Decluster: Declusters a time series

In rjaneUCF/MultiHazard: Tools for modeling compound events

Declusters a time series

Description

Identify cluster maxima above a threshold, using the runs method of Smith and Weissman (1994).

Usage

Decluster(Data, u = 0.95, SepCrit = 3, mu = 365.25)

Arguments

Data	Numeric vector of the time series.
u	Numeric vector of length one specifying the declustering threshold; as a quantile [0,1] of Data vector. Default is 0.95.
SepCrit	Integer; specifying the separation criterion under which events are declustered. Default is 3 corresponding to a storm window of three days in the case of daily data.
mu	(average) occurrence frequency of events in Data. Numeric vector of length one. Default is 365.25, daily data.

Value

List comprising the Threshold above which cluster maxima are identified, rate of cluster maxima Rate, a vector containing the original time series Detrended and the Declustered series.

See Also

Detrend

Examples

Decluster(data=S20_T_MAX_Daily_Completed_Detrend$Detrend)

rjaneUCF/MultiHazard documentation built on April 20, 2024, 12:48 a.m.