runPartialPlots: Plot partial plots for each of the variables listed in...

In lindesaysh/MRSea: Spatially adaptive regression splines using SALSA

Plot partial plots for each of the variables listed in factorlist.in or varlist.in.

Description

Plot partial plots for each of the variables listed in factorlist.in or varlist.in.

Usage

runPartialPlots(
  model,
  data,
  factorlist.in = NULL,
  varlist.in = NULL,
  showKnots = FALSE,
  type = "response",
  partial.resid = FALSE,
  save = FALSE,
  savedata = F,
  label = NULL,
  includeB0 = FALSE
)

Arguments

model	Fitted model object (glm or gam)
data	Data frame of data information used to fit model
factorlist.in	(default=NULL). Vector or names of factor variables
varlist.in	(default=NULL). Vector of names of continuous variables
showKnots	(default=FALSE). Logical stating whether knot locations should be plotted.
type	(default='responss'). Character stating whether to return partial plots on the scale of the link function or the response.
partial.resid	(default=FALSE). Logical stating whether to include partial residuals on the plot.
save	(default=FALSE). Logical stating whether plot should be saved into working directory.
savedata	(default=FALSE). Logical stating whether the data used to make the plots should be saved into the working directory. The object is called PartialData_'variablename'.RData
label	(default=NULL). This enables the user to specify a character label for the plots saved to the working directory. This may also be used to specify an alternative directory.
includeB0	(default=TRUE). Logical stating whether to include the intercept in the partial plots.

Value

Partial plots, one for each covariate in factorlist.in and varlist.in

Author(s)

LAS Scott-Hayward, University of St Andrews

Examples

#' # load data
data(ns.data.re)

model<-gamMRSea(birds ~ observationhour + as.factor(floodebb) + as.factor(impact),
           family='quasipoisson', data=ns.data.re)

runPartialPlots(model, ns.data.re, factorlist.in=c('floodebb', 'impact'),
                varlist.in=c('observationhour'))
runPartialPlots(model, ns.data.re, factorlist.in=c('floodebb', 'impact'),
                varlist.in=c('observationhour'), type='link')
runPartialPlots(model, ns.data.re, factorlist.in=c('floodebb', 'impact'),
                varlist.in=c('observationhour'), partial.resid=TRUE)

lindesaysh/MRSea documentation built on May 11, 2024, 11:30 p.m.