Approximate Bayes factors and accounting for model uncertainty in generalised linear models

Estimating the Dimension of a Model

1978 • 43,634 citations

Information Theory and an Extension of the Maximum Likelihood Principle

1998 • 16,234 citations

Generalized Linear Models (2nd ed.).

1993 • 5,107 citations

An Introduction to Bayesian Inference in Econometrics.

1974 • 2,058 citations

Accurate Approximations for Posterior Moments and Marginal Densities

1986 • 1,957 citations

The Analysis of Cross-Classified Categorical Data

1979 • 1,941 citations

Graphical Models in Applied Multivariate Statistics

1991 • 1,927 citations

Discrete Multivariate Analysis

1977 • 1,841 citations

Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window

1994 • 1,222 citations

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

1995 • 1,145 citations

Specification Searches: Ad Hoc Inference with Non-Experimental Data.

1981 • 1,125 citations

Bayesian Graphical Models for Discrete Data

1995 • 1,088 citations

Assessing the accuracy of the maximum likelihood estimator: Observed versus expected Fisher information

1978 • 901 citations

Model selection

1986 • 890 citations

Testing a Point Null Hypothesis: The Irreconcilability ofPValues and Evidence

1987 • 802 citations

Quasi-Likelihood Functions

1983 • 762 citations

Goodness of Link Tests for Generalized Linear Models

1980 • 738 citations

Testing Precise Hypotheses

1987 • 681 citations

Model Determination using Predictive Distributions with Implementation via Sampling-Based Methods

1992 • 650 citations

Approximate Bayesian methods

1980 • 618 citations

A comment on D. V. Lindley's statistical paradox

1957 • 304 citations

Bayes Factors for Linear and Log‐Linear Models with Vague Prior Information

1982 • 297 citations

Case-Control Studies. Design, Conduct, Analysis.

1983 • 266 citations

Approximate Bayes Factors and Orthogonal Parameters, with Application to Testing Equality of Two Binomial Proportions

1992 • 167 citations

A comparison of the information and posterior probability criteria for model selection

1981 • 96 citations

Strategies for Graphical Model Selection

1994 • 48 citations

Bayes Factors for Non-Homogeneous Poisson Processes with Vague Prior Information

1986 • 23 citations

Scale Parameters: A Bayesian Treatment

1981 • 15 citations

MODEL SELECTION AND THE ESTIMATION OF ODDS RATIOS IN THE PRESENCE OF EXTRANEOUS FACTORS

1990 • 6 citations