Conditional Akaike information for mixed-effects models

Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach

2003 • 41,634 citations

Information Theory and an Extension of the Maximum Likelihood Principle

1998 • 16,234 citations

Bayesian Measures of Model Complexity and Fit

2002 • 11,905 citations

Mixed-Effects Models in S and S-PLUS

2001 • 9,637 citations

Generalized Additive Models.

1991 • 8,555 citations

Random-Effects Models for Longitudinal Data

1982 • 8,551 citations

Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties

2001 • 8,380 citations

Regression and time series model selection in small samples

1989 • 5,837 citations

Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)

2001 • 3,663 citations

TESTING FOR SERIAL CORRELATION IN LEAST SQUARES REGRESSION. II

1951 • 3,595 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

Further analysis of the data by Akaike's information criterion and the finite corrections

1978 • 1,975 citations

Book review: “Bayesian Data Analysis,” Second Edition by A. Gelman, J.B. Carlin, H.S. Stern, and D.B. Rubin Chapman & Hall/CRC, 2004

2005 • 1,139 citations

Distribution of the Ratio of the Mean Square Successive Difference to the Variance

1941 • 905 citations

Bayesian Analysis of Linear and Non-Linear Population Models by Using the Gibbs Sampler

1994 • 337 citations

Hierarchical generalised linear models: A synthesis of generalised linear models, random-effect models and structured dispersions

2001 • 322 citations

Evaluation of some random effects methodology applicable to bird ringing data

2002 • 185 citations

Counting degrees of freedom in hierarchical and other richly-parameterised models

2001 • 144 citations

Introduction to Akaike (1973) Information Theory and an Extension of the Maximum Likelihood Principle

1992 • 134 citations

Some Algebra and Geometry for Hierarchical Models, Applied to Diagnostics

1998 • 97 citations

A note on smoothing parameter selection for penalized spline smoothing

2003 • 73 citations