D-Index & Metrics Best Publications

Donald Hedeker

University of Chicago
United States

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name Citations Publications World Ranking National Ranking

Social Sciences and Humanities D-index 76 Citations 26,255 298 World Ranking 247 National Ranking 127

Research.com Recognitions

Awards & Achievements

2000 - Fellow of the American Statistical Association (ASA)

Overview

What is he best known for?

The fields of study he is best known for:

Statistics
Internal medicine
Psychiatry

Donald Hedeker mostly deals with Statistics, Econometrics, Regression analysis, Random effects model and Psychiatry. His study in Marginal likelihood, Statistical model, Logistic regression, Missing data and Generalized estimating equation is carried out as part of his studies in Statistics. The study incorporates disciplines such as Proper linear model and Polynomial regression in addition to Logistic regression.

His study in Regression analysis is interdisciplinary in nature, drawing from both Multilevel model, Multivariate statistics, Linear regression and Autocorrelation. His work deals with themes such as Personality disorders and Clinical psychology, which intersect with Psychiatry. His research integrates issues of Ecology and Mood in his study of Covariate.

His most cited work include:

Longitudinal Data Analysis (1569 citations)
Time-related predictors of suicide in major affective disorder (798 citations)
Application of Random-Effects Pattern-Mixture Models for Missing Data in Longitudinal Studies (696 citations)

What are the main themes of his work throughout his whole career to date?

Donald Hedeker mainly focuses on Statistics, Econometrics, Clinical psychology, Random effects model and Psychiatry. His study in Statistics focuses on Regression analysis, Marginal likelihood, Ordinal data, Logistic regression and Ordered logit. His study brings together the fields of Missing data and Econometrics.

Donald Hedeker studies Clinical psychology, focusing on Mood in particular. His research investigates the connection between Mood and topics such as Affect that intersect with issues in Developmental psychology. Psychiatry is closely attributed to Young adult in his study.

He most often published in these fields:

Statistics (20.30%)
Econometrics (13.64%)
Clinical psychology (11.82%)

What were the highlights of his more recent work (between 2017-2021)?

Young adult (9.39%)
Random effects model (11.82%)
Body mass index (4.55%)

In recent papers he was focusing on the following fields of study:

His main research concerns Young adult, Random effects model, Body mass index, Mixed model and Randomized controlled trial. Donald Hedeker studied Young adult and Offspring that intersect with Risk factor. His Body mass index study integrates concerns from other disciplines, such as Sibling, Intraclass correlation and Obesity.

His Mixed model research is multidisciplinary, relying on both Ecology, Econometrics and Missing data. His Randomized controlled trial research incorporates elements of Intervention, Physical therapy, mHealth and Nicotine. Covariate is a primary field of his research addressed under Statistics.

Between 2017 and 2021, his most popular works were:

Multicomponent mHealth Intervention for Large, Sustained Change in Multiple Diet and Activity Risk Behaviors: The Make Better Choices 2 Randomized Controlled Trial. (33 citations)
A note on marginalization of regression parameters from mixed models of binary outcomes (23 citations)
The Role of Nicotine Dependence in E-Cigarettes' Potential for Smoking Reduction. (22 citations)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Longitudinal Data Analysis

Donald R. Hedeker;Robert D. Gibbons.
(2006)

2047 Citations

Time-related predictors of suicide in major affective disorder

Jan Fawcett;William A. Scheftner;Louis Fogg;David C. Clark.
American Journal of Psychiatry (1990)

1280 Citations

Some conceptual and statistical issues in analysis of longitudinal psychiatric data. Application to the NIMH treatment of Depression Collaborative Research Program dataset.

Robert D. Gibbons;Donald R. Hedeker;Irene Elkin;Christine Waternaux.
Archives of General Psychiatry (1993)

1043 Citations

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

Arielle S. Selya;Jennifer S. Rose;Lisa C. Dierker;Donald Hedeker.
Frontiers in Psychology (2012)

981 Citations

Mobile health technology evaluation: The mHealth evidence workshop

Santosh Kumar;Wendy J. Nilsen;Amy Abernethy;Audie Atienza.
American Journal of Preventive Medicine (2013)

959 Citations

Application of Random-Effects Pattern-Mixture Models for Missing Data in Longitudinal Studies

Donald Hedeker;Robert D. Gibbons.
Psychological Methods (1997)

952 Citations

The Altman Self-Rating Mania Scale

Edward G. Altman;Donald Hedeker;James L. Peterson;John M. Davis.
Biological Psychiatry (1997)

830 Citations

A random-effects ordinal regression model for multilevel analysis.

Donald Hedeker;Robert D. Gibbons.
Biometrics (1994)

812 Citations

Full-information item bi-factor analysis

Robert D. Gibbons;Donald R. Hedeker.
Psychometrika (1992)

701 Citations

Differential influence of parental smoking and friends' smoking on adolescent initiation and escalation of smoking.

B R Flay;F B Hu;O Siddiqui;L E Day.
Journal of Health and Social Behavior (1994)

653 Citations

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Frequent Co-Authors

External Links

Personal Website for Donald Hedeker