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glmmAK

swMATH ID: 13218
Software Authors: Komárek, Arnošt
Description: Package glmmAK: Generalized Linear Mixed Models. This package implements maximum-likelihood estimation in the logistic regression with both binary (logit model) and multinomial response (cumulative logit model), and in the Poisson regression (log-linear model). Secondly, Bayesian estimation based on MCMC in the logistic and Poisson regression model with random effects whose distribution is specified as a penalized normal mixture are implemented. The methodology is described and the package used in: KOMÁREK, A. and LESAFFRE, E. (2008). Generalized linear mixed model with a penalized Gaussian mixture as a random-effects distribution. Computational Statistics and Data Analysis, 52(7), 3441–3458,
Homepage: http://msekce.karlin.mff.cuni.cz/~komarek/software.html
Dependencies: R
Related Software: R; lme4; S-PLUS; MEMSS; SemiPar; JAGS; GMRFLib; bootstrap; mixAK; clustmixed; ASA047; AS 47; MCMCglmm; glmmML; PRMLT; DPpackage; mixtools; MASS (R); glmmBUGS; GLIM
Cited in: 29 Documents
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Cited by 69 Authors

2 Claeskens, Gerda
2 Hart, Jeffrey D.
2 Heinzl, Felix
2 Kauermann, Goran
2 Mohammadzadeh, Mohsen
2 Tutz, Gerhard E.
1 Adeleke, Matthew Adekunle
1 Aerts, Marc
1 Agresti, Alan
1 Ariyo, Oludare Samuel
1 Baghishani, Hossein
1 Bao, Junshu
1 Bartolucci, Francesco
1 Beloeil, Pierre-Alexandre
1 Broström, Göran
1 Buckland, Stephen T.
1 Burger, L. W. jun.
1 Burzykowski, Tomasz
1 Cipolli, William III
1 De Giuli, Maria Elena
1 Dion, Charlotte
1 Eidsvik, Jo
1 Evans, K. O.
1 Galecki, Andrzej T.
1 Hanson, Timothy E.
1 Held, Leonhard
1 Holmberg, Henrik
1 Hosseini, Fatemeh
1 Hu, Changhua
1 Hu, Jiawen
1 Huang, Lu
1 Huang, Tao
1 Huang, Xianzheng
1 Jaspers, Stijn
1 King, Ruth
1 Komárek, Arnošt
1 Lesaffre, Emmanuel M. E. H.
1 Mabon, Gwennaëlle
1 Mackenzie, M. L.
1 Manelli, Claudio
1 Marras, Elisabetta
1 Meyer, Renate
1 Mira, Antonietta
1 Oedekoven, C. S.
1 Peng, Heng
1 Phuong, Cao Xuan
1 Rue, Håvard
1 Sartori, Nicola
1 Sauter, Rafael
1 Schellhase, Christian
1 Severini, Thomas A.
1 Si, XiaoSheng
1 Tang, Li
1 Tarantola, Claudia
1 Trong, Dang Duc
1 Valle, Luciana Dalla
1 Verbeke, Geert N.
1 Viet, Tran Quoc
1 Wang, Pingping
1 Xu, Ancha
1 Xu, Peirong
1 Yu, Shun
1 Zhang, Bo
1 Zhang, Hui
1 Zhang, Jianxun
1 Zhang, Tonglin
1 Zhang, Zhengxin
1 Zhang, Zhiwei
1 Zheng, Jianfei
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Cited in 16 Serials

7 Computational Statistics and Data Analysis
3 Computational Statistics
3 Statistics and Computing
2 Journal of Statistical Computation and Simulation
2 Test
2 Statistical Modelling
1 Journal of the Franklin Institute
1 Journal of Multivariate Analysis
1 Journal of Statistical Planning and Inference
1 Statistics & Probability Letters
1 Applied Mathematical Modelling
1 Communications in Statistics. Theory and Methods
1 European Journal of Operational Research
1 Mathematical Methods of Statistics
1 Statistical Methods and Applications
1 Springer Texts in Statistics

Cited in 5 Fields

28 Statistics (62-XX)
2 Probability theory and stochastic processes (60-XX)
1 Numerical analysis (65-XX)
1 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
1 Systems theory; control (93-XX)

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