cste_bin_SCB: Calculate simultaneous confidence bands of CSTE curve for...

In CSTE: Covariate Specific Treatment Effect (CSTE) Curve

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-α confidence level.

Value

A list which includes:

• or_x: the ordered value of Xβ_1.

• fit_x: the fitted value of CSTE curve corresponding to or_x.

• lower_bound: the lower bound of CSTE's simultaneous confidence band.

• upper_bound: the upper bound of CSTE's simultaneous confidence band.

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

CSTE documentation built on Dec. 16, 2021, 9:07 a.m.