A Bayesian Cross-Validated Likelihood Method for Comparing Alternative Specifications of Quantitative Models

A new look at the statistical model identification

1974 • 46,507 citations

Estimating the Dimension of a Model

1978 • 43,634 citations

Information Theory and an Extension of the Maximum Likelihood Principle

1998 • 16,234 citations

The Handbook of Social Psychology

1969 • 12,920 citations

Exploratory Data Analysis

1977 • 12,265 citations

Cross-Validatory Choice and Assessment of Statistical Predictions

1974 • 8,849 citations

Bayesian Inference in Statistical Analysis.

1975 • 3,994 citations

BMDP Statistical Software 1981

1982 • 2,365 citations

An Introduction to Bayesian Inference in Econometrics.

1974 • 2,058 citations

Bayes Estimates for the Linear Model

1972 • 1,875 citations

A Generalization of the Gamma Distribution

1962 • 1,312 citations

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

1977 • 1,216 citations

Further Results on Tests of Separate Families of Hypotheses

1962 • 996 citations

Models and Managers: The Concept of a Decision Calculus

2004 • 826 citations

Selection of the order of an autoregressive model by Akaike's information criterion

1976 • 782 citations

Urn models and their application

1977 • 742 citations

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

1979 • 576 citations

Multiattribute Approaches for Product Concept Evaluation and Generation: A Critical Review

1979 • 368 citations

Innovation Diffusion and New Product Growth Models in Marketing

1979 • 339 citations

Bayes Factors and Choice Criteria for Linear Models

1980 • 334 citations

A Method for Discriminating between Models

1970 • 330 citations

Testing the Accuracy, Usefulness, and Significance of Probabilistic Choice Models: An Information-Theoretic Approach

1978 • 288 citations

Comments on Model Selection Criteria of Akaike and Schwarz

1979 • 279 citations

Maximum Likelihood Estimation for an Innovation Diffusion Model of New Product Acceptance

1982 • 271 citations

Selection of Variables for Fitting Equations to Data

1966 • 269 citations

Problems in Predicting New Product Growth for Consumer Durables

1980 • 239 citations

A General Bayesian Linear Model

1973 • 209 citations

Proportions with Extraneous Variance: Single and Independent Samples

1973 • 184 citations

Posterior probabilities for choosing a regression model

1978 • 151 citations

A Simultaneous Equation Regression Study of Advertising and Sales of Cigarettes

1976 • 151 citations

Maximum Likelihood Estimation in Small Samples.

1978 • 137 citations

Early Warning Indicators of Business Failure

1980 • 129 citations

Multidimensional successive categories scaling: A maximum likelihood method

1981 • 93 citations

Introduction to econometrics

1981 • 87 citations

New Product Models for Test Market Data

1983 • 67 citations

On the Use of AIC for the Detection of Outliers

1979 • 55 citations

Model Misspecification in Multiattribute Parameter Estimation

1981 • 54 citations

A Framework for the Comparison of Marketing Models: A Delphi Study

1977 • 51 citations

Model Relativism: A Situational Approach to Model Building

1975 • 38 citations

A Bayesian Technique to Discriminate between Stochastic Models of Brand Choice

1975 • 29 citations

Two errors in statistical model fitting

1977 • 17 citations

Maximum likelihood additivity analysis

1982 • 17 citations

Optimizing the Allocation of a Fixed Resource: A Simple Model and Its Experimental Test

1979 • 16 citations

Statistical Model Comparison in Marketing Research

1977 • 15 citations

An Evaluation of the Application of Minimum Chi-Square Procedures to Stochastic Models of Brand Choice

1973 • 15 citations

Analyzing Quantitative Models

1974 • 15 citations

Specification of Economic Time Series Models Using Akaike's Criterion

1982 • 14 citations

Consumer behavior models for non-statisticians: The river of time

1982 • 13 citations

Distribution-Free Methods of Approximating Nonlinear Marketing Relationships

1982 • 7 citations

Multi-Sample Cluster Analysis with Varying Parameters Using Akaike's Information Criterion.

1982 • 4 citations