Simulated data for examples

Simulated data to fit example models against

sim_data_interactive_cat

Format

a data.frame

Examples

set.seed(123456)
b0 <- 0.2 # true value for the intercept
b1 <- 0.5 # true value for first beta
b2 <- 0.7 # true value for second beta
b3 <- -0.3 # true value for second beta
n <- 500 # sample size
X1 <- runif(n, -1, 1)
X3 <- rbinom(n, 5, .23)
Z_interactive_cat <- b0 + b1 * X1 + b2 * X3 + b3 * (X1 * X3)
Y_interactive_cat <- rnorm(n, Z_interactive_cat, 1)
sim_data_interactive_cat <- data.frame(cbind(X1, X3, Y = Y_interactive_cat))