Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions

A new look at the statistical model identification

1974 • 46,507 citations

Estimating the Dimension of a Model

1978 • 43,634 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

Information theory and statistics

1959 • 7,634 citations

Modeling by shortest data description

1978 • 5,959 citations

Factor analysis and AIC

1987 • 4,635 citations

Factor Analysis and AIC

1987 • 4,093 citations

Maximum Likelihood Estimation of Misspecified Models

1982 • 3,838 citations

On the mathematical foundations of theoretical statistics

1922 • 3,786 citations

Maximum Likelihood Estimation of Misspecified Models

1983 • 3,727 citations

Journal of the Royal Statistical Society.

1923 • 3,533 citations

The Determination of the Order of an Autoregression

1979 • 2,841 citations

Theoretical Statistics

1974 • 2,786 citations

Application of model-selection criteria to some problems in multivariate analysis

1987 • 2,241 citations

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

1943 • 2,079 citations

IX. On the problem of the most efficient tests of statistical hypotheses

1933 • 2,078 citations

ON THE PROBLEM OF THE MOST EFFICIENT TESTS OF STATISTICAL HYPOTHESES

1967 • 1,573 citations

Likelihood of a model and information criteria

1981 • 1,234 citations

Information Theory and Statistics.

1960 • 1,199 citations

Theory and Application of the Linear Model.

1977 • 1,177 citations

ON THE USE AND INTERPRETATION OF CERTAIN TEST CRITERIA FOR PURPOSES OF STATISTICAL INFERENCE

1928 • 1,030 citations

Theory and Application of the Linear Model.

1978 • 992 citations

The Advanced Theory of Statistics.

1984 • 958 citations

Canonical Correlation Analysis of Time Series and the Use of an Information Criterion

1976 • 653 citations

On entropy maximization principle

1977 • 614 citations

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

1979 • 576 citations

Mathematical Statistics.

1963 • 538 citations

Statistical inference

1970 • 463 citations

The Advanced Theory of Statistics, Vol. 3

1968 • 406 citations

Statistical decision rules and optimal inference

1982 • 368 citations

Optimal Choice of AR and MA Parts in Autoregressive Moving Average Models

1982 • 328 citations

On the Choice of a Model to Fit Data from an Exponential Family

1988 • 282 citations

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

1980 • 255 citations

Stochastic Modelling and Control

1985 • 223 citations

The Choice of Variables in Multiple Regression

1968 • 215 citations

Stochastic Modelling and Control

1986 • 213 citations

Some properties of the order of an autoregressive model selected by a generalization of Akaike∘s EPF criterion

1977 • 211 citations

The advanced theory of statistics. Vols. 2.

1948 • 178 citations

Order Determination for a Multivariate Autoregression

1980 • 136 citations

The Choice of the Degree of a Polynomial Regression as a Multiple Decision Problem

1962 • 130 citations

System Identification

1993 • 119 citations

Statistical Inference.

1976 • 111 citations

On Model Selection and the ARC Sine Laws

1982 • 100 citations

Modelling and Control

1983 • 96 citations

MODERN DEVELOPMENT OF STATISTICAL METHODS

1981 • 84 citations

Some Recent Advances in Statistics.

1983 • 58 citations

On the Use of AIC for the Detection of Outliers

1979 • 55 citations

The International Federation of Automatic Control

1960 • 48 citations

Admissible Selection of an Accurate and Parsimonious Normal Linear Regression Model

1981 • 46 citations

On Newer Statistical Approaches to Parameter Estimation and Structure Determination

1978 • 35 citations

Remembrance of Things Past

1986 • 29 citations

Filter-order selection in adaptive maximum likelihood estimation

1984 • 20 citations

The Power of the Likelihood Ratio Test

1967 • 13 citations

The Craft of Probabilistic Modelling

1986 • 13 citations

Deleted Work

1955 • 0 citations