Approximations and consistency of Bayes factors as model dimension grows

Estimating the Dimension of a Model

1978 • 43,634 citations

Handbook of Mathematical Functions

1966 • 42,275 citations

Theory of probability

1939 • 6,981 citations

A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion

1995 • 1,145 citations

The Intrinsic Bayes Factor for Model Selection and Prediction

1996 • 947 citations

Posterior odds ratios for selected regression hypotheses

1980 • 468 citations

Comments on Model Selection Criteria of Akaike and Schwarz

1979 • 279 citations

A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion

1995 • 256 citations

The Intrinsic Bayes Factor for Model Selection and Prediction

1996 • 242 citations

The Schwarz criterion and related methods for normal linear models

1998 • 131 citations

Asymptotic Normality of Posterior Distributions in High-Dimensional Linear Models

1999 • 64 citations

Modeling and Prediction

2007 • 53 citations

On The Justification of Default and Intrinsic Bayes Factors

1996 • 37 citations

Bayesian model selection for high -dimensional models with prediction error loss and 0–1 loss

2000 • 8 citations