Zovšeobecnené odhadovacie rovnice (GEE)

• Thesis title in thesis language (Slovak): Zovšeobecnené odhadovacie rovnice (GEE)
• Thesis title in Czech: Zobecněné odhadovací rovnice (GEE)
• Thesis title in English: Generalized estimating equaitons
• Key words: zovšeobecnený lineárny model, zovšeobecnené odhadovacie rovnice, pseudo maximálna vierohodnosť, kvázi pseudo maximálna vierohodnosť, QIC
• English key words: generalized linear model, generalized estimating equations, pseudo maximum likelihood, quasi pseudo maximum likelihood, QIC
• Academic year of topic announcement: 2018/2019
• Thesis type: diploma thesis
• Thesis language: slovenština
• Department: Department of Probability and Mathematical Statistics (32-KPMS)
• Supervisor: doc. Ing. Marek Omelka, Ph.D.
• Author: hidden - assigned and confirmed by the Study Dept.
• Date of registration: 24.09.2018
• Date of assignment: 24.09.2018
• Confirmed by Study dept. on: 19.11.2018
• Date and time of defence: 07.09.2020 08:00
• Date of electronic submission: 29.07.2020
• Date of submission of printed version: 29.07.2020
• Date of proceeded defence: 07.09.2020
• Opponents: prof. RNDr. Jaromír Antoch, CSc.

Guidelines

Student přehledně popíše a vysvětlí metodu Zobecněných odhadovacích rovnic (GEE). Dále se pak zaměří na důkaz asymptotických vlastností těchto metod a/nebo vhodnou simulační studií bude ilustrovat vlastnosti této metody.

References

Liang, K. and Zeger, S. (1986). Longitudinal data analysis using generalized linear models, Biometrika 73(1): 13–22.

Hardin, J. W. (2005). Generalized estimating equations (GEE). John Wiley & Sons, Ltd.

Prentice, R. L. (1988). Correlated binary regression with covariates specific to each
binary observation, Biometrics 44(4): 1033–1048.

Prentice, R. L. and Zhao, L. P. (1991). Estimating equations for parameters in means and
covariance. Biometrics 47(3):825–839

Ziegler, A. (2011). Generalized estimating equations (Vol. 204). Springer Science & Business Media.