Principal Component Regression - PCR
Description
This functor built rasters with eigenvalues of Principal Component Regression - PCR. For more details about function see: Jolliffe, Ian T. (1982). “A note on the Use of Principal Components in Regression”. Journal of the Royal Statistical Society, Series C. 31 (3): 300–303. doi:10.2307/2348005. JSTOR 2348005.
Inputs
| Name | Type | Description |
|---|---|---|
| Input Points | csv file | Input points (csv format) with dependent variable (with columns: dependent, x, y) |
| Predictors | Map Type | Map of predictor variables in geoTiff format. |
| Output folder | Folder | Folder to save output maps. |
| Folder Scenarios Raster | Folder | Folder with rasters for project in another scenario. The rasters should be named in the same way of predictors. |
| Project In Another Scenario | Boolean | Project PLSR in another scenario (future or past) |
Outputs
| Name | Type | Description |
|---|---|---|
| Map | Cube Map | Cube Map of results |
Group
Internal Name
BioDinamica