| filterRareCommon | Filter rare response variables from the data |
| mrBootstrap | Bootstrap mrIML model predictions |
| mrCoOccurNet | Generate a MrIML co-occurrence network |
| mrCovar | Investigate partial dependencies of a covariate for mrIML JSDMs (Joint Species Distribution Models) |
| mrFlashlight | Convert mrIML object into a 'flashlight' object |
| mrIMLperformance | Calculate general performance metrics of a mrIML model |
| mrIMLpredicts | Generates a multi-response predictive model |
| mrIML_bird_parasites_LM | An example mrIML model fit to MRFcov::Bird.parasites |
| mrIML_bird_parasites_RF | An example mrIML model fit to MRFcov::Bird.parasites |
| mrInteractions | Calculate and visualize feature interactions |
| mrPdPlotBootstrap | Bootstrap Partial Dependence Plots |
| mrPerformancePlot | Plot Model Performance Comparison |
| mrShapely | Generate SHAP (SHapley Additive exPlanations) Plots for Multiple Models and Responses |
| mrVip | Calculates and helps interpret variable importance for 'mrIML' models. |
| mrVipPCA | Principal Component Analysis of mrIML variable importance |
| readSnpsPed | Conversion to single column per locus from plink file via LEA functionality |
| resist_components | Calculates resistance components from a list of pairwise resistance surfaces |