serr: Generate data with skewed errors

In SLIC: LIC for Distributed Skewed Regression

Generate data with skewed errors

Description

Generate data with skewed errors

Usage

serr(n, nr, p, dist_type, ...)

Arguments

n	Number of total observations
nr	Number of observations with a different error distribution
p	Number of predictors
dist_type	Type of error distribution ("skew_normal", "skew_t", "skew_laplace")
...	Additional parameters for the error distribution

Value

A list with X (design matrix), Y (response), and e (error)

Examples

set.seed(123)
data <- serr(1000, 200, 5, "skew_t")
str(data)

SLIC documentation built on Aug. 12, 2025, 1:09 a.m.