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

In CSTE: Covariate Specific Treatment Effect (CSTE) Curve

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:

• or_x: the ordered value of X\beta_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 April 4, 2025, 12:27 a.m.