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Hedeker, Donald
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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 Evaluation Studies as Topic
Concept Cross-Sectional Studies
Concept Feasibility Studies
Concept Cohort Studies
Concept Urban Population
Concept Multicenter Studies as Topic
Concept Case-Control Studies
Concept Twin Studies as Topic
Concept Cross-Over Studies
Concept Sampling Studies
Concept Follow-Up Studies
Concept Longitudinal Studies
Concept Prospective Studies
Concept Retrospective Studies
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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.
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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 Intraclass correlation estimates in a school-based smoking prevention study. Outcome and mediating variables, by sex and ethnicity.
Academic Article Multiple behavior changes in diet and activity: a randomized controlled trial using mobile technology.
Academic Article Obesity prevention in low socioeconomic status urban African-american adolescents: study design and preliminary findings of the HEALTH-KIDS Study.
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 The patterns and predictors of smokeless tobacco onset among urban public school teenagers.
Academic Article Modeling mood variation and covariation among adolescent smokers: application of a bivariate location-scale mixed-effects model.
Academic Article A mixed-effects regression model for three-level ordinal response data.
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 PDA+: A Personal Digital Assistant for Obesity Treatment - an RCT testing the use of technology to enhance weight loss treatment for veterans.
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 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 A follow-up of a media-based, worksite smoking cessation program.
Academic Article The thresholds of change model: an approach to analyzing stages of change data.
Academic Article The Clinician-Administered Rating Scale for Mania (CARS-M): development, reliability, and validity.
Academic Article Modelling ordinal responses from co-twin control studies.
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 Effect of tryptophan depletion on smokers and nonsmokers with and without history of major depression.
Academic Article Analysis of longitudinal substance use outcomes using ordinal random-effects regression models.
Academic Article One-year follow-up of a randomized clinical trial comparing flexion distraction with an exercise program for chronic low-back pain.
Academic Article A longitudinal comparison of the AIDS-related attitudes and knowledge of parents and their children.
Academic Article Early emerging nicotine dependence symptoms in adolescence predict daily smoking in young adulthood.
Academic Article Work and Non-Work Physical Activity Predict Real-Time Smoking Level and Urges in Young Adults.
Academic Article Acceptability and feasibility of a visual working memory task in an ecological momentary assessment paradigm.
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 mHealth Intervention to Improve Diabetes Risk Behaviors in India: A Prospective, Parallel Group Cohort Study.
Academic Article Using clinical data to predict high-cost performance coding issues associated with pressure ulcers: a multilevel cohort model.
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 Effects of an abbreviated obesity intervention supported by mobile technology: The ENGAGED randomized clinical trial.
Academic Article Assessing the implementation of a bedside service handoff on an academic hospitalist service.
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 Evaluating the mutual pathways among electronic cigarette use, conventional smoking and nicotine dependence.
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 Hematologic toxicity in BRCA1 and BRCA2 mutation carriers during chemotherapy: A retrospective matched cohort study.
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 ChicagO Multiethnic Prevention and Surveillance Study (COMPASS): Increased Response Rates Among African American Residents in Low Socioeconomic Status Neighborhoods.
Grant Variance Modeling of Smoking-related EMA Data
Grant Novel Statistical Models for EMA Studies of Physical Activity
Academic Article Nicotine Dependence in Dual Users of Cigarettes and E-Cigarettes: Common and Distinct Elements.
Academic Article Implementing a multilevel intervention to accelerate colorectal cancer screening and follow-up in federally qualified health centers using a stepped wedge design: a study protocol.
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 Impact of post-diagnosis weight change on survival outcomes in Black and White breast cancer patients.
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 Contributions of Social Factors to Disparities in Prostate Cancer Risk Profiles among Black Men and Non-Hispanic White Men with Prostate Cancer in California.
Academic Article Associations of polygenic risk for attention-deficit/hyperactivity disorder with general and specific dimensions of childhood psychological problems and facets of impulsivity.
Academic Article Association between affect and cannabis use varies by social context.
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  • Urban Population
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