Influence analysis for linear mixed‐effects models

Mixed-Effects Models in Sand S-PLUS

2000 • 9,621 citations

Random-Effects Models for Longitudinal Data

1982 • 8,551 citations

Residuals and Influence in Regression

1984 • 2,664 citations

Linear Mixed Models for Longitudinal Data

2000 • 2,599 citations

Detection of Influential Observation in Linear Regression

2000 • 2,163 citations

Generalized, Linear, and Mixed Models

2000 • 1,781 citations

The Implications of Regional Variations in Medicare Spending. Part 1: The Content, Quality, and Accessibility of Care

2003 • 1,538 citations

Detection of Influential Observation in Linear Regression

1977 • 1,389 citations

Unbalanced Repeated-Measures Models with Structured Covariance Matrices

1986 • 1,343 citations

Logistic Regression Diagnostics

1981 • 1,285 citations

Nonlinear Models for Repeated Measurement Data

1997 • 1,273 citations

Linear and Nonlinear Models for the Analysis of Repeated Measurements

1996 • 991 citations

Newton—Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data

1988 • 845 citations

Influential Observations, High Leverage Points, and Outliers in Linear Regression

1986 • 834 citations

Nonlinear Models for Repeated Measurement Data

1996 • 735 citations

Mixed Models

2004 • 474 citations

Linear Models, Least Squares and Alternatives

2001 • 390 citations

Small Sample Properties of Robust Analyses of Linear Models Based on R-Estimates: A Survey

1991 • 343 citations

Local Influence in Linear Mixed Models

1998 • 251 citations

Local influence in linear mixed models.

1998 • 234 citations

Case-Deletion Diagnostics for Mixed Models

1992 • 198 citations

Diagnostics for Mixed-Model Analysis of Variance

1987 • 169 citations

Growth Curve Models and Statistical Diagnostics

2002 • 144 citations

An Unbalanced Jackknife

1974 • 130 citations

Influence Diagnostics for Linear Longitudinal Models

1997 • 105 citations

Leverage, local influence and curvature in nonlinear regression

1993 • 75 citations

The Distribution of an Arbitrary Studentized Residual and the Effects of Updating in Multiple Regression

1974 • 51 citations

Leverage and Superleverage in Nonlinear Regression

1992 • 47 citations

Detection of Influential Observations in Longitudinal Mixed Effects Regression Models

2001 • 35 citations

Efficient estimation of general linear mixed effects models

2002 • 28 citations

Leverage and Superleverage in Nonlinear Regression

1992 • 24 citations

Robust Two‐Stage Estimation in Hierarchical Nonlinear Models

2001 • 21 citations

Downweighting Influential Clusters in Surveys

2001 • 19 citations