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CSTE (version 2.0.0)

cste_bin_SCB: 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