Detecting Changes in Autocorrelated and Fluctuating Signals
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Documentation for package ‘DeCAFS’ version 3.3.3
Help Pages
| bestParameters | bestParameters |
| cost | L2 error estimation |
| dataRWAR | Generate a Random Walk + AR realization |
| dataSinusoidal | Generating data from a sinusoidal model with changes |
| DeCAFS | Main DeCAFS algorithm for detecting abrupt changes |
| estimateParameters | Estimate parameter in the Random Walk Autoregressive model |
| estimVar | Variance estimation for diff k operators |
| evalEtaNu | RW and AR(1) variance estimations with fixed AR(1) parameter |
| guidedModelSelection | Guided Model Selection |
| oilWell | Rock structure data from an oil well |
| plot.DeCAFSout | DeCAFS Plotting |
| scenarioGenerator | Generate a piecewise constant signal of a given length |