Estimation and prediction in linear mixed models with skew-normal random effects for longitudinal data

Statistics in Medicine ◽

10.1002/sim.3026 ◽

2008 ◽

Vol 27 (9) ◽

pp. 1490-1507 ◽

Author(s):

Tsung I. Lin ◽

Jack C. Lee

Keyword(s):

Longitudinal Data ◽

Random Effects ◽

Mixed Models ◽

Linear Mixed Models ◽

Estimation And Prediction ◽

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Inferences in linear mixed models with skew-normal random effects

Acta Mathematica Sinica English Series ◽

10.1007/s10114-015-3326-5 ◽

2015 ◽

Vol 31 (4) ◽

pp. 576-594 ◽

Author(s):

Ren Dao Ye ◽

Tong Hui Wang

Keyword(s):

Random Effects ◽

Mixed Models ◽

Linear Mixed Models ◽

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Testing for random effects in linear mixed models for longitudinal data under moment conditions

Acta Mathematica Sinica English Series ◽

10.1007/s10114-010-8502-z ◽

2010 ◽

Vol 26 (3) ◽

pp. 497-514 ◽

Author(s):

Zai Xing Li ◽

Li Xing Zhu ◽

Ping Wu ◽

Jian Hong Wu ◽

Wang Li Xu

Keyword(s):

Longitudinal Data ◽

Random Effects ◽

Mixed Models ◽

Linear Mixed Models ◽

Moment Conditions

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The effect of misspecifying the random-effects distribution in linear mixed models for longitudinal data

Computational Statistics & Data Analysis ◽

10.1016/s0167-9473(96)00047-3 ◽

1997 ◽

Vol 23 (4) ◽

pp. 541-556 ◽

Author(s):

Geert Verbeke ◽

Emmanuel Lesaffre

Keyword(s):

Longitudinal Data ◽

Random Effects ◽

Mixed Models ◽

Linear Mixed Models

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Multivariate skew-normal at linear mixed models for multi-outcome longitudinal data

Statistical Modelling ◽

10.1177/1471082x13480283 ◽

2013 ◽

Vol 13 (3) ◽

pp. 199-221 ◽

Author(s):

Tsung-I Lin ◽

Wan-Lun Wang

Keyword(s):

Longitudinal Data ◽

Mixed Models ◽

Linear Mixed Models ◽

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Bayesian analysis of skew-normal independent linear mixed models with heterogeneity in the random-effects population

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2011.07.007 ◽

2012 ◽

Vol 142 (1) ◽

pp. 181-200 ◽

Author(s):

Celso Rômulo Barbosa Cabral ◽

Víctor Hugo Lachos ◽

Maria Regina Madruga

Keyword(s):

Bayesian Analysis ◽

Random Effects ◽

Mixed Models ◽

Linear Mixed Models ◽

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Compare Machine Learning Methods and Linear Mixed Models with Random Effects of Longitudinal Data Prediction

Hans Journal of Data Mining ◽

10.12677/hjdm.2015.53006 ◽

2015 ◽

Vol 05 (03) ◽

pp. 39-45

Author(s):

红梅李

Keyword(s):

Machine Learning ◽

Longitudinal Data ◽

Random Effects ◽

Mixed Models ◽

Linear Mixed Models ◽

Learning Methods ◽

Machine Learning Methods ◽

Data Prediction

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A new test for random effects in linear mixed models with longitudinal data

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2012.06.023 ◽

2013 ◽

Vol 143 (1) ◽

pp. 82-95 ◽

Author(s):

Zaixing Li ◽

Lixing Zhu

Keyword(s):

Longitudinal Data ◽

Random Effects ◽

Mixed Models ◽

Linear Mixed Models

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Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data

10.1111/j.0006-341x.2001.00795.x ◽

2001 ◽

Vol 57 (3) ◽

pp. 795-802 ◽

Author(s):

Daowen Zhang ◽

Marie Davidian

Keyword(s):

Longitudinal Data ◽

Random Effects ◽

Mixed Models ◽

Linear Mixed Models

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A semiparametric Bayesian approach to generalized partial linear mixed models for longitudinal data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2012.03.018 ◽

2012 ◽

Vol 56 (12) ◽

pp. 4348-4365 ◽

Author(s):

Nian-Sheng Tang ◽

Xing-De Duan

Keyword(s):

Longitudinal Data ◽

Bayesian Approach ◽

Mixed Models ◽

Linear Mixed Models ◽

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Maximum-likelihood estimation and influence analysis in multivariate skew-normal reproductive dispersion mixed models for longitudinal data

10.1080/02331888.2014.993638 ◽

2015 ◽

Vol 49 (6) ◽

pp. 1348-1365 ◽

Author(s):

Yuan Ying Zhao ◽

Nian Sheng Tang

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Longitudinal Data ◽

Mixed Models ◽

Likelihood Estimation ◽

Influence Analysis ◽

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