A data cloning algorithm for computing maximum likelihood estimates in spatial generalized linear mixed models

Hossein Baghishani; Mohsen Mohammadzadeh

doi:10.1016/j.csda.2010.11.004

A data cloning algorithm for computing maximum likelihood estimates in spatial generalized linear mixed models

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2010.11.004 ◽

2011 ◽

Vol 55 (4) ◽

pp. 1748-1759 ◽

Cited By ~ 17

Author(s):

Hossein Baghishani ◽

Mohsen Mohammadzadeh

Keyword(s):

Maximum Likelihood ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Maximum Likelihood Estimates ◽

Data Cloning

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Computation of maximum likelihood estimates for multiresponse generalized linear mixed models with non-nested, correlated random effects

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2013.11.019 ◽

2014 ◽

Vol 73 ◽

pp. 146-162 ◽

Cited By ~ 4

Author(s):

Andrew T. Karl ◽

Yan Yang ◽

Sharon L. Lohr

Keyword(s):

Maximum Likelihood ◽

Random Effects ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Maximum Likelihood Estimates ◽

Correlated Random Effects

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Maximum Likelihood Estimation in Generalized Linear Mixed Models Using Qausi-Monte Carlo-Based Secant Method

Journal of Natural Sciences and Mathematics ◽

10.12816/0009421 ◽

2013 ◽

Vol 6 (1) ◽

pp. 75-88

Author(s):

Eid M. O. Al-Eid

Keyword(s):

Monte Carlo ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Likelihood Estimation ◽

Secant Method

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An Approximate EM Algorithm for Maximum Likelihood Estimation in Generalized Linear Mixed Models

Communications in Statistics - Simulation and Computation ◽

10.1081/sac-120017862 ◽

2003 ◽

Vol 32 (3) ◽

pp. 787-798 ◽

Cited By ~ 1

Author(s):

Liming Xiang ◽

Siu-Keung Tse

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Em Algorithm ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Likelihood Estimation

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An Assessment of Approximate Maximum Likelihood Estimators in Generalized Linear Mixed Models

Modelling Longitudinal and Spatially Correlated Data - Lecture Notes in Statistics ◽

10.1007/978-1-4612-0699-6_2 ◽

1997 ◽

pp. 11-22 ◽

Cited By ~ 7

Author(s):

John M. Neuhaus ◽

Mark R. Segal

Keyword(s):

Maximum Likelihood ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Maximum Likelihood Estimators ◽

Approximate Maximum Likelihood

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On a hybrid data cloning method and its application in generalized linear mixed models

Statistics and Computing ◽

10.1007/s11222-011-9254-z ◽

2011 ◽

Vol 22 (2) ◽

pp. 597-613 ◽

Cited By ~ 7

Author(s):

Hossein Baghishani ◽

Håvard Rue ◽

Mohsen Mohammadzadeh

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Cloning Method ◽

Hybrid Data ◽

Data Cloning

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Estimability and Likelihood Inference for Generalized Linear Mixed Models Using Data Cloning

Journal of the American Statistical Association ◽

10.1198/jasa.2010.tm09757 ◽

2010 ◽

Vol 105 (492) ◽

pp. 1617-1625 ◽

Cited By ~ 99

Author(s):

Subhash R. Lele ◽

Khurram Nadeem ◽

Byron Schmuland

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Likelihood Inference ◽

Data Cloning ◽

Using Data

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Maximum Likelihood Algorithms for Generalized Linear Mixed Models

Journal of the American Statistical Association ◽

10.1080/01621459.1997.10473613 ◽

1997 ◽

Vol 92 (437) ◽

pp. 162-170 ◽

Cited By ~ 317

Author(s):

Charles E. McCulloch

Keyword(s):

Maximum Likelihood ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models

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Misspecified maximum likelihood estimates and generalised linear mixed models

Biometrika ◽

10.1093/biomet/88.4.973 ◽

2001 ◽

Vol 88 (4) ◽

pp. 973-985 ◽

Cited By ~ 190

Author(s):

P. J. Heagerty ◽

B. F. Kurland

Keyword(s):

Maximum Likelihood ◽

Mixed Models ◽

Linear Mixed Models ◽

Maximum Likelihood Estimates ◽

Generalised Linear Mixed Models

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A comparative study of approximation methods for maximum likelihood estimation in generalized linear mixed models (GLMM)

10.1063/1.4979449 ◽

2017 ◽

Author(s):

Dian Handayani ◽

Khairil Anwar Notodiputro ◽

Kusman Sadik ◽

Anang Kurnia

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Comparative Study ◽

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Likelihood Estimation ◽

Approximation Methods

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Likelihood inference in generalized linear mixed models with two components of dispersion using data cloning

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2012.04.008 ◽

2012 ◽

Vol 56 (12) ◽

pp. 4259-4265 ◽

Cited By ~ 7

Author(s):

Mahmoud Torabi

Keyword(s):

Mixed Models ◽

Generalized Linear Mixed Models ◽

Linear Mixed Models ◽

Likelihood Inference ◽

Data Cloning ◽

Using Data

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