Linear Model Selection by Cross-validation

A new look at the statistical model identification

1974 • 46,507 citations

Cross-Validatory Choice and Assessment of Statistical Predictions

1974 • 8,849 citations

The Predictive Sample Reuse Method with Applications

1975 • 2,250 citations

More Comments onC_p

1995 • 2,192 citations

Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation

1983 • 2,096 citations

Cross-Validation of Regression Models

1984 • 1,362 citations

The Relationship Between Variable Selection and Data Agumentation and a Method for Prediction

1974 • 1,319 citations

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

1977 • 1,216 citations

Some Comments on C P

1973 • 1,001 citations

A comparative study of ordinary cross-validation, v-fold cross-validation and the repeated learning-testing methods

1989 • 599 citations

An optimal selection of regression variables

1981 • 537 citations

Model Selection Via Multifold Cross Validation

1993 • 528 citations

Asymptotic Optimality for $C_p, C_L$, Cross-Validation and Generalized Cross-Validation: Discrete Index Set

1987 • 522 citations

How Biased is the Apparent Error Rate of a Prediction Rule?

1986 • 430 citations

A completely automatic french curve: fitting spline functions by cross validation

1975 • 365 citations

Statistical Design and Analysis of Experiments

1999 • 302 citations

A General Theory for Jackknife Variance Estimation

1989 • 294 citations

Regression Analysis and Its Application

2018 • 288 citations

Asymptotics for and against cross-validation

1977 • 254 citations

The Relationship between Variable Selection and Data Agumentation and a Method for Prediction

1974 • 240 citations

Statistical Design and Analysis of Experiments

1972 • 113 citations