Generates a design matrix with standardized predictors.

This function is useful for debugging.

Usage

generate_stdzied_design_matrix(n = 50, p = 1, covariate_gen = rnorm, ...)

Arguments

n

Number of rows in the design matrix

p

Number of columns in the design matrix

covariate_gen

The function to use to draw the covariate realizations (assumed to be iid). This defaults to rnorm for $N(0,1)$ draws.

...

Optional arguments to be passed to the covariate_dist function.

Value

THe design matrix

Author

Adam Kapelner

Examples

if (FALSE) { # \dontrun{
X = generate_stdzied_design_matrix(n = 6, p = 2)
colMeans(X)
} # }