Donald Hedeker to Models, Statistical
This is a "connection" page, showing publications Donald Hedeker has written about Models, Statistical.
Connection Strength
8.392
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A Note on Ordinal Modeling of Smoking Rate Data. Nicotine Tob Res. 2026 Feb 24; 28(3):397-403.
Score: 0.742
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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: 0.710
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Defining R-squared measures for mixed-effects location scale models. Stat Med. 2022 09 30; 41(22):4467-4483.
Score: 0.577
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Centering categorical predictors in multilevel models: Best practices and interpretation. Psychol Methods. 2023 Jun; 28(3):613-630.
Score: 0.555
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Latent trait shared-parameter mixed models for missing ecological momentary assessment data. Stat Med. 2019 02 20; 38(4):660-673.
Score: 0.446
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A mixed-effects location scale model for time-to-event data: A smoking behavior application. Addict Behav. 2019 07; 94:42-49.
Score: 0.442
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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: 0.402
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Sigmoidal mixed models for longitudinal data. Stat Methods Med Res. 2018 03; 27(3):863-875.
Score: 0.376
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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: 0.349
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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: 0.340
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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: 0.324
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Two propensity score-based strategies for a three-decade observational study: investigating psychotropic medications and suicide risk. Stat Med. 2012 Nov 30; 31(27):3255-60.
Score: 0.290
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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: 0.290
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Modeling between-subject and within-subject variances in ecological momentary assessment data using mixed-effects location scale models. Stat Med. 2012 Nov 30; 31(27):3328-36.
Score: 0.282
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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: 0.208
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Analysis of binary outcomes with missing data: missing = smoking, last observation carried forward, and a little multiple imputation. Addiction. 2007 Oct; 102(10):1564-73.
Score: 0.207
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A mixed-effects regression model for three-level ordinal response data. Stat Med. 2005 Nov 15; 24(21):3331-45.
Score: 0.182
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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: 0.173
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Criterion validity and relationships between alternative hierarchical dimensional models of general and specific psychopathology. J Abnorm Psychol. 2020 Oct; 129(7):677-688.
Score: 0.126
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A tractable method to account for high-dimensional nonignorable missing data in intensive longitudinal data. Stat Med. 2020 09 10; 39(20):2589-2605.
Score: 0.124
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Using multivariate mixed-effects selection models for analyzing batch-processed proteomics data with non-ignorable missingness. Biostatistics. 2019 10 01; 20(4):648-665.
Score: 0.119
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A 3-level Bayesian mixed effects location scale model with an application to ecological momentary assessment data. Stat Med. 2018 06 15; 37(13):2108-2119.
Score: 0.107
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Random effects probit and logistic regression models for three-level data. Biometrics. 1997 Dec; 53(4):1527-37.
Score: 0.105
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A scalable approach to measuring the impact of nonignorable nonresponse with an EMA application. Stat Med. 2016 12 30; 35(30):5579-5602.
Score: 0.096
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Estimating individual influences of behavioral intentions: an application of random-effects modeling to the theory of reasoned action. J Consult Clin Psychol. 1996 Feb; 64(1):109-20.
Score: 0.092
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A random-effects ordinal regression model for multilevel analysis. Biometrics. 1994 Dec; 50(4):933-44.
Score: 0.085
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Application of random-effects probit regression models. J Consult Clin Psychol. 1994 Apr; 62(2):285-96.
Score: 0.081
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Simulation of massive public health data by power polynomials. Stat Med. 2012 Nov 30; 31(27):3337-46.
Score: 0.071
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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: 0.071
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A comment on analyzing addictive behaviors over time. Nicotine Tob Res. 2010 Apr; 12(4):445-8.
Score: 0.061
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A comparison of mixed-effects quantile stratification propensity adjustment strategies for longitudinal treatment effectiveness analyses of continuous outcomes. Stat Med. 2007 Jun 15; 26(13):2650-65.
Score: 0.051
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Bias reduction with an adjustment for participants' intent to dropout of a randomized controlled clinical trial. Clin Trials. 2007; 4(5):540-7.
Score: 0.049
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Random-effects regression analysis of correlated grouped-time survival data. Stat Methods Med Res. 2000 Apr; 9(2):161-79.
Score: 0.031
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Measuring the Impact of Nonignorable Missingness Using the R Package isni. Comput Methods Programs Biomed. 2018 Oct; 164:207-220.
Score: 0.027
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Comparison of population-averaged and subject-specific approaches for analyzing repeated binary outcomes. Am J Epidemiol. 1998 Apr 01; 147(7):694-703.
Score: 0.027
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Classification Tree Analysis as a Method for Uncovering Relations Between CHRNA5A3B4 and CHRNB3A6 in Predicting Smoking Progression in Adolescent Smokers. Nicotine Tob Res. 2017 Apr 01; 19(4):410-416.
Score: 0.025
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Application of random-effects regression models in relapse research. Addiction. 1996 Dec; 91 Suppl:S211-29.
Score: 0.024
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MIXREG: a computer program for mixed-effects regression analysis with autocorrelated errors. Comput Methods Programs Biomed. 1996 May; 49(3):229-52.
Score: 0.023
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Role of previous claims and specialty on the effectiveness of risk-management education for office-based physicians. West J Med. 1995 Oct; 163(4):346-50.
Score: 0.023
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Analysis of clustered data in community psychology: with an example from a worksite smoking cessation project. Am J Community Psychol. 1994 Oct; 22(5):595-615.
Score: 0.021
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Modeling mood variation and covariation among adolescent smokers: application of a bivariate location-scale mixed-effects model. Nicotine Tob Res. 2014 May; 16 Suppl 2:S151-8.
Score: 0.020
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A comment on the selection of 'healthy controls' for psychiatric experiments. Arch Gen Psychiatry. 1990 Aug; 47(8):785-6.
Score: 0.016
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The natural history of college smoking: trajectories of daily smoking during the freshman year. Addict Behav. 2006 Dec; 31(12):2212-22.
Score: 0.012
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Behavioral economics and drug choice: effects of unit price on cocaine self-administration by monkeys. Drug Alcohol Depend. 1993 Sep; 33(2):193-9.
Score: 0.005
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Some conceptual and statistical issues in analysis of longitudinal psychiatric data. Application to the NIMH treatment of Depression Collaborative Research Program dataset. Arch Gen Psychiatry. 1993 Sep; 50(9):739-50.
Score: 0.005