Description Usage Arguments Details Value

Generic model that allows nonparametric resampling (with replacement) of the data. The transformation of data into updates needs to be defined via the arguments.

1 | ```
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.

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