gen_mix_reg: generate 1d "v" distribution from x values

In benjaminleroy/simulationBands: Conformal Prediction Bands with Simulations

Description

Data is generated from y ~ p1 M1(x) + p2 M2(x) where (M1,M2)(x) ~ right_intercept + N(right_beta*x, right_sd) and (p1,p2) = right_proportions

Usage

gen_mix_reg(
  x,
  beta = c(-1, 1),
  intercept = c(0, 0),
  sd = c(1, 1),
  proportions = c(0.5, 0.5)
)

Arguments

x	x values
beta	vector length 2, see above
intercept	vector length 2, see above
sd	vector length 2, see above
proportions	vector length 2, see above

Value

data frame (x,y) sampled from the above distribution

benjaminleroy/simulationBands documentation built on Dec. 19, 2021, 8:41 a.m.