sim_cp: Simulate data with measurment error from a change-point...

In ncahill89/EIVmodels: Fit Errors-in-variables regression model

Simulate data with measurment error from a change-point linear regression

Description

Simulate data with measurment error from a change-point linear regression

Usage

sim_cp(
  n_sim = 50,
  min_x = 0,
  max_x = 2,
  alpha = 0,
  beta = c(1, 2),
  cp = 1,
  sigma = 0.1,
  x_err = 0.1,
  y_err = 0.1
)

Arguments

n_sim	Number of data points to simulate
min_x	Minimum x value
max_x	Maximum x value
alpha	Regression intercept
beta	Regression slope
cp	Change point
sigma	Nugget variation
x_err	x measurement error
y_err	y measurement error

Value

Simulated dataset with columns x, x_err, y, y_err

Examples

sim_cp(n_sim = 50)

ncahill89/EIVmodels documentation built on Dec. 5, 2022, 2:10 p.m.