Benchmark priors for Bayesian model averaging

Estimating the Dimension of a Model

1978 • 43,634 citations

Crime and Punishment: An Economic Approach

1968 • 12,482 citations

Reversible jump Markov chain Monte Carlo computation and Bayesian model determination

1995 • 5,740 citations

Understanding the Metropolis-Hastings Algorithm

1995 • 3,536 citations

The Determination of the Order of an Autoregression

1979 • 2,841 citations

Variable Selection via Gibbs Sampling

1993 • 2,639 citations

Participation in Illegitimate Activities: A Theoretical and Empirical Investigation

1973 • 2,428 citations

Bayes Factors

1995 • 2,168 citations

Computing Bayes Factors by Combining Simulation and Asymptotic Approximations

1997 • 2,046 citations

Bayesian Model Averaging for Linear Regression Models

1997 • 1,781 citations

Assessment and Propagation of Model Uncertainty

1995 • 1,412 citations

Bayesian Variable Selection in Linear Regression

1988 • 1,281 citations

Understanding the Metropolis-Hastings Algorithm

1995 • 1,264 citations

Likelihood of a model and information criteria

1981 • 1,234 citations

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

1994 • 1,222 citations

APPROACHES FOR BAYESIAN VARIABLE SELECTION

1997 • 1,174 citations

Bayesian Model Choice: Asymptotics and Exact Calculations

1994 • 1,160 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

Present Position and Potential Developments: Some Personal Views: Statistical Theory: The Prequential Approach

1984 • 987 citations

The Intrinsic Bayes Factor for Model Selection and Prediction

1996 • 947 citations

Advanced econometrics

1988 • 944 citations

A Predictive Approach to Model Selection

1979 • 899 citations

Sampling and Bayes' Inference in Scientific Modelling and Robustness

1980 • 890 citations

On assessing prior distributions and Bayesian regression analysis with g-prior distributions

1986 • 838 citations

The deterrent effect of capital punishment: a question of life and death

2008 • 642 citations

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

1996 • 632 citations

Fractional Bayes Factors for Model Comparison

1995 • 609 citations

Rational Decisions

1952 • 603 citations

Nonparametric regression using Bayesian variable selection

1996 • 594 citations

Expected Information as Expected Utility

1979 • 570 citations

The Risk Inflation Criterion for Multiple Regression

1994 • 531 citations

Calibration and empirical Bayes variable selection

2000 • 529 citations

Posterior odds ratios for selected regression hypotheses

1980 • 468 citations

Variable Selection Via Gibbs Sampling

1993 • 441 citations

Bayesian variable selection with related predictors

1996 • 360 citations

Estimating the Economic Model of Crime with Panel Data

1994 • 356 citations

Predictive Model Selection

1995 • 341 citations

A Note on Screening Regression Equations

1983 • 335 citations

Bayes Factors and Choice Criteria for Linear Models

1980 • 334 citations

Bayesian and non-Bayesian methods for combining models and forecasts with applications to forecasting international growth rates

1993 • 324 citations

Bayesian Model Averaging for Linear Regression Models

1997 • 298 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

Bayesian Model Averaging in Proportional Hazard Models: Assessing the Risk of a Stroke

1997 • 230 citations

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

1994 • 220 citations

Variable Selection and Model Comparison in Regression

1994 • 193 citations

Bayesian Variable Selection in Linear Regression

1988 • 183 citations

Bayesian Statistics 5.

1998 • 181 citations

Deterrence and Incapacitation

1998 • 179 citations

A Predictive Approach to Model Selection

1979 • 163 citations

Frequentist and Subjectivist Perspectives on the Problems of Model Building in Economics

1988 • 159 citations

Prediction via Orthogonalized Model Mixing

1996 • 141 citations

A Note on Screening Regression Equations

1983 • 130 citations

A method for simultaneous variable selection and outlier identification in linear regression

1996 • 125 citations

Bayesian Statistics 2.

1987 • 115 citations

Likelihood ratios, posterior odds and information criteria

1981 • 99 citations

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

1981 • 96 citations

Specification Searches: Ad Hoc Inference with Nonexperimental Data

1981 • 75 citations

A Bayesian analysis of classical hypothesis testing

1980 • 63 citations

Eliciting prior information to enhance the predictive performance of bayesian graphical models

1995 • 62 citations

Some statistical heresies

1999 • 50 citations

Bayesian model selection and prediction with empirical applications

1995 • 44 citations

Posterior and Predictive Densities for Simultaneous Equation Models

1973 • 42 citations

Predictive specification of prior model probabilities in variable selection

1996 • 35 citations

An alternative to the standard Bayesian procedure for discrimination between normal linear models

1984 • 32 citations

Prediction Via Orthogonalized Model Mixing

1996 • 29 citations

Bayesian analysis of systems of seemingly unrelated regression equations under a recursive extended natural conjugate prior density

1988 • 27 citations

Regression models under competing covariance matrices : A Bayesian perspective

1990 • 10 citations

The "Pathology" of the Natural Conjugate Prior Density in the Regression Model

1991 • 6 citations

Regression Models under Competing Covariance Structures: A Bayesian Perspective

1993 • 5 citations

The "pathology" of the natural conjugate prior density in the regression model

1991 • 4 citations

Regression Models under Competing Covariance Structures: A Bayesian Perspective

1993 • 2 citations