Geert Molenberghs

According to our database1, Geert Molenberghs authored at least 31 papers between 2004 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
An interpretation of radial basis function networks as zero-mean Gaussian process emulators in cluster space.
J. Comput. Appl. Math., 2020

Generating random correlation matrices with fixed values: An application to the evaluation of multivariate surrogate endpoints.
Comput. Stat. Data Anal., 2020

2019
Integrated nested Laplace approximation for the analysis of count data via the combined model: A simulation study.
Communications in Statistics - Simulation and Computation, 2019

2018
Fast, closed-form, and efficient estimators for hierarchical models with AR(1) covariance and unequal cluster sizes.
Communications in Statistics - Simulation and Computation, 2018

On the sample mean after a group sequential trial.
Comput. Stat. Data Anal., 2018

2016
The Combined Model: A Tool for Simulating Correlated Counts with Overdispersion.
Communications in Statistics - Simulation and Computation, 2016

Finite information limit variance-covariance structures: Is the entire dataset needed for analysis?
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

2015
A Simulation Study Comparing Multiple Imputation Methods for Incomplete Longitudinal Ordinal Data.
Communications in Statistics - Simulation and Computation, 2015

Comparison of Additive and Multiplicative Bayesian Models for Longitudinal Count Data with Overdispersion Parameters: A Simulation Study.
Communications in Statistics - Simulation and Computation, 2015

2014
GEE for longitudinal ordinal data: Comparing R-geepack, R-multgee, R-repolr, SAS-GENMOD, SPSS-GENLIN.
Comput. Stat. Data Anal., 2014

2013
Comparison of methods for the selection of genomic biomarkers.
IJDMB, 2013

A hierarchical Bayesian approach for the analysis of longitudinal count data with overdispersion: A simulation study.
Comput. Stat. Data Anal., 2013

2012
A combined beta and normal random-effects model for repeated, overdispersed binary and binomial data.
J. Multivar. Anal., 2012

A mixed effects least squares support vector machine model for classification of longitudinal data.
Comput. Stat. Data Anal., 2012

A combined overdispersed and marginalized multilevel model.
Comput. Stat. Data Anal., 2012

A nonparametric approach to weighted estimating equations for regression analysis with missing covariates.
Comput. Stat. Data Anal., 2012

2011
Repeated Measures.
Proceedings of the International Encyclopedia of Statistical Science, 2011

Linear Mixed Models.
Proceedings of the International Encyclopedia of Statistical Science, 2011

Incomplete Data in Clinical and Epidemiological Studies.
Proceedings of the International Encyclopedia of Statistical Science, 2011

MCMC-based estimation methods for continuous longitudinal data with non-random (non)-monotone missingness.
Comput. Stat. Data Anal., 2011

Estimating negative variance components from Gaussian and non-Gaussian data: A mixed models approach.
Comput. Stat. Data Anal., 2011

2010
Using earlier measures in a longitudinal sequence as a potential surrogate for a later one.
Comput. Stat. Data Anal., 2010

Semi-parametric marginal models for hierarchical data and their corresponding full models.
Comput. Stat. Data Anal., 2010

2008
A simulation study comparing weighted estimating equations with multiple imputation based estimating equations for longitudinal binary data.
Comput. Stat. Data Anal., 2008

A family of tests to detect misspecifications in the random-effects structure of generalized linear mixed models.
Comput. Stat. Data Anal., 2008

2007
Flexible surrogate marker evaluation from several randomized clinical trials with continuous endpoints, using R and SAS.
Comput. Stat. Data Anal., 2007

2006
The nature of sensitivity in monotone missing not at random models.
Comput. Stat. Data Anal., 2006

A hierarchical modeling approach for risk assessment in developmental toxicity studies.
Comput. Stat. Data Anal., 2006

2005
Kernel weighted influence measures.
Comput. Stat. Data Anal., 2005

2004
A pairwise likelihood approach to estimation in multilevel probit models.
Comput. Stat. Data Anal., 2004

Choice of units of analysis and modeling strategies in multilevel hierarchical models.
Comput. Stat. Data Anal., 2004


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