Keyword

longitudinal data

Description: Repeated observations of the same subjects or units over time, analyzed in statistics and research to study change and development.

Primary topic: Statistical Methods and Bayesian Inference (36%)

OpenAlex ID: keywords/longitudinal-data

Mixed-Effects Models in S and S-PLUS

2001 · Pinheiro, José C., Bates, Douglas M. · Technometrics · 9,277

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Random-Effects Models for Longitudinal Data

1982 · Nan M. Laird, James H. Ware · Biometrics · 8,904

Applied Missing Data Analysis

2010 · Craig K. Enders · 7,034

Analysis of Longitudinal Data

2001 · Brian S. Everitt · Psychology Press eBooks · 6,877

Missing Data Analysis: Making It Work in the Real World

2008 · John W. Graham · Annual Review of Psychology · 6,145

Multilevel Statistical Models

2006 · Goldstein, Harvey 1939-2020 · Technometrics · 4,950

Approximate Inference in Generalized Linear Mixed Models

1993 · N. E. Breslow, D. G. Clayton · Journal of the American Statistical Association · 4,630

Models for Longitudinal Data: A Generalized Estimating Equation Approach

1988 · Scott L. Zeger, Kung-Yee Liang, et al. · Biometrics · 4,508

Multilevel and Longitudinal Modeling Using Stata

2006 · Biometrics · 4,236

Testing Mediational Models With Longitudinal Data: Questions and Tips in the Use of Structural Equation Modeling.

2003 · David A. Cole, Scott E. Maxwell · Journal of Abnormal Psychology · 3,583

Design Experiments in Educational Research

2003 · Paul Cobb, Jere Confrey, et al. · Educational Researcher · 3,542

Linear Mixed Models for Longitudinal Data

1997 · Geert Verbeke · Lecture notes in statistics · 3,504

Multilevel Analysis

2010 · Joop Hox, Mirjam Moerbeek, et al. · Routledge eBooks · 3,464

An Introduction to Latent Class Growth Analysis and Growth Mixture Modeling

2007 · Tony Jung, K. A. S. Wickrama · Social and Personality Psychology Compass · 3,194

Formulation and estimation of dynamic models using panel data

1982 · T.W. Anderson, Cheng Hsiao · Journal of Econometrics · 2,850

Using SAS PROC MIXED to Fit Multilevel Models, Hierarchical Models, and Individual Growth Models

1998 · Judith D. Singer · Journal of Educational and Behavioral Statistics · 2,708

Linear Mixed Models for Longitudinal Data

2000 · Geert Molenberghs, Geert Verbeke · Springer series in statistics · 2,649

Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences

2009 · Linda M. Collins, Stephanie T. Lanza · 2,537

Consortium to Establish a Registry for Alzheimer's Disease (CERAD)

2002 · G. G. Fillenbaum, A. Heyman · 2,410

Structural equations modeling: Fit Indices, sample size, and advanced topics

2009 · Dawn Iacobucci · Journal of Consumer Psychology · 2,260

Measuring Organizational Performance: Towards Methodological Best Practice

2009 · Pierre J. Richard, Timothy M. Devinney, et al. · Journal of Management · 2,221

Statistical Analysis of Correlated Data Using Generalized Estimating Equations: An Orientation

2003 · J. A. Hanley · American Journal of Epidemiology · 2,183

Quantile regression for longitudinal data

2004 · Roger Koenker · Journal of Multivariate Analysis · 2,181

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Statistical Analysis with Missing Data, Third Edition

2019 · Roderick Little, Donald Rubin · Wiley series in probability and statistics · 2,089

Latent Variable Modeling of Differences and Changes with Longitudinal Data

2008 · John J. McArdle · Annual Review of Psychology · 1,942

Works count: 19,310

Citation count: 421,800