Donald Hedeker to Computer Simulation
This is a "connection" page, showing publications Donald Hedeker has written about Computer Simulation.
Connection Strength
1.654
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Fast Estimation and Valid Statistical Inference for Mixed-Effect Location-Scale Models Using Variational Inference. Stat Med. 2026 Jun; 45(13-14):e70640.
Score: 0.174
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Modeling intraindividual means and variances from ecological momentary assessment data: comparing standard computational formulas to mixed-effects location-scale model estimates. J Behav Med. 2026 04; 49(2):254-274.
Score: 0.173
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A latent class location-scale regression model with an application to calorie intake data. J Behav Med. 2026 04; 49(2):275-285.
Score: 0.170
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A Bayesian Two-Step Multiple Imputation Approach Based on Mixed Models for Missing EMA Data. Stat Med. 2025 Nov; 44(25-27):e70325.
Score: 0.167
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Negative binomial mixed effects location-scale models for intensive longitudinal count-type physical activity data provided by wearable devices. Biometrics. 2025 Jul 03; 81(3).
Score: 0.163
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Defining R-squared measures for mixed-effects location scale models. Stat Med. 2022 09 30; 41(22):4467-4483.
Score: 0.133
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A note on marginalization of regression parameters from mixed models of binary outcomes. Biometrics. 2018 03; 74(1):354-361.
Score: 0.093
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Sigmoidal mixed models for longitudinal data. Stat Methods Med Res. 2018 03; 27(3):863-875.
Score: 0.086
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A novel modeling framework for ordinal data defined by collapsed counts. Stat Med. 2015 Jul 10; 34(15):2312-24.
Score: 0.080
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Bayesian mixed-effects location and scale models for multivariate longitudinal outcomes: an application to ecological momentary assessment data. Stat Med. 2015 Feb 20; 34(4):630-51.
Score: 0.078
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Binary variable multiple-model multiple imputation to address missing data mechanism uncertainty: application to a smoking cessation trial. Stat Med. 2014 Jul 30; 33(17):3013-28.
Score: 0.075
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A three-level mixed-effects location scale model with an application to ecological momentary assessment data. Stat Med. 2012 Nov 20; 31(26):3192-210.
Score: 0.067
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An application of a mixed-effects location scale model for analysis of Ecological Momentary Assessment (EMA) data. Biometrics. 2008 Jun; 64(2):627-34.
Score: 0.048
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Gaussianization-based quasi-imputation and expansion strategies for incomplete correlated binary responses. Stat Med. 2007 Feb 20; 26(4):782-99.
Score: 0.046
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A mixed-effects quintile-stratified propensity adjustment for effectiveness analyses of ordered categorical doses. Stat Med. 2005 Feb 28; 24(4):647-58.
Score: 0.040
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Extending the mixed-effects model to consider within-subject variance for Ecological Momentary Assessment data. Stat Med. 2020 02 28; 39(5):577-590.
Score: 0.028
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Simulation of massive public health data by power polynomials. Stat Med. 2012 Nov 30; 31(27):3337-46.
Score: 0.016
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Performance of a propensity score adjustment in longitudinal studies with covariate-dependent representation. Stat Med. 2012 Sep 10; 31(20):2262-74.
Score: 0.016