Prediction and Entropy

A Mathematical Theory of Communication

1948 • 73,365 citations

A new look at the statistical model identification

1974 • 46,507 citations

Estimating the Dimension of a Model

1978 • 43,634 citations

A Mathematical Theory of Communication

1948 • 39,028 citations

On Information and Sufficiency

1951 • 17,995 citations

Information Theory and an Extension of the Maximum Likelihood Principle

1998 • 16,234 citations

Information Theory and Statistical Mechanics

1957 • 12,269 citations

The Mathematical Theory of Communication

1950 • 10,269 citations

Information theory and statistics

1959 • 7,634 citations

The Determination of the Order of an Autoregression

1979 • 2,841 citations

Fitting autoregressive models for prediction

1969 • 2,363 citations

An invariant form for the prior probability in estimation problems

1946 • 2,260 citations

Fitting Autoregreesive Models for Prediction

1998 • 2,099 citations

Tests of statistical hypotheses concerning several parameters when the number of observations is large

1943 • 2,079 citations

$I$-Divergence Geometry of Probability Distributions and Minimization Problems

1975 • 1,516 citations

On a Measure of the Information Provided by an Experiment

1956 • 1,437 citations

Some comments on C_p

1973 • 1,423 citations

Statistical predictor identification

1970 • 1,222 citations

Statistical Predictor Identification

1998 • 1,221 citations

An Asymptotic Equivalence of Choice of Model by Cross-Validation and Akaike's Criterion

1977 • 1,216 citations

Information Theory and Statistics.

1959 • 1,156 citations

More Comments on C P

1995 • 1,139 citations

Some Comments on C P

1973 • 1,001 citations

The Analysis of Cross-Classified Categorical Data.

1979 • 909 citations

A Predictive Approach to Model Selection

1979 • 899 citations

Sampling and Bayes' Inference in Scientific Modelling and Robustness

1980 • 890 citations

On entropy maximization principle

1977 • 614 citations

A Bayesian analysis of the minimum AIC procedure

1978 • 604 citations

A Bayesian extension of the minimum AIC procedure of autoregressive model fitting

1979 • 576 citations

THE FIDUCIAL ARGUMENT IN STATISTICAL INFERENCE

1935 • 571 citations

A Bayesian Analysis of the Minimum AIC Procedure

1998 • 568 citations

Asymptotically Efficient Selection of the Order of the Model for Estimating Parameters of a Linear Process

1980 • 563 citations

Weitere Studien über das Wärmegleichgewicht unter Gasmolekülen

1970 • 458 citations

The Analysis of Multidimensional Contingency Tables: Stepwise Procedures and Direct Estimation Methods for Building Models for Multiple Classifications

1971 • 432 citations

Probability, Induction and Statistics.

1974 • 431 citations

Bayes Factors and Choice Criteria for Linear Models

1980 • 334 citations

Applications of Statistics

1978 • 330 citations

Inaccuracy and Inference

1961 • 305 citations

On the probability of large deviations of random variables

1958 • 300 citations

Applications of Statistics

1978 • 299 citations

Large-Sample Theory: Parametric Case

1956 • 255 citations

A note on the generalized information criterion for choice of a model

1980 • 255 citations

Asymptotics for and against cross-validation

1977 • 254 citations

Goodness of prediction fit

1975 • 247 citations

Bayesian Conditionalisation and the Principle of Minimum Information

1980 • 213 citations

The Use of the Concept of a Future Observation in Goodness-Of-Fit Problems

1967 • 193 citations

A Predictive Approach to Model Selection

1979 • 163 citations

SEASONAL ADJUSTMENT BY A BAYESIAN MODELING

1980 • 161 citations

A new look at the Bayes procedure

1978 • 129 citations

Asymptotic Efficiency and Limiting Information

1961 • 123 citations

Efficient Estimates and Optimum Inference Procedures in Large Samples

1962 • 119 citations

A new look at the Bayes procedure

1998 • 118 citations

Probability, Induction and Statistics

1974 • 117 citations

Uncertain Inference

1936 • 103 citations

An optimal property of the likelihood ratio statistic

1967 • 92 citations

The Analysis of Multidimensional Contingency Tables: Stepwise Procedures and Direct Estimation Methods for Building Models for Multiple Classifications

1971 • 79 citations

New Developments in the Applications of Bayesian Methods

1978 • 77 citations

A Bayesian Approach to Some Multinomial Estimation and Pretesting Problems

1977 • 48 citations

Jeffreys-Bayes posterior odds ratio and the Akaike information criterion for discriminating between models

1978 • 29 citations

Local asymptotic admissibility of a generalization of Akaike's model selection rule

1982 • 19 citations

On minimum information prior distributions

1983 • 13 citations

Ignorance prior distribution of a hyperparameter and Stein's estimator

1980 • 13 citations

Large Deviations of Empirical Probability Measures

1974 • 13 citations

A Bayesian Approach to Some Multinomial Estimation and Pretesting Problems

1977 • 13 citations

An Investigation of the F-Test Procedure as an Estimation Short-Cut

1976 • 10 citations

LAPLACE

1929 • 4 citations