|
|
|
||
|
Continuation of the course NMSA407 Linear Regression. This course covers regression models for clustered
data. The practice sessions include solutions to theoretical excercises but
the focus is on analyses of different types of econometric, medical and technical data. The course is concluded by
a Final Project.
Last update: Omelka Marek, doc. Ing., Ph.D. (30.11.2020)
|
|
||
|
To explain regression models for correlated and clustered data. Last update: Omelka Marek, doc. Ing., Ph.D. (10.06.2021)
|
|
||
|
The exercise class credit is necessary to sign up for the exam. The credit for the exercise class will be awarded to the student who hands in a satisfactory solution to each assignment by the prescribed deadline. The nature of these requirements precludes any possibility of additional attempts to obtain the exercise class credit. Last update: Omelka Marek, doc. Ing., Ph.D. (30.11.2020)
|
|
||
|
J.W. Hardin and J.M. Hilbe: Generalized Linear Model and Extensions. StataPress, 2007. J.W. Hardin and J.M. Hilbe: Generalized Estimating Equations. Chapman & Hall, 2003. P.J. Diggle, P.J. Heagerty, K.-Y. Liang, S.L. Zeger: Analysis of Longitudinal Data. Oxford University Press, 2nd edition, 2002.
Last update: Hlávka Zdeněk, doc. RNDr., Ph.D. (23.01.2023)
|
|
||
|
Lecture + exercises. The faculty computing cluster can be used for more demanding data analyses and processing of large data sets. Last update: Hlávka Zdeněk, doc. RNDr., Ph.D. (26.01.2023)
|
|
||
|
Requirements for the oral exam comprise the entire contents of the lectures and exercise sessions. Last update: Hlávka Zdeněk, doc. RNDr., Ph.D. (23.01.2023)
|
|
||
|
Linear mixed effects model; Generalized linear mixed effects model; Generalized estimating equations. Last update: Hlávka Zdeněk, doc. RNDr., Ph.D. (23.01.2023)
|
|
||
|
This course assumes mid-level knowledge of linear regression (both theory and applications) and good understanding of maximum likelihood theory. Knowledge of generalized linear models is recommended. Last update: Hlávka Zdeněk, doc. RNDr., Ph.D. (23.01.2023)
|