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Keyword

clustered data

Description: Observations grouped within shared units, such as people within organizations, whose dependence must be considered in statistical analysis.
OpenAlex ID: keywords/clustered-data
Multilevel analysis : an introduction to basic and advanced multilevel modeling
1999 · Tom A. B. Snijders, Roel Bosker · 6,821
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
A Practitioner’s Guide to Cluster-Robust Inference
2015 · A. Colin Cameron, Douglas L. Miller · The Journal of Human Resources · 4,934
TheRPackagegeepackfor Generalized Estimating Equations
2006 · Ulrich Halekoh, Søren Højsgaard, et al. · Journal of Statistical Software · 1,911
Agreement Between Methods of Measurement with Multiple Observations Per Individual
2007 · J. Martin Bland, Douglas G. Altman · Journal of Biopharmaceutical Statistics · 1,868
PDF
Generalized Estimating Equations
2002 · James W. Hardin, Joseph M. Hilbe · Chapman & Hall/CRC eBooks · 1,764
Random group effects and the precision of regression estimates
1986 · Brent R. Moulton · Journal of Econometrics · 1,626
Multilevel Statistical Models
2010 · Harvey Goldstein · Wiley series in probability and statistics · 1,568
Modeling Multilevel Data Structures
2002 · Marco R. Steenbergen, Bradford S. Jones · American Journal of Political Science · 1,507
Linear Mixed Models: A Practical Guide Using Statistical Software
2006 · Brady T. West, Kathleen B. Welch, et al. · Thammasat University Digital Collections · 1,385
Robustness of linear mixed‐effects models to violations of distributional assumptions
2020 · Holger Schielzeth, Niels J. Dingemanse, et al. · Methods in Ecology and Evolution · 1,378
PDF
Multilevel Modeling of Individual and Group Level Mediated Effects
2001 · Jennifer L. Krull, David P. MacKinnon · Multivariate Behavioral Research · 1,330
Applied multilevel analysis
1995 · Joop J. Hox · Utrecht University Repository (Utrecht University) · 1,179
Multilevel Analysis: Techniques and Applications
2003 · Timothy J Robinson · Journal of the American Statistical Association · 1,039
Multilevel analysis: Techniques and applications, 2nd ed.
2010 · Joop J. Hox · 1,012
Generalized Linear Models With Random Effects; A Gibbs Sampling Approach
1991 · Scott L Zeger, M. Rezaul Karim · Journal of the American Statistical Association · 986
Fast and wild: Bootstrap inference in Stata using boottest
2019 · David Roodman, Morten Ørregaard Nielsen, et al. · The Stata Journal Promoting communications on statistics and Stata · 971
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An overview of composite likelihood methods
2011 · Cristiano Varin, Nancy Margaret Reid, et al. · 921
Alternative Methods for Assessing Mediation in Multilevel Data: The Advantages of Multilevel SEM
2011 · Kristopher J. Preacher, Zhen Zhang, et al. · Structural Equation Modeling A Multidisciplinary Journal · 888
Generalized Linear Models and Extensions
2012 · James W. Hardin, Joseph M. Hilbe · 843
Weak Instruments in Instrumental Variables Regression: Theory and Practice
2019 · Isaiah Andrews, James H. Stock, et al. · Annual Review of Economics · 842
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Estimating dynamic panel models in corporate finance
2012 · Mark J. Flannery, Kristine Watson Hankins · Journal of Corporate Finance · 841
The R Package geepack for Generalized Estimating Equations
2005 · Søren Højsgaard, Ulrich Halekoh, et al. · RePEc: Research Papers in Economics · 805
Multilevel Modeling
2004 · Douglas Luke · Sage eBooks · 792
Works count: 3,074
Citation count: 112,500
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