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dbstats (version 1.0.4)

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

232

Version

1.0.4

License

GPL-2

Maintainer

Fortiana Josep

Last Published

December 10th, 2014

Functions in dbstats (1.0.4)

dbglm

Distance-based generalized linear models
dblm

Distance-based linear model
ldbglm-inl

Internal functions
ldblm

Local distance-based linear model
dbglm-inl

Internal functions
dbplsr-inl

Internal functions
ldblm-inl

Internal functions
dbplsr

Distance-based partial least squares regression
dblm-inl

Internal functions
ldbglm

Local distance-based generalized linear model
dbstats-package

Distance-based statistics (dbstats)
predict.ldblm

Predicted values for a ldblm object
summary.dbglm

Summarizing distance-based generalized linear model fits
plot.dbplsr

Plots for a dbplsr object
plot.ldblm

Plots for objects of clases ldblm or ldbglm
summary.dblm

Summarizing distance-based linear model fits
summary.dbplsr

Summarizing distance-based partial least squares fits
as.Gram

Gram objects
plot.dblm

Plots for objects of clases dblm or dbglm
predict.dbglm

Predicted values for a dbglm object
D2toDist

Distance conversion: D2 to dist
predict.dblm

Predicted values for a dblm object
D2toG

Distance conversion: D2 to G
predict.dbplsr

Predicted values for a dbpls object
predict.ldbglm

Predicted values for a ldbglm object
GtoD2

Distance conversion: dist to D2
as.D2

D2 objects
disttoD2

Distance conversion: dist to D2
summary.ldbglm

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

Summarizing local distance-based linear model fits