gen_nonlinear_data function

Generate nonlinear example data

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

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

Arguments

• n: Sample size (numeric; default = 100).
• p: Number of features (numeric; default = 16).
• seed: Set to get different random data sets, passed to set.seed()

Examples

Data <- gen_nonlinear_data()