Donald Hedeker

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A scalable approach to measuring the impact of nonignorable nonresponse with an EMA application.

Weihua Gao, Donald Hedeker, Robin Mermelstein, 2016, Statistics in medicine.

Application of random-efiects pattern-mixture models for miss-ing data in longitudinal studies

Donald Hedeker, Robert D. Gibbons, D. Hedeker, 1997 .

Using multivariate mixed-effects selection models for analyzing batch-processed proteomics data with non-ignorable missingness.

Pei Wang, Donald Hedeker, Jiebiao Wang, 2018, Biostatistics.

Analysis of Repeated Measures and Longitudinal Data in Health Services Research

Donald Hedeker, Robert D. Gibbons, J Siddique, 2019, Health Services Evaluation.

Multiple Imputation Under Power Polynomials

Donald Hedeker, Hakan Demirtas, D. Hedeker, 2008, Commun. Stat. Simul. Comput..

An introduction and integration of cross-classified, multiple membership, and dynamic group random-effects models.

Donald Hedeker, Guy Cafri, Gregory A Aarons, 2015, Psychological methods.

Quintile stratification based on a misspecified propensity score in longitudinal treatment effectiveness analyses of ordinal doses

Donald Hedeker, Andrew C. Leon, D. Hedeker, 2007, Comput. Stat. Data Anal..

A tractable method to account for high‐dimensional nonignorable missing data in intensive longitudinal data

Donald Hedeker, Robin Mermelstein, Hui Xie, 2020, Statistics in medicine.

Consequences of ignoring nested data structure on item parameters in Rasch/1P-IRT model

Donald Hedeker, Youngyun Chungbaek, Yasuo Miyazaki, 2019 .

Exploring innovative methods to evaluate the efficacy and safety of mobile health

Vasant Honavar, Susan A. Murphy, Vladimir Shusterman, 2013 .

A shared parameter location scale mixed effect model for EMA data subject to informative missing

Donald Hedeker, Xiaolei Lin, Robin Mermelstein, 2018, Health Services and Outcomes Research Methodology.

Application of Item Response Theory Models for Intensive Longitudinal Data

Donald Hedeker, Brian R. Flay, Robin J. Mermelstein, 2012 .

Extending the mixed‐effects model to consider within‐subject variance for Ecological Momentary Assessment data

Donald Hedeker, Rachel Nordgren, Genevieve Dunton, 2019, Statistics in medicine.

Using clinical data to predict high-cost performance coding issues associated with pressure ulcers: a multilevel cohort model

Donald Hedeker, Peter J. Pronovost, Robert D. Gibbons, 2017, J. Am. Medical Informatics Assoc..

Mixed location scale hidden Markov model for the analysis of intensive longitudinal data

Donald Hedeker, Robin Mermelstein, Xiaolei Lin, 2020, Health Services and Outcomes Research Methodology.

A bivariate mixed-effects location-scale model with application to ecological momentary assessment (EMA) data

Donald Hedeker, Robin Mermelstein, Oksana Pugach, 2014, Health Services and Outcomes Research Methodology.

Longitudinal Data Analysis

Donald Hedeker, Robert D. Gibbons, D. Hedeker, 2006 .

Analysis of clustered data in community psychology: With an example from a worksite smoking cessation project

Donald Hedeker, Susan D. McMahon, Leonard A. Jason, 1994, American journal of community psychology.

Long-TermEffectsofRepealingtheNationalMaximum SpeedLimitintheUnitedStates

Donald Hedeker, Elihu D. Richter, Lee S. Friedman, 2009 .

Computing the Point-biserial Correlation under Any Underlying Continuous Distribution

Donald Hedeker, Hakan Demirtas, D. Hedeker, 2016, Commun. Stat. Simul. Comput..

On the performance of bias-reduction techniques for variance estimation in approximate Bayesian bootstrap imputation

Donald Hedeker, Hakan Demirtas, Lester M. Arguelles, 2007, Comput. Stat. Data Anal..

Bayesian mixed‐effects location and scale models for multivariate longitudinal outcomes: an application to ecological momentary assessment data

Donald Hedeker, Kush Kapur, Xue Li, 2015, Statistics in medicine.

Measuring the Impact of Nonignorable Missingness Using the R Package isni

Donald Hedeker, Hui Xie, Weihua Gao, 2018, Comput. Methods Programs Biomed..

A Practical Guide to Calculating Cohen’s f2, a Measure of Local Effect Size, from PROC MIXED

Donald Hedeker, Arielle S. Selya, Jennifer S. Rose, 2012, Front. Psychology.

MIXREGLS: A Program for Mixed-Effects Location Scale Analysis.

Donald Hedeker, Rachel Nordgren, D. Hedeker, 2013, Journal of statistical software.

Missing Data in Longitudinal Trials - Part B, Analytic Issues.

Donald Hedeker, Robert D Gibbons, Juned Siddique, 2008, Psychiatric annals.

Are BMI and Sedentariness Correlated? A Multilevel Study in Children

Donald Hedeker, José Maia, Peter T. Katzmarzyk, 2015, Nutrients.

A Mixed-eeects Quintile-stratiÿed Propensity Adjustment for Eeectiveness Analyses of Ordered Categorical Doses ‡

Donald Hedeker, Andrew C Leon, D. Hedeker, 2022 .

Design and protocol of a randomized multiple behavior change trial: Make Better Choices 2 (MBC2).

Donald Hedeker, Bonnie Spring, Juned Siddique, 2015, Contemporary clinical trials.

An Introduction to Growth Modeling

Donald Hedeker, D. Hedeker, 2004 .

Indian Statistical Institute Applications of Mixed-Effects Models in Biostatistics

Donald Hedeker, Robert D. Gibbons, D. Hedeker, 2008 .

Lifestyle Intervention Effects on the Frequency and Duration of Daily Moderate–Vigorous Physical Activity and Leisure Screen Time

Donald Hedeker, Bonnie Spring, Juned Siddique, 2017, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

Analysis of binary outcomes with missing data: missing = smoking, last observation carried forward, and a little multiple imputation.

Donald Hedeker, Robin J Mermelstein, Hakan Demirtas, 2007, Addiction.

Full-information item bi-factor analysis

Donald Hedeker, Robert D. Gibbons, D. Hedeker, 1992 .

Estimation of Effect Size From a Series of Experiments Involving Paired Comparisons

Donald Hedeker, Robert D. Gibbons, D. Hedeker, 1993 .

An Application of the Thresholds of Change Model to the Analysis of Mental Health Data

Donald Hedeker, Haiyi Xie, Robert Drake, 2001, Mental health services research.

Modeling mood variation and covariation among adolescent smokers: application of a bivariate location-scale mixed-effects model.

Donald Hedeker, Robin Mermelstein, Oksana Pugach, 2013, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

Smoking antecedents: separating between- and within-person effects of tobacco dependence in a multiwave ecological momentary assessment investigation of adolescent smoking.

Donald Hedeker, Robin J Mermelstein, Thomas M Piasecki, 2014, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

Statistical Methods in Longitudinal Research:@@@(Vol. I) Principles and Structuring Change@@@(Vol. II) Time Series and Categorical Longitudinal Data.

Donald Hedeker, Robert R. Gibbons, Alexander Von Eye, 1991 .

Momentary assessment of affect, physical feeling states, and physical activity in children.

Donald Hedeker, Genevieve F Dunton, Donna Spruijt-Metz, 2014, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

Classification Tree Analysis as a Method for Uncovering Relations Between CHRNA5A3B4 and CHRNB3A6 in Predicting Smoking Progression in Adolescent Smokers

Donald Hedeker, Robin J Mermelstein, Oksana Pugach, 2016, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

Advances in analysis of longitudinal data.

Donald Hedeker, Robert D Gibbons, D. Hedeker, 2010, Annual review of clinical psychology.

Modeling between‐subject and within‐subject variances in ecological momentary assessment data using mixed‐effects location scale models

Donald Hedeker, Robin J Mermelstein, Hakan Demirtas, 2012, Statistics in medicine.

Binary variable multiple‐model multiple imputation to address missing data mechanism uncertainty: application to a smoking cessation trial

Donald Hedeker, Ofer Harel, Juned Siddique, 2014, Statistics in medicine.

A Practical Way for Computing Approximate Lower and Upper Correlation Bounds

Donald Hedeker, Hakan Demirtas, D. Hedeker, 2011 .

The Altman Self-Rating Mania Scale

Donald Hedeker, D. Hedeker, John M. Davis, 1997, Biological Psychiatry.

Factors predicting compliance to ecological momentary assessment among adolescent smokers.

Donald Hedeker, Robin J Mermelstein, D. Hedeker, 2014, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

A Random-Effects Probit Model for Predicting Medical Malpractice Claims

Donald Hedeker, Robert D. Gibbons, D. Hedeker, 1994 .

Nicotine-dependence-varying effects of smoking events on momentary mood changes among adolescents.

Runze Li, Donald Hedeker, Xianming Tan, 2015, Addictive behaviors.

Multilevel Models for Ordinal and Nominal Variables

Donald Hedeker, D. Hedeker, 2008 .

Error Augmentation Enhancing Arm Recovery in Individuals With Chronic Stroke

Donald Hedeker, James L. Patton, Robert V. Kenyon, 2014, Neurorehabilitation and neural repair.

A three‐level mixed‐effects location scale model with an application to ecological momentary assessment data

Donald Hedeker, D. Hedeker, Xue Li, 2012, Statistics in medicine.

Imputing continuous data under some non-Gaussian distributions

Donald Hedeker, Hakan Demirtas, 2008 .

Simulation of massive public health data by power polynomials

Donald Hedeker, Robin J Mermelstein, Hakan Demirtas, 2012, Statistics in medicine.

Gaussianization‐based quasi‐imputation and expansion strategies for incomplete correlated binary responses

Donald Hedeker, Hakan Demirtas, D. Hedeker, 2007, Statistics in medicine.

An imputation strategy for incomplete longitudinal ordinal data

Donald Hedeker, Hakan Demirtas, D. Hedeker, 2008, Statistics in medicine.

Effect of tryptophan depletion on the attentional salience of smoking cues

Donald Hedeker, Bonnie Spring, Marcus Munafò, 2007, Psychopharmacology.

Generalized Linear Mixed Models

Donald Hedeker, D. Hedeker, 2005 .

Latent trait shared‐parameter mixed models for missing ecological momentary assessment data

Donald Hedeker, Robin J Mermelstein, D. Hedeker, 2018, Statistics in medicine.

Application of Random-Effects Probit Regression Models

Donald Hedeker, Robert D. Gibbons, D. Hedeker, 1994 .

One-year follow-up of a randomized clinical trial comparing flexion distraction with an exercise program for chronic low-back pain.

Donald Hedeker, Marion McGregor, Avinash G Patwardhan, 2006, Journal of alternative and complementary medicine.

A mixed ordinal location scale model for analysis of Ecological Momentary Assessment (EMA) data.

Donald Hedeker, Robin J Mermelstein, Hakan Demirtas, 2009, Statistics and its interface.

Multicomponent mHealth Intervention for Large, Sustained Change in Multiple Diet and Activity Risk Behaviors: The Make Better Choices 2 Randomized Controlled Trial

Donald Hedeker, Bonnie Spring, Juned Siddique, 2018, Journal of medical Internet research.

Integrating Technology Into Standard Weight Loss Treatment

Donald Hedeker, Bonnie Spring, Leonard H. Epstein, 2013 .

A Mixed‐Effects Regression Model for Longitudinal Multivariate Ordinal Data

Donald Hedeker, D. Hedeker, Li C. Liu, 2006, Biometrics.

Mechanisms Underlying Mindfulness-Based Addiction Treatment Versus Cognitive Behavioral Therapy and Usual Care for Smoking Cessation

Donald Hedeker, Liang Li, Paul M. Cinciripini, 2017, Journal of consulting and clinical psychology.

Full-Information Item Bifactor Analysis of Graded Response Data

Donald Hedeker, Dulal K. Bhaumik, David J. Weiss, 2007 .

Modeling Clustered Count Data with Excess Zeros in Health Care Outcomes Research

Donald Hedeker, Kwan Hur, William Henderson, 2002, Health Services & Outcomes Research Methodology.