Bayesian inference for stochastic differential equation mixed effects models

Mapping Intimacies ◽

10.5204/thesis.eprints.198039 ◽

2020 ◽

Author(s):

Imke Botha

Keyword(s):

Differential Equation ◽

Bayesian Inference ◽

Stochastic Differential Equation ◽

Mixed Effects ◽

Mixed Effects Models

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Bayesian inference for stochastic differential equation mixed effects models of a tumour xenography study

Journal of the Royal Statistical Society Series C (Applied Statistics) ◽

10.1111/rssc.12347 ◽

2019 ◽

Vol 68 (4) ◽

pp. 887-913 ◽

Author(s):

Umberto Picchini ◽

Julie Lyng Forman

Keyword(s):

Differential Equation ◽

Bayesian Inference ◽

Stochastic Differential Equation ◽

Mixed Effects ◽

Mixed Effects Models

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Ensemble Kalman Filter and Extended Kalman Filter for State-Parameter Dual Estimation in Mixed Effects Models Defined by a Stochastic Differential Equation

Technology, Sustainability and Educational Innovation (TSIE) - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-37221-7_24 ◽

2020 ◽

pp. 285-300

Author(s):

Jose Soto ◽

Saba Infante

Keyword(s):

Differential Equation ◽

Kalman Filter ◽

Stochastic Differential Equation ◽

Extended Kalman Filter ◽

Ensemble Kalman Filter ◽

State Parameter ◽

Mixed Effects ◽

Mixed Effects Models ◽

Dual Estimation

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Efficient inference for stochastic differential equation mixed-effects models using correlated particle pseudo-marginal algorithms

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2020.107151 ◽

2021 ◽

Vol 157 ◽

pp. 107151

Author(s):

Samuel Wiqvist ◽

Andrew Golightly ◽

Ashleigh T. McLean ◽

Umberto Picchini

Keyword(s):

Differential Equation ◽

Stochastic Differential Equation ◽

Mixed Effects ◽

Mixed Effects Models

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The use of copulas to practical estimation of multivariate stochastic differential equation mixed effects models

10.1063/1.4934322 ◽

2015 ◽

Author(s):

P. Rupšys

Keyword(s):

Differential Equation ◽

Stochastic Differential Equation ◽

Mixed Effects ◽

Mixed Effects Models

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Particle Methods for Stochastic Differential Equation Mixed Effects Models

Bayesian Analysis ◽

10.1214/20-ba1216 ◽

2020 ◽

Author(s):

Imke Botha ◽

Robert Kohn ◽

Christopher Drovandi

Keyword(s):

Differential Equation ◽

Stochastic Differential Equation ◽

Mixed Effects ◽

Mixed Effects Models ◽

Particle Methods

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Mixed-Effects Models: Bayesian Inference

Springer Series in Statistics - Correlated Data Analysis: Modeling, Analytics, and Applications ◽

10.1007/978-0-387-71393-9_8 ◽

2007 ◽

pp. 195-215

Author(s):

Peter X.-K. Song

Keyword(s):

Bayesian Inference ◽

Mixed Effects ◽

Mixed Effects Models

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Bayesian Inference for Diffusion-Driven Mixed-Effects Models

Bayesian Analysis ◽

10.1214/16-ba1009 ◽

2017 ◽

Vol 12 (2) ◽

pp. 435-463 ◽

Author(s):

Gavin A. Whitaker ◽

Andrew Golightly ◽

Richard J. Boys ◽

Chris Sherlock

Keyword(s):

Bayesian Inference ◽

Mixed Effects ◽

Mixed Effects Models

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Simultaneous Bayesian Inference for Linear, Nonlinear and Semiparametric Mixed-Effects Models with Skew-Normality and Measurement Errors in Covariates

The International Journal of Biostatistics ◽

10.2202/1557-4679.1292 ◽

2011 ◽

Vol 7 (1) ◽

pp. 1-28 ◽

Author(s):

Yangxin Huang ◽

Ren Chen ◽

Getachew Dagne

Keyword(s):

Bayesian Inference ◽

Measurement Errors ◽

Mixed Effects ◽

Mixed Effects Models

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Distributed Bayesian Inference in Linear Mixed-Effects Models

Journal of Computational and Graphical Statistics ◽

10.1080/10618600.2020.1869025 ◽

2021 ◽

pp. 1-48

Author(s):

Sanvesh Srivastava ◽

Yixiang Xu

Keyword(s):

Bayesian Inference ◽

Mixed Effects ◽

Mixed Effects Models ◽

Linear Mixed Effects Models ◽

Linear Mixed Effects

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Bayesian inference in nonlinear mixed-effects models using normal independent distributions

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2013.02.011 ◽

2013 ◽

Vol 64 ◽

pp. 237-252 ◽

Author(s):

Victor H. Lachos ◽

Luis M. Castro ◽

Dipak K. Dey

Keyword(s):

Bayesian Inference ◽

Mixed Effects ◽

Mixed Effects Models ◽

Nonlinear Mixed Effects ◽

Nonlinear Mixed Effects Models

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