Man pages for TESTgroup-BNL/PLSR_for_plant_trait_prediction
A simple add-on package to aid in the fitting of leaf or canopy scale spectra-trait PLSR models
| create_data_split | Create a calibration (training) / validation data split for... |
| ely_plsr_data | Ely et al (2019) example leaf-level PLSR dataset. DOI:... |
| f.coef.valid | f.coef.valid |
| find_optimal_comp_by_groups | Uses the firstMin and firstPlateau methods for the... |
| find_optimal_components | Applies different methods for the determination of the... |
| f.plot.coef | f.plot.coef |
| f.plot.spec | f.plot.spec |
| get_ecosis_data | Function to pull data from EcoSIS using the EcoSIS API |
| grapes-notin-grapes | Not %in% function |
| percent_rmse | Calculate RMSE and percent RMSE with PLSR model results |
| pls_permutation | Run a PLSR model permutation analysis. Can be used to... |
| pls_permutation_by_groups | Run a PLSR model permutation analysis stratified by selected... |
| source_GitHubData | Function to source text data from GitHub |
| testForPackage | Function to check for installed package |
| VIP | VIP returns all VIP values for all variables and all number... |
| VIPjh | VIPjh returns the VIP of variable j with h components |
