A package to create composite timeseries.
[Insert text about papers that use composites]
The composite R package is designed to apply 3 different methods:
- Standard Composite Calibration (SCC)
- Mean value within a specified window is subtracted from each data point
- Dynamic Composite Calibration (DCC)
- Mean of each record iteratively adjusted to minimize differences among records.
- Composite Plus Scale (CPS)
- DCC plus a scaling of the variance using prior information
We do not have the functionality for PAI or GAM yet.
TODO:
- Add PAI, GAM
- Finish documenting standardize.R
- Look at scale.R
- Finalize DCC vignettes. Add additional vignettes?
- Finalize README
New:
- Plotting and printing function
- Added documentation
- Simplified binning.R