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dbstats (version 2.0.1)

Distance-Based Statistics

Description

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.

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Version

Install

install.packages('dbstats')

Monthly Downloads

239

Version

2.0.1

License

GPL-2

Maintainer

Eva

Last Published

December 7th, 2022

Functions in dbstats (2.0.1)

ldblm

Local distance-based linear model
disttoD2

Distance conversion: dist to D2
dbplsr

Distance-based partial least squares regression
plot.dbplsr

Plots for a dbplsr object
dbstats-package

Distance-based statistics (dbstats)
ldblm-inl

Internal functions
plot.dblm

Plots for objects of clases dblm or dbglm
plot.ldblm

Plots for objects of clases ldblm or ldbglm
ldbglm

Local distance-based generalized linear model
ldbglm-inl

Internal functions
summary.dblm

Summarizing distance-based linear model fits
summary.dbglm

Summarizing distance-based generalized linear model fits
predict.ldblm

Predicted values for a ldblm object
summary.dbplsr

Summarizing distance-based partial least squares fits
predict.dbplsr

Predicted values for a dbpls object
predict.ldbglm

Predicted values for a ldbglm object
predict.dblm

Predicted values for a dblm object
predict.dbglm

Predicted values for a dbglm object
summary.ldbglm

Summarizing local distance-based generalized linear model fits
summary.ldblm

Summarizing local distance-based linear model fits
dblm-inl

Internal functions
D2toDist

Distance conversion: D2 to dist
GtoD2

Distance conversion: dist to D2
as.D2

D2 objects
as.Gram

Gram objects
dbglm-inl

Internal functions
dblm

Distance-based linear model
dbplsr-inl

Internal functions
D2toG

Distance conversion: D2 to G
dbglm

Distance-based generalized linear models