Distance-Based Statistics
D2 objects
Gram objects
Distance conversion: D2 to dist
Distance conversion: D2 to G
Internal functions
Distance-based generalized linear models
Internal functions
Distance-based linear model
Internal functions
Distance-based partial least squares regression
Distance-based statistics (dbstats)
Distance conversion: dist to D2
Distance conversion: dist to D2
Internal functions
Local distance-based generalized linear model
Internal functions
Local distance-based linear model
Plots for objects of clases dblm or dbglm
Plots for a dbplsr object
Plots for objects of clases ldblm or ldbglm
Predicted values for a dbglm object
Predicted values for a dblm object
Predicted values for a dbpls object
Predicted values for a ldbglm object
Predicted values for a ldblm object
Summarizing distance-based generalized linear model fits
Summarizing distance-based linear model fits
Summarizing distance-based partial least squares fits
Summarizing local distance-based generalized linear model fits
Summarizing local distance-based linear model fits
Prediction methods where explanatory information is coded as a matrix of distances between individuals. Distances can either be directly input as a distances matrix, a squared distances matrix, an inner-products matrix or computed from observed predictors.