On model selection in the computer age

A new look at the statistical model identification

Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text

Business, Biostatistics, Statistical Modeling +9

An Analysis of Transformations

George E. P. Box, David R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1964 · 15.1K citations

Computing, Mathematics, Bayesian Data Analysis +14

Cross-Validatory Choice and Assessment of Statistical Predictions

M. Stone · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1974 · 10.5K citations

Education, Data Science, Method Validation +9

Theory of Point Estimation

Eric R. Ziegel, E. L. Lehmann, George Casella · Technometrics · 1999 · 4.3K citations

Natural Sciences, Mathematics, Optimization +14

The Determination of the Order of an Autoregression

E. J. Hannan, Barry G. Quinn · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1979 · 3K citations

Computing, Economics, Time Series Analysis +8