Bayesian Model Averaging for Linear Regression Models

Estimating the Dimension of a Model

1978 • 43,634 citations

Applied Regression Analysis

2005 • 18,630 citations

Crime and Punishment: An Economic Approach

1968 • 12,482 citations

Bayes Factors

1995 • 10,562 citations

Applied Linear Statistical Models

1992 • 10,206 citations

On Estimation of a Probability Density Function and Mode

1962 • 9,957 citations

Applied Linear Statistical Models

1997 • 7,703 citations

Theory of probability

1939 • 6,981 citations

Applied Regression Analysis

1982 • 5,757 citations

Applied Linear Statistical Models.

1986 • 4,926 citations

The American Statistician

1947 • 3,920 citations

Applied Regression Analysis (2nd ed).

1981 • 3,128 citations

Variable Selection via Gibbs Sampling

1993 • 2,639 citations

Participation in Illegitimate Activities: A Theoretical and Empirical Investigation

1973 • 2,428 citations

Applied Statistical Decision Theory

1962 • 2,252 citations

Robust Regression: Asymptotics, Conjectures and Monte Carlo

1973 • 2,229 citations

Computing Bayes Factors by Combining Simulation and Asymptotic Approximations

1997 • 2,046 citations

A molecular timescale for vertebrate evolution

1998 • 1,945 citations

Data Analysis and Regression.

1979 • 1,739 citations

Bayesian statistical inference for psychological research.

1963 • 1,732 citations

Empirical Likelihood and General Estimating Equations

1994 • 1,704 citations

A Biometrics Invited Paper. The Analysis and Selection of Variables in Linear Regression

1976 • 1,683 citations

Subset Selection in Regression

2003 • 1,542 citations

Data Analysis and Regression.

1978 • 1,451 citations

Applied Linear Regression.

1986 • 1,384 citations

Markov Chains with Stationary Transition Probabilities.

1962 • 1,298 citations

Bayesian Variable Selection in Linear Regression

1988 • 1,281 citations

Applied Linear Regression.

1981 • 1,256 citations

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

1994 • 1,222 citations

The Optimum Enforcement of Laws

1970 • 1,162 citations

Bayesian Graphical Models for Discrete Data

1995 • 1,088 citations

Optimal scaling for various Metropolis-Hastings algorithms

2001 • 1,078 citations

Molecular Evidence for the Early Colonization of Land by Fungi and Plants

2001 • 984 citations

Markov Chains with Stationary Transition Probabilities

1960 • 923 citations

Model selection

1986 • 890 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

Better Subset Regression Using the Nonnegative Garrote

1995 • 794 citations

Applied Statistical Decision Theory.

1962 • 754 citations

An MCMC approach to classical estimation

2003 • 710 citations

Regression Analysis by Example

1979 • 693 citations

Submodel Selection and Evaluation in Regression. The X-Random Case

1992 • 645 citations

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

1996 • 632 citations

Subset Selection in Regression

1990 • 610 citations

boa: AnRPackage for MCMC Output Convergence Assessment and Posterior Inference

2007 • 604 citations

Better Subset Regression Using the Nonnegative Garrote

1995 • 597 citations

Applied Linear Regression (2nd ed.).

1986 • 577 citations

Journal of the Royal Statistical Society.

1923 • 564 citations

An optimal selection of regression variables

1981 • 537 citations

Regression Analysis by Example.

1994 • 446 citations

Statistics with Stata

1990 • 440 citations

Reliability of Subjective Probability Forecasts of Precipitation and Temperature

1977 • 375 citations

Bayesian inference and decision techniques : essays in honor of Bruno de Finetti

1986 • 364 citations

Selection of Subsets of Regression Variables

1984 • 344 citations

Predictive Model Selection

1995 • 341 citations

A Note on Screening Regression Equations

1983 • 335 citations

Interactive Elicitation of Opinion for a Normal Linear Model

1980 • 290 citations

Nonparametric kernel regression subject to monotonicity constraints

2001 • 283 citations

Regression Analysis by Example (2nd ed.).

1992 • 279 citations

Bayesian Density Regression

2007 • 256 citations

The Little Bootstrap and other Methods for Dimensionality Selection in Regression: X-Fixed Prediction Error

1992 • 256 citations

A New Regression Model: Modal Linear Regression

2013 • 190 citations

Deterrence and Incapacitation

1998 • 179 citations

Applied Statistics: Principles and Examples

1982 • 155 citations

Bayesian Statistical Inference

2019 • 148 citations

Optimum Kernel Estimators of the Mode

1980 • 128 citations

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

1996 • 125 citations

Bayesian empirical likelihood for quantile regression

2012 • 124 citations

Nonparametric Estimation of the Mode of A Distribution of Random Curves

1998 • 114 citations

Uncertainty, Policy Analysis and Statistics

1987 • 113 citations

Quadratic mode regression

1993 • 91 citations

Estimation of unimodal densities without smoothness assumptions

1997 • 87 citations

Some Direct Estimates of the Mode

1965 • 77 citations

Regression towards the mode

2012 • 74 citations

The effects of model selection on confidence intervals for the size of a closed population

1991 • 71 citations

Recent Econometric Modeling of Crime and Punishment

1980 • 66 citations

Comparison of mode estimation methods and application in molecular clock analysis

2003 • 64 citations

Empirical Likelihood for Non‐Smooth Criterion Functions

2009 • 56 citations

Elicitation of Prior Distributions for Variable-Selection Problems in Regression

1992 • 55 citations

A Bayesian approach to regression selection and estimation, with application to a price index for radio services

1991 • 51 citations

On the Impact of Variable Selection in Fitting Regression Equations

1988 • 51 citations

SOME PROBLEMS ON THE ESTIMATION OF UNIMODAL DENSITIES

1996 • 45 citations

Hierarchical Bayesian Analysis Using Monte Carlo Integration: Computing Posterior Distributions When There are Many Possible Models

1987 • 34 citations

About the asymptotic accuracy of Barron density estimates

1998 • 30 citations

Local Likelihood Tracking of Fault Lines and Boundaries

2001 • 25 citations

Bayesian nonparametric methods for data from a unimodal density

1992 • 23 citations

Bayesian Posterior Distributions Over Sets of Possible Models with Inferences Computed by Monte Carlo Integration

1986 • 16 citations

ON THE PROBABLE ERROR OF THE MODE OF SKEW FREQUENCY DISTRIBUTIONS

1926 • 13 citations

On Model Uncertainty and Its Statistical Implications

1990 • 10 citations

An algorithm to “clean" close stellar companions

1997 • 9 citations

Applied Statistics: Principles and Examples

1983 • 7 citations

Deleted Work

1955 • 0 citations