gen_nonlinear_data {grpreg}

Generate nonlinear example data

Description

Mainly intended to demonstrate the use of basis expansion models for sparse additive modeling; intended for use with expand_spline().

Usage

gen_nonlinear_data(n = 100, p = 16, seed = 1)

Arguments

n

Sample size (numeric; default = 100).

p

Number of features (numeric; default = 16).

seed

Change to get different random data sets (numeric; default = 1).

Examples

Data <- gen_nonlinear_data()