Finite mixture of nonlinear mixed-effects joint models in the presence of missing and mismeasured covariate, with application to AIDS studies

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2014.04.003 ◽

2016 ◽

Vol 93 ◽

pp. 119-130 ◽

Author(s):

Xiaosun Lu ◽

Yangxin Huang ◽

Yiliang Zhu

Keyword(s):

Mixed Effects ◽

Finite Mixture ◽

Nonlinear Mixed Effects ◽

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Simultaneous Bayesian inference on a finite mixture of mixed-effects Tobit joint models for longitudinal data with multiple features

Statistics and Its Interface ◽

10.4310/sii.2017.v10.n4.a3 ◽

2017 ◽

Vol 10 (4) ◽

pp. 557-573

Author(s):

Yangxin Huang ◽

Jiaqing Chen ◽

Ping Yin ◽

Huahai Qiu

Keyword(s):

Bayesian Inference ◽

Longitudinal Data ◽

Mixed Effects ◽

Finite Mixture ◽

Joint Models ◽

Multiple Features

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Bayesian quantile regression-based nonlinear mixed-effects joint models for time-to-event and longitudinal data with multiple features

Statistics in Medicine ◽

10.1002/sim.7092 ◽

2016 ◽

Vol 35 (30) ◽

pp. 5666-5685 ◽

Author(s):

Yangxin Huang ◽

Jiaqing Chen

Keyword(s):

Longitudinal Data ◽

Quantile Regression ◽

Mixed Effects ◽

Nonlinear Mixed Effects ◽

Time To Event ◽

Joint Models ◽

Multiple Features ◽

Bayesian Quantile Regression

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Bayesian-frequentist hybrid approach for skew-normal nonlinear mixed-effects joint models in the presence of covariates measured with errors

Statistics and Its Interface ◽

10.4310/sii.2018.v11.n2.a2 ◽

2018 ◽

Vol 11 (2) ◽

pp. 223-236

Author(s):

Gang Han ◽

Yangxin Huang ◽

Ao Yuan

Keyword(s):

Hybrid Approach ◽

Mixed Effects ◽

Nonlinear Mixed Effects ◽

Joint Models ◽

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Bayesian quantile regression for nonlinear mixed-effects joint models for longitudinal data in the presence of mismeasured covariate errors

Journal of Biopharmaceutical Statistics ◽

10.1080/10543406.2016.1269781 ◽

2017 ◽

Vol 27 (5) ◽

pp. 741-755 ◽

Author(s):

Yangxin Huang ◽

Jiaqing Chen ◽

Huahai Qiu

Keyword(s):

Longitudinal Data ◽

Quantile Regression ◽

Mixed Effects ◽

Nonlinear Mixed Effects ◽

Joint Models ◽

Bayesian Quantile Regression

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Bayesian Semiparametric Nonlinear Mixed-Effects Joint Models for Data with Skewness, Missing Responses, and Measurement Errors in Covariates

10.1111/j.1541-0420.2011.01719.x ◽

2011 ◽

Vol 68 (3) ◽

pp. 943-953 ◽

Author(s):

Yangxin Huang ◽

Getachew Dagne

Keyword(s):

Measurement Errors ◽

Mixed Effects ◽

Nonlinear Mixed Effects ◽

Joint Models ◽

Missing Responses ◽

Bayesian Semiparametric

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A flexible nonlinear mixed effects model for HIV viral load rebound after treatment interruption

Statistics in Medicine ◽

10.1002/sim.8529 ◽

2020 ◽

Vol 39 (15) ◽

pp. 2051-2066 ◽

Author(s):

Rui Wang ◽

Ante Bing ◽

Cathy Wang ◽

Yuchen Hu ◽

Ronald J. Bosch ◽

...

Keyword(s):

Treatment Interruption ◽

Mixed Effects ◽

Mixed Effects Model ◽

Nonlinear Mixed Effects ◽

Hiv Viral Load ◽

Nonlinear Mixed Effects Model ◽

Viral Load Rebound

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Design Optimization in Nonlinear Mixed Effects Models Using Cost Functions: Application to a Joint Model of Infliximab and Methotrexate Pharmacokinetics

Communication in Statistics- Theory and Methods ◽

10.1080/03610920902833511 ◽

2009 ◽

Vol 38 (18) ◽

pp. 3351-3368 ◽

Author(s):

Sylvie Retout ◽

Emmanuelle Comets ◽

Caroline Bazzoli ◽

France Mentré

Keyword(s):

Design Optimization ◽

Joint Model ◽

Mixed Effects ◽

Mixed Effects Models ◽

Cost Functions ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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Cross-validation for nonlinear mixed effects models

Journal of Pharmacokinetics and Pharmacodynamics ◽

10.1007/s10928-013-9313-5 ◽

2013 ◽

Vol 40 (2) ◽

pp. 243-252 ◽

Author(s):

Emily Colby ◽

Eric Bair

Keyword(s):

Cross Validation ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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A general method to determine sampling windows for nonlinear mixed effects models with an application to population pharmacokinetic studies

Pharmaceutical Statistics ◽

10.1002/pst.1509 ◽

2012 ◽

Vol 11 (4) ◽

pp. 325-333 ◽

Author(s):

Lee Kien Foo ◽

James McGree ◽

Stephen Duffull

Keyword(s):

Mixed Effects ◽

Mixed Effects Models ◽

Population Pharmacokinetic ◽

Pharmacokinetic Studies ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models ◽

Sampling Windows ◽

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A Nonlinear Mixed-Effects Model to Predict Stem Cumulative Biomass of Standing Trees

Procedia Environmental Sciences ◽

10.1016/j.proenv.2011.09.037 ◽

2011 ◽

Vol 10 ◽

pp. 215-221 ◽

Author(s):

Yaoxiang Li ◽

Lichun Jiang ◽

Mingyu liu

Keyword(s):

Mixed Effects ◽

Mixed Effects Model ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Model ◽

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