Changepoint Analysis using Censored Time Series Data


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Documentation for package ‘cpcens’ version 0.1.0

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AR1.data Most recent changepoints
Bin_segAR Most recent changepoints from dcbs method using censored AR timeseries.
Bin_segMA Most recent changepoints from dcbs method using censored MA timeseries.
censoredex Successive readings of a toxic substance in the Niagara River near Fort Erie, Ontario and then converting it into panel data.
ind Most recent changepoint using ind method
indAR Most recent changepoints from ind method using censored AR timeseries.
indMA Most recent changepoints from ind method using censored MA timeseries.
MA1.data Most recent changepoints
mrc.mean Segmenting data generated from AR1.data/MA1.data using PELT funtion.
mrc.mean1 Segmenting data using PELT funtion.
multiple.mrc Most recent changepoints from mrc method using censored AR/MA timeseries.
multiple.mrc1 Most recent changepoints from mrc method.
PELT Most recent changepoints from AGG method.
PELT.ar Most recent changepoints from AGG method using censored AR timeseries.
PELT.ma Most recent changepoints from AGG method using censored MA timeseries.
PELT.MV Most recent changepoints from MV method.
PELT.MVar Most recent changepoints from MV method using censored AR timeseries.
PELT.MVma Most recent changepoints from MV method using censored MA timeseries.
predar.mse Mean Squared Error using censored data generated from AR model
predma.mse Mean Squared Error using censored data generated from MA model
rcar Simulate censored AR time series
rcarma Simulate censored ARMA time series
rcma Simulate censored MA time series