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Hedeker, Donald
One or more keywords matched the following properties of Hedeker, Donald
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keywords ecological momentary assessment
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
Academic Article Bayesian mixed-effects location and scale models for multivariate longitudinal outcomes: an application to ecological momentary assessment data.
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 Modeling between-subject and within-subject variances in ecological momentary assessment data using mixed-effects location scale models.
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 A three-level mixed-effects location scale model with an application to ecological momentary assessment data.
Academic Article An application of a mixed-effects location scale model for analysis of Ecological Momentary Assessment (EMA) data.
Academic Article Acceptability and feasibility of a visual working memory task in an ecological momentary assessment paradigm.
Academic Article Progression of nicotine dependence, mood level, and mood variability in adolescent smokers.
Academic Article Ecological momentary assessment of working memory under conditions of simultaneous marijuana and tobacco use.
Academic Article A Bivariate Mixed-Effects Location-Scale Model with application to Ecological Momentary Assessment (EMA) data.
Academic Article A mixed ordinal location scale model for analysis of Ecological Momentary Assessment (EMA) 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 Latent trait shared-parameter mixed models for missing ecological momentary assessment data.
Academic Article A 3-level Bayesian mixed effects location scale model with an application to ecological momentary assessment data.
Academic Article Extending the mixed-effects model to consider within-subject variance for Ecological Momentary Assessment data.
Academic Article Measuring the temporal association between cannabis and tobacco use among Co-using young adults using ecological momentary assessment.
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 Ecological momentary assessment of temptations and lapses in non-daily smokers.
Grant Variance Modeling of Smoking-related EMA Data
Grant Novel Statistical Models for EMA Studies of Physical Activity
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 A Mixed Effect Location-Scale Model with Mixture Distributed Scale Random Effects to Analyze (Near) Identical Entries in Ecological Momentary Assessments.
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 How acute affect dynamics impact longitudinal changes in physical activity among children.
Academic Article Defining R-squared measures for mixed-effects location scale models.
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.
Concept Ecological Momentary Assessment
Academic Article Rationale and design of the SenseWhy project: A passive sensing and ecological momentary assessment study on characteristics of overeating episodes.
Academic Article Investigating the day-level associations between affective variability and physical activity using ecological momentary assessment.
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  • Ecological Momentary Assessment