gamlss (version 4.3-4)

gamlss.random: Support for Functions random() and re()

Description

This is support for the functions random() and re() respectively. It is not intended to be called directly by users. .

Usage

gamlss.random(x, y, w)
gamlss.re(x, y, w, xeval = NULL, ...)

Arguments

x

the explanatory design matrix

y

the response variable

w

iterative weights

xeval

it used internaly for prediction

...

for extra arguments

Value

• Returns a list with
• y
  the fitted values
• residuals
  the residuals
• var
  the variance of the fitted values
• lambda
  the final lambda, the smoothing parameter
• coefSmo
  with value NULL

References

Chambers, J. M. and Hastie, T. J. (1991). Statistical Models in S, Chapman and Hall, London.

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.

Stasinopoulos D. M., Rigby R.A. and Akantziliotou C. (2006) Instructions on how to use the GAMLSS package in R. Accompanying documentation in the current GAMLSS help files, (see also http://www.gamlss.org/).

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, http://www.jstatsoft.org/v23/i07.

See Also

gamlss, random