Employing a Monte Carlo algorithm in expectation maximization restricted maximum likelihood estimation of the linear mixed model

Journal of Animal Breeding and Genetics ◽

10.1111/j.1439-0388.2012.01000.x ◽

2012 ◽

pp. no-no ◽

Author(s):

K. Matilainen ◽

E.A. Mäntysaari ◽

M.H. Lidauer ◽

I. Strandén ◽

R. Thompson

Keyword(s):

Monte Carlo ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Expectation Maximization ◽

Mixed Model ◽

Linear Mixed Model ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Monte Carlo Algorithm ◽

Restricted Maximum Likelihood Estimation

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Efficient Monte Carlo algorithm for restricted maximum likelihood estimation of genetic parameters

Journal of Animal Breeding and Genetics ◽

10.1111/jbg.12375 ◽

2019 ◽

Vol 136 (4) ◽

pp. 252-261 ◽

Author(s):

Kaarina Matilainen ◽

Esa A. Mäntysaari ◽

Ismo Strandén

Keyword(s):

Monte Carlo ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Genetic Parameters ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Monte Carlo Algorithm ◽

Restricted Maximum Likelihood Estimation ◽

Estimation Of Genetic Parameters

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Employing a Monte Carlo Algorithm in Newton-Type Methods for Restricted Maximum Likelihood Estimation of Genetic Parameters

PLoS ONE ◽

10.1371/journal.pone.0080821 ◽

2013 ◽

Vol 8 (12) ◽

pp. e80821 ◽

Author(s):

Kaarina Matilainen ◽

Esa A. Mäntysaari ◽

Martin H. Lidauer ◽

Ismo Strandén ◽

Robin Thompson

Keyword(s):

Monte Carlo ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Genetic Parameters ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Monte Carlo Algorithm ◽

Restricted Maximum Likelihood Estimation ◽

Estimation Of Genetic Parameters

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Sparse Matrix Inversion for Restricted Maximum Likelihood Estimation of Variance Components by Expectation-Maximization

Journal of Dairy Science ◽

10.3168/jds.s0022-0302(93)77478-0 ◽

1993 ◽

Vol 76 (5) ◽

pp. 1479-1483 ◽

Author(s):

Ignacy Misztal ◽

Miguel Perez-Enciso

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Expectation Maximization ◽

Variance Components ◽

Sparse Matrix ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Matrix Inversion ◽

Estimation Of Variance ◽

Restricted Maximum Likelihood Estimation

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Restricted Maximum Likelihood Estimation of Heritabilities for Carcass Traits in the Base and Current Populations of Japanese Black Cattle

Nihon Chikusan Gakkaiho ◽

10.2508/chikusan.65.720 ◽

1994 ◽

Vol 65 (8) ◽

pp. 720-725 ◽

Author(s):

Kazuyuki MORIYA ◽

Taiji DOHOGO ◽

Yoshiyuki SASAKI

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Carcass Traits ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Japanese Black Cattle ◽

Restricted Maximum Likelihood Estimation

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Maximum likelihood and restricted maximum likelihood estimation for a class of Gaussian Markov random fields

Metrika ◽

10.1007/s00184-009-0295-7 ◽

2009 ◽

Vol 74 (2) ◽

pp. 167-183 ◽

Author(s):

Victor De Oliveira ◽

Marco A. R. Ferreira

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Random Fields ◽

Markov Random Fields ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Gaussian Markov Random Fields ◽

Markov Random ◽

Restricted Maximum Likelihood Estimation

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Restricted Maximum Likelihood Estimation of Bias and Reliability in the Comparison of Several Measuring Methods

10.2307/2530155 ◽

1981 ◽

Vol 37 (4) ◽

pp. 733 ◽

Author(s):

Randy L. Carter

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Measuring Methods ◽

Restricted Maximum Likelihood Estimation

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Restricted maximum likelihood estimation of genetic principal components and smoothed covariance matrices

Genetics Selection Evolution ◽

10.1186/1297-9686-37-1-1 ◽

2005 ◽

Vol 37 (1) ◽

pp. 1 ◽

Author(s):

Karin Meyer ◽

Mark Kirkpatrick

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Principal Components ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Covariance Matrices ◽

Restricted Maximum Likelihood Estimation

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Derivative-Free Restricted Maximum Likelihood Estimation in Animal Models with a Sparse Matrix Solver

Journal of Dairy Science ◽

10.3168/jds.s0022-0302(91)78629-3 ◽

1991 ◽

Vol 74 (12) ◽

pp. 4337-4343 ◽

Author(s):

K.G. Boldman ◽

L.D. Van Vleck

Keyword(s):

Maximum Likelihood ◽

Animal Models ◽

Maximum Likelihood Estimation ◽

Sparse Matrix ◽

Likelihood Estimation ◽

Restricted Maximum Likelihood ◽

Derivative Free ◽

Restricted Maximum Likelihood Estimation

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Robustified Maximum Likelihood Estimation in Generalized Partial Linear Mixed Model for Longitudinal Data

10.1111/j.1541-0420.2008.01050.x ◽

2008 ◽

Vol 65 (1) ◽

pp. 52-59 ◽

Author(s):

Guo You Qin ◽

Zhong Yi Zhu

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Longitudinal Data ◽

Mixed Model ◽

Linear Mixed Model ◽

Likelihood Estimation ◽

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Prediction Error Variance and Restricted Maximum Likelihood Estimation for Animal Model with Relationship Grouping

Journal of Dairy Science ◽

10.3168/jds.s0022-0302(89)79337-1 ◽

1989 ◽

Vol 72 (8) ◽

pp. 2125-2135 ◽

Author(s):

Y. Da ◽

M. Grossman ◽

I. Misztal

Keyword(s):

Animal Model ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Prediction Error ◽

Likelihood Estimation ◽

Error Variance ◽

Restricted Maximum Likelihood ◽

Prediction Error Variance ◽

Restricted Maximum Likelihood Estimation

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