ModelMRHLP-class {samurais} | R Documentation |
A Reference Class which represents a fitted MRHLP model.
Description
ModelMRHLP represents an estimated MRHLP model.
Fields
param
A ParamMRHLP object. It contains the estimated values of the parameters.
stat
A StatMRHLP object. It contains all the statistics associated to the MRHLP model.
Methods
plot(what = c("regressors", "estimatedsignal", "loglikelihood"), ...)
Plot method.
what
The type of graph requested:
...
Other graphics parameters.
By default, all the graphs mentioned above are produced.
summary(digits = getOption("digits"))
Summary method.
digits
The number of significant digits to use when printing.
See Also
Examples
data(multivtoydataset)
mrhlp <- emMRHLP(multivtoydataset$x, multivtoydataset[,c("y1", "y2", "y3")],
K = 5, p = 1, verbose = TRUE)
# mrhlp is a ModelMRHLP object. It contains some methods such as 'summary' and 'plot'
mrhlp$summary()
mrhlp$plot()
# mrhlp has also two fields, stat and param which are reference classes as well
# Log-likelihood:
mrhlp$stat$loglik
# Parameters of the polynomial regressions:
mrhlp$param$beta
[Package samurais version 0.1.0 Index]