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Hedeker, Donald
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PropertyValue
keywords longitudinal data analysis
overview Donald Hedeker's chief expertise is in the development and use of advanced statistical methods for clustered and longitudinal data, with particular emphasis on mixed-effects models. He is the primary author of several freeware computer programs for mixed-effects analysis. With Robert Gibbons, Don is the author of the text “Longitudinal Data Analysis,” published by Wiley in 2006. More recently, he has developed methods and software for analysis of intensive longitudinal data, which are data with many measurements over time, often collected using mobile devices and/or the internet. Such data are increasingly obtained by researchers in many research areas, for example in the areas of mobile health (mHealth) and ecological momentary assessment (EMA) studies. He is an associate editor for Statistics in Medicine.
One or more keywords matched the following items that are connected to Hedeker, Donald
Item TypeName
Concept Statistics as Topic
Concept Longitudinal Studies
Academic Article MIXOR: a computer program for mixed-effects ordinal regression analysis.
Academic Article Random effects probit and logistic regression models for three-level data.
Academic Article A comment on the selection of 'healthy controls' for psychiatric experiments.
Academic Article Advances in analysis of longitudinal data.
Academic Article Random regression models: a comprehensive approach to the analysis of longitudinal psychiatric data.
Academic Article Regression toward the mean: more on the price of beer and the salaries of priests.
Academic Article A random-effects ordinal regression model for multilevel analysis.
Academic Article Application of random-effects probit regression models.
Academic Article MIXREG: a computer program for mixed-effects regression analysis with autocorrelated errors.
Academic Article Some conceptual and statistical issues in analysis of longitudinal psychiatric data. Application to the NIMH treatment of Depression Collaborative Research Program dataset.
Academic Article A longitudinal study of plasma cortisol and depressive symptomatology by random regression analysis.
Academic Article A random-effects mixture model for classifying treatment response in longitudinal clinical trials.
Academic Article Intention-to-treat analyses in behavioral medicine randomized clinical trials.
Academic Article A comparison of mixed-effects quantile stratification propensity adjustment strategies for longitudinal treatment effectiveness analyses of continuous outcomes.
Academic Article The relationship between academic performance and severity of depressed mood during medical school.
Academic Article Bayesian mixed-effects location and scale models for multivariate longitudinal outcomes: an application to ecological momentary assessment data.
Academic Article A mixed-effects quintile-stratified propensity adjustment for effectiveness analyses of ordered categorical doses.
Academic Article Momentary assessment of affect, physical feeling states, and physical activity in children.
Academic Article Exploring alternate processes contributing to the association between maternal smoking and the smoking behavior among young adult offspring.
Academic Article Risk factors for adolescent smoking: parental smoking and the mediating role of nicotine dependence.
Academic Article Longitudinal trajectories of marijuana use from adolescence to young adulthood.
Academic Article Performance of a propensity score adjustment in longitudinal studies with covariate-dependent representation.
Academic Article Effect of neuronal nicotinic acetylcholine receptor genes (CHRN) on longitudinal cigarettes per day in adolescents and young adults.
Academic Article Modeling nicotine dependence: an application of a longitudinal IRT model for the analysis of adolescent nicotine dependence syndrome scale.
Academic Article A mixed-effects multinomial logistic regression model.
Academic Article Smoking antecedents: separating between- and within-person effects of tobacco dependence in a multiwave ecological momentary assessment investigation of adolescent smoking.
Academic Article Factors predicting compliance to ecological momentary assessment among adolescent smokers.
Academic Article Analysis of binary outcomes with missing data: missing = smoking, last observation carried forward, and a little multiple imputation.
Academic Article Modeling mood variation and covariation among adolescent smokers: application of a bivariate location-scale mixed-effects model.
Academic Article Application of random-effects regression models in relapse research.
Academic Article Two propensity score-based strategies for a three-decade observational study: investigating psychotropic medications and suicide risk.
Academic Article A mixed-effects regression model for longitudinal multivariate ordinal data.
Academic Article Bias reduction in effectiveness analyses of longitudinal ordinal doses with a mixed-effects propensity adjustment.
Academic Article An imputation strategy for incomplete longitudinal ordinal data.
Academic Article Statistical analysis of randomized trials in tobacco treatment: longitudinal designs with dichotomous outcome.
Academic Article The natural history of college smoking: trajectories of daily smoking during the freshman year.
Academic Article An integrated data analysis approach to investigating measurement equivalence of DSM nicotine dependence symptoms.
Academic Article Validity of the Test of Infant Motor Performance for discriminating among infants with varying risk for poor motor outcome.
Academic Article Gaussianization-based quasi-imputation and expansion strategies for incomplete correlated binary responses.
Academic Article Comparison of population-averaged and subject-specific approaches for analyzing repeated binary outcomes.
Academic Article The time-varying influences of peer and family support on adolescent daily positive and negative affect.
Academic Article Analysis of longitudinal substance use outcomes using ordinal random-effects regression models.
Academic Article A longitudinal comparison of the AIDS-related attitudes and knowledge of parents and their children.
Academic Article Work and Non-Work Physical Activity Predict Real-Time Smoking Level and Urges in Young Adults.
Academic Article CYP2A6 Longitudinal Effects in Young Smokers.
Academic Article Examining the Variability of Sleep Patterns during Treatment for Chronic Insomnia: Application of a Location-Scale Mixed Model.
Academic Article Early-Emerging Nicotine Dependence Has Lasting and Time-Varying Effects on Adolescent Smoking Behavior.
Academic Article Missing Data in Longitudinal Trials - Part B, Analytic Issues.
Academic Article Quantile Stratification Based on a Misspecified Propensity Score in Longitudinal Treatment Effectiveness Analyses of Ordinal Doses.
Academic Article Longitudinal Patterns of Daily Affect and Global Mood During Adolescence.
Academic Article Sigmoidal mixed models for longitudinal data.
Academic Article A note on marginalization of regression parameters from mixed models of binary outcomes.
Academic Article Latent trait shared-parameter mixed models for missing ecological momentary assessment data.
Academic Article Biological and environmental determinants of 12-minute run performance in youth.
Academic Article The Role of Nicotine Dependence in E-Cigarettes' Potential for Smoking Reduction.
Academic Article Motor performance, body fatness and environmental factors in preschool children.
Academic Article A mixed-effects location scale model for time-to-event data: A smoking behavior application.
Academic Article Sweet taste liking is associated with subjective response to amphetamine in women but not men.
Academic Article The role of nicotinic receptor genes (CHRN) in the pathways of prenatal tobacco exposure on smoking behavior among young adult light smokers.
Academic Article Modelling the dynamics of children's gross motor coordination.
Academic Article Change and Stability in Sibling Resemblance in Obesity Markers: The Portuguese Sibling Study on Growth, Fitness, Lifestyle, and Health.
Academic Article MixWILD: A program for examining the effects of variance and slope of time-varying variables in intensive longitudinal data.
Academic Article Change and Stability in Sibling Physical Fitness: The Portuguese Sibling Study.
Academic Article A tractable method to account for high-dimensional nonignorable missing data in intensive longitudinal data.
Grant STATISTICAL MODELS FOR NESTED SERVICES UTILIZATION DATA
Grant Variance Modeling of Smoking-related EMA Data
Grant Novel Statistical Models for Intensive Longitudinal Analyses of Cancer Control Behaviors
Academic Article Nicotine Dependence in Dual Users of Cigarettes and E-Cigarettes: Common and Distinct Elements.
Academic Article An empirical example of analysis using a two-stage modeling approach: within-subject association of outdoor context and physical activity predicts future daily physical activity levels.
Academic Article The Effect of Maternal Smoking on Offspring Smoking Is Unrelated to Heritable Personality Traits or Initial Subjective Experiences.
Academic Article Racial discrimination and the moderating effects of racial and ethnic socialization on the mental health of Asian American youth.
Academic Article Analysis of multivariate longitudinal substance use outcomes using multivariate mixed cumulative logit model.
Academic Article How acute affect dynamics impact longitudinal changes in physical activity among children.
Academic Article Measuring young adult appeal for menthol and non-menthol cigarettes: protocol of a clinical trial using both laboratory and intensive longitudinal methods (PRISM).
Academic Article Parameters of EMA Compliance and Self-Reported Reactivity in a Longitudinal Study of Young Adult Cannabis and Tobacco Co-Users.
Academic Article Detecting influential subjects in intensive longitudinal data using mixed-effects location scale models.
Academic Article Statistical analysis of the longitudinal fundamental movement skills data in the REACT project using the multilevel ordinal logistic model.
Academic Article An introduction and practical guide to strategies for analyzing longitudinal data in clinical trials of smoking cessation treatment: Beyond dichotomous point-prevalence outcomes.
Search Criteria
  • Longitudinal
  • Data Analysis