csuv.ci: Confidence interval-like interval for uncertainty...

In christineyuen/CSUV: Combined Selection and Uncertainty Visualiser (CSUV)

Confidence interval-like interval for uncertainty illustration

Description

Confidence interval-like interval for uncertainty illustration

Usage

csuv.ci(csuv.fit, level, type = "original", log.level = NULL)

Arguments

csuv.fit	fitted results from CSUV::csuv()
level	significance level
type	the type of the interval. When the type is "original", all estimated coefficients are used to calculate the interval. When the type is "conditional", only non-zero estimated coefficients are used. The type "conditional.1" is still in experimental stage, please do not use. Default is "original"
log.level	log level to set. Default is NULL, which means no change in log level. See the function CSUV::set.log.level for more details

Value

a matrix. Each column represents an interval for a corresponding covariate

Examples

X = matrix(rnorm(1000), nrow = 100)
Y = rowSums(X[,1:3])+rnorm(100)
mod.0 = csuv(X, Y, intercept = FALSE, q = 0, method.names = NULL)
print(csuv.ci(mod.0, level = 0.1, type = "original"))

christineyuen/CSUV documentation built on June 13, 2022, 1:41 a.m.