SPCModelNonpar {spcadjust} | R Documentation |
Generic model that allows nonparametric resampling (with replacement) of the data. The transformation of data into updates needs to be defined via the arguments.
SPCModelNonpar(updates, xiofP)
updates |
function that computes updates. |
xiofP |
function that computes xi given P. |
The parameters to the functions being returned have the following meaning.
data: a numeric vector or a matrix where the rows contain the observations.
xi: depends on the parameter xiofP.
P: The data
with no modifications (thus either a numeric vector or a matrix).
The main operations are defined as follows:
resample(P): generates a new data set of the same size by either resampling the values (if the data is a vector) or by resampling the rows of the data matrix (both use resampling with replacement).
An object of class SPCDataModel.