-
Notifications
You must be signed in to change notification settings - Fork 4
/
Copy pathfittedPlot.Rd
executable file
·50 lines (41 loc) · 2.19 KB
/
fittedPlot.Rd
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
\name{fittedPlot}
\alias{fittedPlot}
\title{Plots The Fitted Values of a GAMLSS Model}
\description{
This function, applicable only to a models with a single explanatory variable, plots the fitted values for all the parameters
of a GAMLSS model against the (one) explanatory variable. It is also useful for comparing the fits for more than one model.
}
\usage{
fittedPlot(object, ..., x = NULL, color = TRUE, line.type = FALSE, xlab = NULL)
}
\arguments{
\item{object}{a fitted GAMLSS model object(with only one explanatory variable)}
\item{\dots}{optionally more fitted GAMLSS model objects }
\item{x}{The unique explanatory variable }
\item{color}{whether the fitted lines plots are shown in colour, \code{color=TRUE} (the default) or not \code{color=FALSE}}
\item{line.type}{whether the line type should be different or not. The default is \code{color=FALSE}}
\item{xlab}{the x-label}
}
\value{
A plot of the fitted values against the explanatory variable
}
\references{Rigby, R. A. and Stasinopoulos D. M. (2005). Generalized additive models for location, scale and shape,(with discussion),
\emph{Appl. Statist.}, \bold{54}, part 3, pp 507-554.
Rigby, R. A., Stasinopoulos, D. M., Heller, G. Z., and De Bastiani, F. (2019)
\emph{Distributions for modeling location, scale, and shape: Using GAMLSS in R}, Chapman and Hall/CRC. An older version can be found in \url{https://www.gamlss.com/}.
Stasinopoulos D. M. Rigby R.A. (2007) Generalized additive models for location scale and shape (GAMLSS) in R.
\emph{Journal of Statistical Software}, Vol. \bold{23}, Issue 7, Dec 2007, \url{https://www.jstatsoft.org/v23/i07/}.
Stasinopoulos D. M., Rigby R.A., Heller G., Voudouris V., and De Bastiani F., (2017)
\emph{Flexible Regression and Smoothing: Using GAMLSS in R}, Chapman and Hall/CRC.
(see also \url{https://www.gamlss.com/}).
}
\author{Mikis Stasinopoulos, Bob Rigby and Calliope Akantziliotou }
\seealso{ \code{\link{gamlss}}, \code{\link{centiles}}, \code{\link{centiles.split}} }
\examples{
data(abdom)
h1<-gamlss(y~pb(x), sigma.formula=~x, family=BCT, data=abdom)
h2<-gamlss(y~pb(x), sigma.formula=~pb(x), family=BCT, data=abdom)
fittedPlot(h1,h2,x=abdom$x)
rm(h1,h2)
}
\keyword{regression}%