Hall/CRC.
see dates
Group 0
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Date | Time | Location | ||
Wed 2018-03-07
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-03-14
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-03-21
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Mon 2018-04-09
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10.00 - 12.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-04-18
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-04-25
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-05-02
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-05-09
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-05-16
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-05-23
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-05-30
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-06-06
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-06-13
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-06-13
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13.00 - 15.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-06-20
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09.00 - 11.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free | |
Wed 2018-06-20
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13.00 - 15.45 | SR 7 (Sowi) SR 7 (Sowi) | Barrier-free |