cste_bin_SCB {CSTE}R Documentation

Calculate simultaneous confidence bands of CSTE curve for binary outcome.

Description

This function calculates simultaneous confidence bands of CSTE curve for binary outcome.

Usage

cste_bin_SCB(x, fit, h = NULL, alpha = 0.05)

Arguments

x

samples of predictor, which is a m*p matrix.

fit

a S3 class of cste.

h

kernel bandwidth.

alpha

the simultaneous confidence bands are of 1-\alpha confidence level.

Value

A list which includes:

References

Guo W., Zhou X. and Ma S. (2021). Estimation of Optimal Individualized Treatment Rules Using a Covariate-Specific Treatment Effect Curve with High-dimensional Covariates, Journal of the American Statistical Association, 116(533), 309-321

See Also

cste_bin


[Package CSTE version 3.0.0 Index]