cvSplit: Select the optimal tuning for bootstrap-calibrated R-Split...

Description Usage Arguments Value

View source: R/cvSplit.R

Description

Select the optimal tuning for bootstrap-calibrated R-Split through cross-validation

Usage

1
cvSplit(y, x, r = NULL, G = NULL, B = NULL, BB = NULL, ratio = NULL, fold = 2)

Arguments

y

response

x

design matrix

r

candidate tuning parameter

G

subgroup indicator

B

bootstrap iterations

BB

bootstrap iterations for repetitive splitting

ratio

ratio of data splitting

fold

number of folds in cross-validation

Value

op

optimal tuning parameter


WaverlyWei/debiased.subgroup documentation built on Jan. 27, 2021, 12:15 a.m.