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cplm (version 0.7-2)

getF: Get and plot the smoothing function values

Description

Get and plot the estimated smoothing function values

Usage

getF(object, which, n=100, newdata, interval=c("NONE", "MCMC",
    "RW"), addConst=TRUE, varying=1, level=0.9, sims=1000)
    
plotF(object, which, n=100, interval="RW", addConst=TRUE,
    trans=I, level=0.9, sims=1000, auto.layout=TRUE, rug=TRUE,
    legendPos="topright", ...)

Arguments

object
a fitted cpglmm object.
which
(optional) an integer vector or a character vector of names giving the smooths for which fitted values are desired. Defaults to all.
n
if no newdata is given, fitted values for a regular grid with n values in the range of the respective covariates are returned
newdata
An optional data frame in which to look for variables with which to predict
interval
what mehod should be used to compute pointwise confidence/HPD intervals: RW= bias-adjusted empirical bayes
addConst
boolean should the global intercept and intercepts for the levels of the by-variable be included in the fitted values (and their CIs) can also be a vector of the same length as which
varying
value of thevarying-covariate (see tp) to be used if no newdata is supplied. Defaults to 1.
level
level for the confidence/HPD intervals
sims
how many iterates should be generated for the MCMC-based HPD-intervals
trans
a function that should be applied to the fitted values and ci's before plotting (e.g. the inverse link function to get plots on the scale of the reponse)
auto.layout
automagically set plot layout via par()$mfrow
rug
add rug-plots of the observed covariate locations
legendPos
a (vector of) keyword(s) where to put labels of by-variables (see legend). "none" if you don't want a legend.
...
arguments passed on to the low-level plot functions (plot, matlines), legend, and title

Value

  • a list with one data.frame for each function, giving newdata or the values of the generated grid plus the fitted values (and confidence/HPD intervals).

See Also

See the vignette for examples