flexmix: ExNPreg – R documentation

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ExNPreg

Artificial Example for Normal, Poisson and Binomial Regression

Description

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.

Usage

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)

flexmix

Flexible Mixture Modeling

v2.3-17

GPL (>= 2)

Authors

Bettina Gruen [aut, cre] (<https://orcid.org/0000-0001-7265-4773>), Friedrich Leisch [aut] (<https://orcid.org/0000-0001-7278-1983>), Deepayan Sarkar [ctb] (<https://orcid.org/0000-0003-4107-1553>), Frederic Mortier [ctb], Nicolas Picard [ctb] (<https://orcid.org/0000-0001-5548-9171>)

Initial release