A comparison of methods for estimating the random effects distribution of a linear mixed model

Statistical Analysis With Missing Data

1989 • 18,117 citations

Random-Effects Models for Longitudinal Data

1982 • 8,551 citations

Finite Mixture Models

2000 • 7,725 citations

Statistical Analysis with Missing Data

2002 • 7,513 citations

Analysis of Longitudinal Data

2001 • 7,095 citations

Finite Mixture Models

2000 • 5,595 citations

Flexible smoothing with B-splines and penalties

1996 • 3,441 citations

Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems

1977 • 2,325 citations

Informative Drop-Out in Longitudinal Data Analysis

1994 • 1,419 citations

Semi-Nonparametric Maximum Likelihood Estimation

1987 • 926 citations

Analysis of longitudinal data

1995 • 834 citations

Nonparametric Maximum Likelihood Estimation of a Mixing Distribution

1978 • 705 citations

A Linear Mixed-Effects Model with Heterogeneity in the Random-Effects Population

1996 • 536 citations

Numerical Analysis for Statisticians

2010 • 524 citations

The effect of misspecifying the random-effects distribution in linear mixed models for longitudinal data

1997 • 334 citations

Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data

2001 • 290 citations

On the asymptotic convergence of B-spline wavelets to Gabor functions

1992 • 282 citations

Analysing changes in the presence of informative right censoring caused by death and withdrawal

1988 • 161 citations

Triple-goal Estimates in Two-stage Hierarchical Models

1998 • 147 citations

Numerical Analysis for Statisticians

2000 • 141 citations

Random effects models with non‐parametric priors

1992 • 135 citations

Smooth Random Effects Distribution in a Linear Mixed Model

2004 • 112 citations

A Smooth Nonparametric Estimate of a Mixing Distribution Using Mixtures of Gaussians

1996 • 100 citations

Empirical Bayes Estimation via the Smoothing by Roughening Approach

1999 • 48 citations

Flexible Modelling of the Covariance Matrix in a Linear Random Effects Model

2000 • 20 citations