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 |
fit |
a S3 class of cste. |
h |
kernel bandwidth. |
alpha |
the simultaneous confidence bands are of |
Value
A list which includes:
-
or_x
: the ordered value ofX\beta_1
. -
fit_x
: the fitted value of CSTE curve corresponding toor_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
[Package CSTE version 3.0.0 Index]