Artificial Example for Normal, Poisson and Binomial Regression

A simple artificial regression example with 2 latent classes, one independent variable (uniform on \([0,10]\)), and three dependent variables with Gaussian, Poisson and Binomial distribution, respectively.

ExNPreg(n)
data("NPreg")

Arguments

n

Number of observations per latent class.

Details

The NPreg data frame can be re-created by ExNPreg(100) using set.seed(2602), it has been saved as a data set for simplicity of examples only.

Examples

data("NPreg", package = "flexmix")
plot(yn ~ x, data = NPreg, col = class)

plot(yp ~ x, data = NPreg, col = class)

plot(yb ~ x, data = NPreg, col = class)