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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.
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Item TypeName
Concept Acquired Immunodeficiency Syndrome
Concept Affective Symptoms
Concept Anti-Inflammatory Agents, Non-Steroidal
Concept Central Nervous System Stimulants
Concept Computer Simulation
Concept Pressure Ulcer
Concept Evaluation Studies as Topic
Concept Sleep Initiation and Maintenance Disorders
Concept Health Surveys
Concept Hypothalamo-Hypophyseal System
Concept Community Health Services
Concept Cross-Sectional Studies
Concept Drug Utilization
Concept Memory, Short-Term
Concept Feasibility Studies
Concept Nutrition Surveys
Concept Health Services
Concept Personal Satisfaction
Concept Factor Analysis, Statistical
Concept Length of Stay
Concept Health Services Accessibility
Concept Home Care Services
Concept Motor Skills
Concept National Institute of Mental Health (U.S.)
Concept Psychology, Social
Concept Intensive Care Units
Concept Neoplasm Staging
Concept Self Disclosure
Concept Sexual Behavior
Concept Specialties, Surgical
Concept State Government
Concept School Health Services
Concept Schools
Concept Social Facilitation
Concept Social Support
Concept Somatotypes
Concept Cohort Studies
Concept Self Care
Concept Sexual Maturation
Concept Smoking
Concept Social Behavior Disorders
Concept Sodium
Concept Specialization
Concept Schizophrenic Psychology
Concept Seasons
Concept Self-Help Groups
Concept Serotonin
Concept Spinal Cord Injuries
Concept Sensitivity and Specificity
Concept Social Environment
Concept Social Identification
Concept Sports
Concept Stress, Psychological
Concept Students, Medical
Concept Substance Withdrawal Syndrome
Concept Suicide
Concept Sweetening Agents
Concept Social Behavior
Concept Social Class
Concept Software
Concept Statistics as Topic
Concept Inappropriate ADH Syndrome
Concept Computer Security
Concept Smoking Cessation
Concept United States
Concept Students
Concept Tobacco, Smokeless
Concept Sex Distribution
Concept Urban Population
Concept Urodynamics
Concept Multicenter Studies as Topic
Concept Marijuana Smoking
Concept Motor Skills Disorders
Concept Substance-Related Disorders
Concept Chi-Square Distribution
Concept Case-Control Studies
Concept National Institutes of Health (U.S.)
Concept Twin Studies as Topic
Concept Africa South of the Sahara
Concept Hand Strength
Concept Self Efficacy
Concept Metabolic Syndrome
Concept Cross-Over Studies
Concept Reminder Systems
Concept Marital Status
Concept Self Report
Concept Diagnostic and Statistical Manual of Mental Disorders
Concept Spouses
Concept Psychiatric Status Rating Scales
Concept Surveys and Questionnaires
Concept Health Status Disparities
Concept Saliva
Concept Self-Assessment
Concept Severity of Illness Index
Concept Sampling Studies
Concept Schizophrenia
Concept Social Adjustment
Concept Social Conformity
Concept Socialization
Concept Socioeconomic Factors
Concept Sodium Chloride
Concept Stress Disorders, Post-Traumatic
Concept Suicide, Attempted
Concept Sunscreening Agents
Concept Uncertainty
Concept Propensity Score
Concept Urea
Concept Sex Factors
Concept Skin Neoplasms
Concept Skinfold Thickness
Concept Sleep
Concept Social Welfare
Concept Steroids
Concept Sucrose
Concept Models, Statistical
Concept Survival Analysis
Concept Patient Satisfaction
Concept Serotonin Uptake Inhibitors
Concept Survival Rate
Concept Patient Selection
Concept Stroke
Concept Siblings
Concept Feedback, Sensory
Concept Data Interpretation, Statistical
Concept Follow-Up Studies
Concept Health Services Research
Concept Health Status
Concept Life Style
Concept Lod Score
Concept Longitudinal Studies
Concept Pituitary-Adrenal System
Concept Preventive Health Services
Concept Prospective Studies
Concept Retrospective Studies
Concept Self Administration
Concept Social Perception
Concept Urine
Concept Antidepressive Agents, Second-Generation
Concept Polymorphism, Single Nucleotide
Academic Article Length of stay and recidivism in schizophrenia: a study of public psychiatric hospital patients.
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 Predicting risk for medical malpractice claims using quality-of-care characteristics.
Academic Article A comment on the selection of 'healthy controls' for psychiatric experiments.
Academic Article Advances in analysis of longitudinal data.
Academic Article Investigating drug plasma levels and clinical response using random regression models.
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 Random-effects regression models for clustered data with an example from smoking prevention research.
Academic Article MIXREG: a computer program for mixed-effects regression analysis with autocorrelated errors.
Academic Article Role of previous claims and specialty on the effectiveness of risk-management education for office-based physicians.
Academic Article Random regression models for multicenter clinical trials data.
Academic Article Andrew C. Leon, Ph.D. (1951-2012).
Academic Article Initial severity and differential treatment outcome in the National Institute of Mental Health Treatment of Depression Collaborative Research Program.
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 Randomized controlled trial for behavioral smoking and weight control treatment: effect of concurrent versus sequential intervention.
Academic Article Multicenter trial of fluoxetine as an adjunct to behavioral smoking cessation treatment.
Academic Article Depression and nicotine dependence from adolescence to young adulthood.
Academic Article Fluoxetine, smoking, and history of major depression: A randomized controlled trial.
Academic Article Acute tryptophan depletion and sweet food consumption by overweight adults.
Academic Article A longitudinal study of plasma cortisol and depressive symptomatology by random regression analysis.
Academic Article Familiality of polarity at illness onset in bipolar affective disorder.
Academic Article A worksite smoking intervention: a 2 year assessment of groups, incentives and self-help.
Academic Article Effects of acute tryptophan depletion on negative symptoms and smoking topography in nicotine-dependent schizophrenics and nonpsychiatric controls.
Academic Article Effect of tryptophan depletion on the attentional salience of smoking cues.
Academic Article A random-effects mixture model for classifying treatment response in longitudinal clinical trials.
Academic Article Trajectories of smoking among freshmen college students with prior smoking history and risk for future smoking: data from the University Project Tobacco Etiology Research Network (UpTERN) study.
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 Examination of the analytic quality of behavioral health randomized clinical trials.
Academic Article Response of psychotic and nonpsychotic depressed patients to tricyclic antidepressants.
Academic Article The relationship between academic performance and severity of depressed mood during medical school.
Academic Article Effects of social support and relapse prevention training as adjuncts to a televised smoking-cessation intervention.
Academic Article Lack of preference for diazepam in anxious volunteers.
Academic Article Behavioral economics and drug choice: effects of unit price on cocaine self-administration by monkeys.
Academic Article Bayesian mixed-effects location and scale models for multivariate longitudinal outcomes: an application to ecological momentary assessment data.
Academic Article An application of the thresholds of change model to the analysis of mental health data.
Academic Article Challenges in using medicaid claims to ascertain child maltreatment.
Academic Article Clinical predictors of suicide in patients with major affective disorders: a controlled prospective study.
Academic Article Failure of urinary MHPG levels to predict treatment response in patients with unipolar depression.
Academic Article What is familial about familial bipolar disorder? Resemblance among relatives across a broad spectrum of phenotypic characteristics.
Academic Article Kinematic foot types in youth with equinovarus secondary to hemiplegia.
Academic Article Error augmentation enhancing arm recovery in individuals with chronic stroke: a randomized crossover design.
Academic Article Nicotine-dependence-varying effects of smoking events on momentary mood changes among adolescents.
Academic Article A mixed-effects quintile-stratified propensity adjustment for effectiveness analyses of ordered categorical doses.
Academic Article Modeling mood variation associated with smoking: an application of a heterogeneous mixed-effects model for analysis of ecological momentary assessment (EMA) data.
Academic Article Momentary assessment of affect, physical feeling states, and physical activity in children.
Academic Article Design and protocol of a randomized multiple behavior change trial: Make Better Choices 2 (MBC2).
Academic Article Exploring alternate processes contributing to the association between maternal smoking and the smoking behavior among young adult offspring.
Academic Article Make Better Choices (MBC): study design of a randomized controlled trial testing optimal technology-supported change in multiple diet and physical activity risk behaviors.
Academic Article Risk factors for adolescent smoking: parental smoking and the mediating role of nicotine dependence.
Academic Article Steady-state plasma level prediction for haloperidol from a single test dose.
Academic Article Subject-level matching for imbalance in cluster randomized trials with a small number of clusters.
Academic Article Estimating daily urine volume in psychiatric patients: empiric confirmation.
Academic Article Personality dimensions in eating disorders and their relevance for subtyping.
Academic Article Extended telephone counseling for smoking cessation: does content matter?
Academic Article Mobile health technology evaluation: the mHealth evidence workshop.
Academic Article Impacts of foot orthoses on pain and disability in rheumatoid arthritics.
Academic Article Association of nonsuppression of cortisol on the DST with primary polydipsia in chronic schizophrenia.
Academic Article Longitudinal trajectories of marijuana use from adolescence to young adulthood.
Academic Article Modeling between-subject and within-subject variances in ecological momentary assessment data using mixed-effects location scale models.
Academic Article Adherence across behavioral domains in treatment promoting smoking cessation plus weight control.
Academic Article Performance of a propensity score adjustment in longitudinal studies with covariate-dependent representation.
Academic Article Assessment of drug involvement: applications to a sample of physicians in training.
Academic Article Time-related predictors of suicide in major affective disorder.
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 The influence of polydipsia on water excretion in hyponatremic, polydipsic, schizophrenic patients.
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 Financial motivation undermines maintenance in an intensive diet and activity intervention.
Academic Article Intraclass correlation estimates in a school-based smoking prevention study. Outcome and mediating variables, by sex and ethnicity.
Academic Article Simulation of massive public health data by power polynomials.
Academic Article Patterns of use of smokeless tobacco and the unidimensional model of drug involvement.
Academic Article Estimating individual influences of behavioral intentions: an application of random-effects modeling to the theory of reasoned action.
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 Statistical and epidemiological treatment of the SEER incidence data.
Academic Article Analysis of binary outcomes with missing data: missing = smoking, last observation carried forward, and a little multiple imputation.
Academic Article Rearing experience and biogenic amine activity in infant rhesus monkeys.
Academic Article Random-effects regression analysis of correlated grouped-time survival data.
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 Time-varying effects of smoking quantity and nicotine dependence on adolescent smoking regularity.
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 Long-term effects of repealing the national maximum speed limit in the United States.
Academic Article A three-level mixed-effects location scale model with an application to ecological momentary assessment data.
Academic Article Nicotine effects on affective response in depression-prone smokers.
Academic Article Two propensity score-based strategies for a three-decade observational study: investigating psychotropic medications and suicide risk.
Academic Article An application of a mixed-effects location scale model for analysis of Ecological Momentary Assessment (EMA) data.
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 Altered reward value of carbohydrate snacks for female smokers withdrawn from nicotine.
Academic Article Physical recklessness in adolescence. Trait or byproduct of depressive/suicidal states?
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 The impact of Medicare Part D on out-of-pocket costs for prescription drugs, medication utilization, health resource utilization, and preference-based health utility.
Academic Article An integrated data analysis approach to investigating measurement equivalence of DSM nicotine dependence symptoms.
Academic Article Abuse potential of carbohydrates for overweight carbohydrate cravers.
Academic Article Validity of the Test of Infant Motor Performance for discriminating among infants with varying risk for poor motor outcome.
Academic Article Psychotic exacerbations and enhanced vasopressin secretion in schizophrenic patients with hyponatremia and polydipsia.
Academic Article Elevated positive mood: a mixed blessing for abstinence.
Academic Article The Altman Self-Rating Mania Scale.
Academic Article A comment on analyzing addictive behaviors over time.
Academic Article Binary variable multiple-model multiple imputation to address missing data mechanism uncertainty: application to a smoking cessation trial.
Academic Article The television, school, and family smoking prevention and cessation project. VIII. Student outcomes and mediating variables.
Academic Article Gaussianization-based quasi-imputation and expansion strategies for incomplete correlated binary responses.
Academic Article Hedonic capacity, cigarette craving, and diminished positive mood.
Academic Article A comparative evaluation of three self-rating scales for acute mania.
Academic Article Functional declines, social support, and mental health in the elderly: does living in a state supportive of home and community-based services make a difference?
Academic Article Momentary negative moods and being with friends precede cigarette use among Korean American emerging adults.
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 Integrating technology into standard weight loss treatment: a randomized controlled trial.
Academic Article Differential influence of parental smoking and friends' smoking on adolescent initiation and escalation of smoking.
Academic Article A Practical Guide to Calculating Cohen's f(2), a Measure of Local Effect Size, from PROC MIXED.
Academic Article Oropharyngeal regulation of water balance in polydipsic schizophrenics.
Academic Article Financial motivation undermines potential enjoyment in an intensive diet and activity intervention.
Academic Article Bias reduction with an adjustment for participants' intent to dropout of a randomized controlled clinical trial.
Academic Article Analysis of longitudinal substance use outcomes using ordinal random-effects regression models.
Academic Article A twin study of erectile dysfunction.
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 The long-term efficacy of medical male circumcision against HIV acquisition.
Academic Article Analysis of clustered data in community psychology: with an example from a worksite smoking cessation project.
Academic Article Differences between anhedonic and normally hedonic depressive states.
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 A novel modeling framework for ordinal data defined by collapsed counts.
Academic Article Work and Non-Work Physical Activity Predict Real-Time Smoking Level and Urges in Young Adults.
Academic Article Impact of Cognitive Training on Balance and Gait in Older Adults.
Academic Article Are BMI and Sedentariness Correlated? A Multilevel Study in Children.
Academic Article Why Are Children Different in Their Daily Sedentariness? An Approach Based on the Mixed-Effects Location Scale Model.
Academic Article Methods for Multilevel Ordinal Data in Prevention Research.
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 CYP2A6 Effects on Subjective Reactions to Initial Smoking Attempt.
Academic Article Progression of nicotine dependence, mood level, and mood variability in adolescent 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 Ecological momentary assessment of working memory under conditions of simultaneous marijuana and tobacco use.
Academic Article mHealth Intervention to Improve Diabetes Risk Behaviors in India: A Prospective, Parallel Group Cohort Study.
Academic Article A Bivariate Mixed-Effects Location-Scale Model with application to Ecological Momentary Assessment (EMA) data.
Academic Article Quantile Stratification Based on a Misspecified Propensity Score in Longitudinal Treatment Effectiveness Analyses of Ordinal Doses.
Academic Article A mixed ordinal location scale model for analysis of Ecological Momentary Assessment (EMA) data.
Academic Article Lifestyle intervention effects on the frequency and duration of daily moderate-vigorous physical activity and leisure screen time.
Academic Article Evaluation of the Be the Exception Sixth-Grade Program in Rural Communities to Delay the Onset of Sexual Behavior.
Academic Article MIXREGLS: A Program for Mixed-Effects Location Scale Analysis.
Academic Article Longitudinal Patterns of Daily Affect and Global Mood During Adolescence.
Academic Article Classification Tree Analysis as a Method for Uncovering Relations Between CHRNA5A3B4 and CHRNB3A6 in Predicting Smoking Progression in Adolescent Smokers.
Academic Article Multilevel modelling of somatotype components: the Portuguese sibling study on growth, fitness, lifestyle and health.
Academic Article A multilevel analysis of health-related physical fitness. The Portuguese sibling study on growth, fitness, lifestyle and health.
Academic Article Relationship between Sedentariness and Moderate-to-Vigorous Physical Activity in Youth: A Multivariate Multilevel Study.
Award or Honor Receipt Fellow, American Statistical Association
Award or Honor Receipt Long-Term Excellence Award, Health Policy Statistics Section ASA
Award or Honor Receipt Elected Member, International Statistical Institute
Award or Honor Receipt Elected Member, Society of Multivariate Experimental Psychology
Academic Article Using clinical data to predict high-cost performance coding issues associated with pressure ulcers: a multilevel cohort model.
Academic Article A Mixed-effects Location-Scale Model for Ordinal Questionnaire Data.
Academic Article Impact of alcohol use motives and internalizing symptoms on mood changes in response to drinking: An ecological momentary assessment investigation.
Academic Article Sigmoidal mixed models for longitudinal data.
Academic Article A scalable approach to measuring the impact of nonignorable nonresponse with an EMA application.
Academic Article Correlates of children's compliance with moderate-to-vigorous physical activity recommendations: a multilevel analysis.
Academic Article Identifying "social smoking" U.S. young adults using an empirically-driven approach.
Academic Article Associations Between Behavioral and Neural Correlates of Inhibitory Control and Amphetamine Reward Sensitivity.
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 Mechanisms underlying mindfulness-based addiction treatment versus cognitive behavioral therapy and usual care for smoking cessation.
Academic Article Assessing the implementation of a bedside service handoff on an academic hospitalist service.
Academic Article Geographic Variation in the Treatment of U.S. Adult Heart Transplant Candidates.
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 Affect, interpersonal behaviour and interpersonal perception during open-label, uncontrolled paroxetine treatment of people with social anxiety disorder: a pilot study
Academic Article Correlates of compliance with recommended levels of physical activity in children.
Academic Article Affect, interpersonal behaviour and interpersonal perception during open-label, uncontrolled paroxetine treatment of people with social anxiety disorder: a pilot study.
Academic Article The Role of Nicotine Dependence in E-Cigarettes' Potential for Smoking Reduction.
Academic Article A Clinical Prediction Score to Guide Referral of Elderly Dialysis Patients for Kidney Transplant Evaluation.
Academic Article Using multivariate mixed-effects selection models for analyzing batch-processed proteomics data with non-ignorable missingness.
Academic Article A 3-level Bayesian mixed effects location scale model with an application to ecological momentary assessment data.
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 Resemblance in physical activity levels: The Portuguese sibling study on growth, fitness, lifestyle, and health.
Academic Article Sweet taste liking is associated with subjective response to amphetamine in women but not men.
Academic Article Measuring the Impact of Nonignorable Missingness Using the R Package isni.
Academic Article Evaluating the mutual pathways among electronic cigarette use, conventional smoking and nicotine dependence.
Academic Article Multicomponent mHealth Intervention for Large, Sustained Change in Multiple Diet and Activity Risk Behaviors: The Make Better Choices 2 Randomized Controlled Trial.
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 Profile Resemblance in Health-Related Markers: The Portuguese Sibling Study on Growth, Fitness, Lifestyle, and Health.
Academic Article Familial resemblance in gross motor coordination. The Peruvian Sibling Study on Growth and Health.
Academic Article Do fluctuations in positive affective and physical feeling states predict physical activity and sedentary time?
Academic Article Sibling Similarity in Metabolic Syndrome: The Portuguese Sibling Study on Growth, Fitness, Lifestyle and Health.
Academic Article Using Nicotine Gum to Assist Nondaily Smokers in Quitting: A Randomized Clinical Trial.
Academic Article SMART: Study protocol for a sequential multiple assignment randomized controlled trial to optimize weight loss management.
Academic Article Modelling the dynamics of children's gross motor coordination.
Academic Article Subjective responses to amphetamine in young adults with previous mood elevation experiences.
Academic Article Mindfulness-Based Smoking Cessation Enhanced With Mobile Technology (iQuit Mindfully): Pilot Randomized Controlled Trial.
Academic Article Hematologic toxicity in BRCA1 and BRCA2 mutation carriers during chemotherapy: A retrospective matched cohort study.
Academic Article A life-span approach to examining older vulnerable population's subjective well-being: the role of adversity and trauma.
Academic Article Correlates of Overweight in Children and Adolescents Living at Different Altitudes: The Peruvian Health and Optimist Growth Study.
Academic Article Accuracy of Physical Function Questions to Predict Moderate-Vigorous Physical Activity as Measured by Hip Accelerometry.
Academic Article Online, cross-disciplinary team science training for health and medical professionals: Evaluation of COALESCE (teamscience.net).
Academic Article Change and Stability in Sibling Resemblance in Obesity Markers: The Portuguese Sibling Study on Growth, Fitness, Lifestyle, and Health.
Academic Article Extending the mixed-effects model to consider within-subject variance for Ecological Momentary Assessment data.
Academic Article MixWILD: A program for examining the effects of variance and slope of time-varying variables in intensive longitudinal data.
Academic Article Measuring the temporal association between cannabis and tobacco use among Co-using young adults using ecological momentary assessment.
Academic Article Change and Stability in Sibling Physical Fitness: The Portuguese Sibling Study.
Academic Article Substance use behaviors in adolescent and young adult cancer patients: Associations with mental and physical health.
Academic Article Effectiveness of nicotine gum in preventing lapses in the face of temptation to smoke among non-daily smokers: a secondary analysis.
Academic Article A tractable method to account for high-dimensional nonignorable missing data in intensive longitudinal data.
Academic Article Ecological momentary assessment of temptations and lapses in non-daily smokers.
Academic Article Stunting and Physical Fitness. The Peruvian Health and Optimist Growth Study.
Academic Article Intraindividual variability in sleep schedule: effects of an internet-based cognitive-behavioral therapy for insomnia program and its relation with symptom remission.
Academic Article ChicagO Multiethnic Prevention and Surveillance Study (COMPASS): Increased Response Rates Among African American Residents in Low Socioeconomic Status Neighborhoods.
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
Grant Novel Statistical Models for EMA Studies of Physical Activity
Academic Article Criterion validity and relationships between alternative hierarchical dimensional models of general and specific psychopathology.
Academic Article A Factorial Experiment to Optimize Remotely Delivered Behavioral Treatment for Obesity: Results of the Opt-IN Study.
Academic Article A multivariate multilevel analysis of youth motor competence. The Peruvian Health and Optimist Growth Study.
Academic Article A multilevel analysis of gross motor coordination of children and adolescents living at different altitudes: the Peruvian Health and Optimist Growth Study.
Academic Article A mHealth intervention to preserve and promote ideal cardiovascular health in college students: Design and protocol of a cluster randomized controlled trial.
Academic Article Variability in Hourly Activity Levels: Statistical Noise or Insight Into Older Adult Frailty?
Academic Article Nicotine Dependence in Dual Users of Cigarettes and E-Cigarettes: Common and Distinct Elements.
Academic Article Tobacco and marijuana use and their association with serum prostate-specific antigen levels among African American men in Chicago.
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 A Three-Level Mixed Model to Account for the Correlation at both the Between-Day and the Within-Day Level for Ecological Momentary Assessments.
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 Response To: Can We Measure Nicotine Dependence in Dual Users of Cigarettes and ENDS?
Academic Article A Mixed Effect Location-Scale Model with Mixture Distributed Scale Random Effects to Analyze (Near) Identical Entries in Ecological Momentary Assessments.
Academic Article Direct and Indirect Associations of Widespread Individual Differences in Brain White Matter Microstructure With Executive Functioning and General and Specific Dimensions of Psychopathology in Children.
Academic Article Impact of post-diagnosis weight change on survival outcomes in Black and White breast cancer patients.
Academic Article Digitally characterizing the dynamics of multiple health behavior change.
Academic Article Effects of a brief motivational smoking intervention in non-treatment seeking disadvantaged Black smokers.
Academic Article The Effect of Maternal Smoking on Offspring Smoking Is Unrelated to Heritable Personality Traits or Initial Subjective Experiences.
Academic Article Estimating causal and time-varying effects of maternal smoking on youth smoking.
Academic Article Biological and environmental influences on motor coordination in Peruvian children and adolescents.
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 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 The Mood Boost from Tobacco Cigarettes is More Erratic with the Additions of Cannabis and Alcohol.
Academic Article Sibling Resemblances in Physical Fitness in Three Distinct Regions in Peru: The Peruvian Sibling Study on Growth and Health.
Academic Article A shared-parameter location-scale mixed model to link the responsivity in self-initiated event reports and the event-contingent Ecological Momentary Assessments.
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 Temporal stability of behavior, temporal cue-behavior associations, and physical activity habit strength among mothers with school-aged children.
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 Defining R-squared measures for mixed-effects location scale models.
Academic Article Food insecurity, hunger, stress, and homelessness among young adults.
Award or Honor Receipt Sells Award for Distinguished Multivariate Research
Academic Article Mindfulness-Based Smoking Cessation Delivered Through Telehealth and Text Messaging for Low-Income Smokers: Protocol for a Randomized Controlled Trial.
Academic Article Accounting for Context in Randomized Trials after Assignment.
Academic Article Introducing a Real-Time Method for Identifying the Predictors of Noncompliance with Event-Based Reporting of Tobacco Use in Ecological Momentary Assessment.
Academic Article Association between affect and cannabis use varies by social context.
Academic Article Effect of early mobilisation on long-term cognitive impairment in critical illness in the USA: a randomised controlled trial.
Academic Article Fast estimation of mixed-effects location-scale regression models.
Academic Article Secular Trends in Physical Fitness of Peruvian Children Living at High-Altitude.
Academic Article Modeling the Dynamics of Children's Musculoskeletal Fitness.
Academic Article Sibling Resemblance in Physical Activity Levels: The Peruvian Sibling Study on Growth and Health.
Concept Smartphone
Concept Phobia, Social
Concept Tobacco Smoking
Concept Smoking Prevention
Concept Cigarette Smoking
Concept Smoking Reduction
Concept Smokers
Concept Public Health Surveillance
Concept Social Determinants of Health
Concept Electronic Nicotine Delivery Systems
Academic Article Associations Between Social Context and Mood During Alcohol Consumption in Young Adult Smokers.
Academic Article Rationale and design of the SenseWhy project: A passive sensing and ecological momentary assessment study on characteristics of overeating episodes.
Academic Article Parameters of EMA Compliance and Self-Reported Reactivity in a Longitudinal Study of Young Adult Cannabis and Tobacco Co-Users.
Academic Article Long-term exposure to ambient air pollution and measures of central hemodynamics and arterial stiffness among multiethnic Chicago residents.
Academic Article Background, rationale, and methodological overview of the REACT project-return-to-action on growth, motor development, and health after the COVID-19 pandemic in primary school children.
Academic Article Joint modeling the frequency and duration of accelerometer-measured physical activity from a lifestyle intervention trial.
Academic Article Investigating the day-level associations between affective variability and physical activity using ecological momentary assessment.
Academic Article Detecting influential subjects in intensive longitudinal data using mixed-effects location scale models.
Academic Article Validity and reliability of Meu Educativo®: A new tool to assess fundamental movement skills in school-aged children.
Academic Article Statistical analysis of the longitudinal fundamental movement skills data in the REACT project using the multilevel ordinal logistic model.
Academic Article Sleep and fundamental movement skills in primary schoolchildren: The REACT project.
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.
Academic Article Smoking Trajectory Classes and Impact of Social Smoking Identity in Two Cohorts of U.S. Young Adults.
Academic Article Individual and school correlates of body mass index and cardiorespiratory fitness in primary school children from the REACT project: A multivariate multilevel analysis.
Academic Article A multivariate multilevel approach to unravel the associations between individual and school factors on children's motor performance in the REACT project.
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