boot632 {oosse}

The .632 bootstrap estimation of the MSE

Description

The .632 bootstrap estimation of the MSE

Usage

boot632(y, x, id, fitFun, predFun)

Arguments

y

The vector of outcome values

x

The matrix of predictors

id

the sample indices resampled with replacement

fitFun

The function for fitting the prediction model

predFun

The function for evaluating the prediction model

Details

The implementation follows (Efron and Tibshirani 1997)

Value

The MSE estimate

References

Efron B, Tibshirani R (1997). “Improvements on cross-validation: The 632+ bootstrap method.” J. Am. Stat. Assoc., 92(438), 548 - 560.

See Also

estMSE bootOob