plot2way: Function to plot two interaction in a GAMLSS model

In gamlss: Generalized Additive Models for Location Scale and Shape

Function to plot two interaction in a GAMLSS model

Description

This function is designed to plot a factor to factor interaction in a GAMLSS model.

Usage

plot2way(obj, terms = list(), what = c("mu", "sigma", "nu", "tau"), 
        parameter= NULL, show.legend = TRUE, ...)

Arguments

obj	A gamlss model
terms	this should be a character vector with the names of the two factors to be plotted
what	which parameters? mu, sigma, nu, or tau
parameter	equivalent to what
show.legend	whether to show the legend in the two way plot
...	Further arguments

Details

This is an experimental function which should be use with prudence since no other check is done on whether this interaction interfere with other terms in the model

Value

The function creates a 2 way interaction plot

Author(s)

Mikis Stasinopoulos

References

Rigby, R. A. and Stasinopoulos D. M. (2005). Generalized additive models for location, scale and shape,(with discussion), Appl. Statist., 54, part 3, pp 507-554.

Rigby, R. A., Stasinopoulos, D. M., Heller, G. Z., and De Bastiani, F. (2019) Distributions for modeling location, scale, and shape: Using GAMLSS in R, Chapman and Hall/CRC. An older version can be found in https://www.gamlss.com/.

Stasinopoulos D. M. Rigby R.A. (2007) Generalized additive models for location scale and shape (GAMLSS) in R. Journal of Statistical Software, Vol. 23, Issue 7, Dec 2007, https://www.jstatsoft.org/v23/i07/.

Stasinopoulos D. M., Rigby R.A., Heller G., Voudouris V., and De Bastiani F., (2017) Flexible Regression and Smoothing: Using GAMLSS in R, Chapman and Hall/CRC.

(see also https://www.gamlss.com/).

See Also

term.plot,

Examples

data(aids)
ti <- factor(c(rep(1,18),rep(2,27))) 
m1 <- gamlss(y~x+qrt*ti, data=aids, family=NBI)
m2 <- gamlss(y~x+qrt*ti, data=aids, family=NO)
plot2way(m1, c("qrt","ti")) 
plot2way(m1, c("ti", "qrt"))

gamlss documentation built on May 29, 2024, 6:08 a.m.