build_two_way_data: Build simulated data with desired properties

In michaelfrancenelson/mfn.teaching.utils:

Build simulated data with desired properties

Description

Build simulated data with desired properties

Usage

build_two_way_data(
  n_obs = 20,
  n_training_pts = 20,
  x1_name = "x1",
  x2_name = "x2",
  y_name = "Response",
  b0 = 1,
  b1 = 1,
  b2 = 1,
  b3 = 0.5,
  mod_sd = 1,
  x1_lim = c(0, 10),
  x2_lim = c(2000, 3000),
  x1_mean = NULL,
  x2_mean = NULL,
  x1_sd = NULL,
  x2_sd = NULL,
  interaction_term = TRUE,
  error_mean = 0.01,
  error_sd = 0.2,
  seed = NA,
  x1_unif = FALSE,
  x2_unif = FALSE
)

Arguments

n_training_pts	number of points to simulate for the model residuals
x1_name	name of the x1 variable
x2_name	name of the x2 variable
y_name	name of the response variable
b0	desired intercept parameter
b1	desired x1 slope parameter for x1
b2	desired slope parameter for x2
b3	desired interaction parameter
x1_lim	= c(0, 10)
x2_lim	= c(2000, 3000),
x1_mean	= NULL
x2_mean	= NULL,
x1_sd	= NULL
x2_sd	= NULL,
interaction_term	whether to include an interaciton term in the model
error_sd
seed	random seed for training data

michaelfrancenelson/mfn.teaching.utils documentation built on Oct. 7, 2022, 1:13 a.m.