demo.BetaSplines: Demos for smoothing techniques

In gamlss.demo: Demos for GAMLSS

Description

These are demos for teaching smoothing techniques to students

Usage

demo.BetaSplines()
demo.discreteSmo(y = NULL, ...)
demo.histSmo(y = NULL, ...)
demo.interpolateSmo(y = NULL, w = NULL, ...)
demo.PenSplines(y = NULL, x = NULL, ...)

Arguments

y	for y variable if needed otherwise it is generated
w	for weights if needed
x	for explanatory variable if needed
...	for adding parameters in the plot

Value

An rpanel plot

Author(s)

Paul Eirers [e-mail], Brian Marx [e-mail], and Mikis Stasinopoulos [e-mail]

References

Bowman, Bowman, Gibson and Crawford (2008) rpanel, CRAN

Eilers, P. H. C. and Marx, B. D. (1996). Flexible smoothing with B-splines and penalties (with comments and rejoinder). Statist. Sci, 11, 89-121.

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.

Examples

demo.PenSplines()

gamlss.demo documentation built on May 2, 2019, 5:29 p.m.