Package: dbstats 2.0.2

Eva Boj

dbstats: Distance-Based Statistics

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.

Authors:Boj, Eva <[email protected]>, Caballe, Adria <[email protected]>, Delicado, Pedro <[email protected]> and Fortiana, Josep <[email protected]>.

dbstats_2.0.2.tar.gz
dbstats_2.0.2.tar.gz(r-4.5-noble)dbstats_2.0.2.tar.gz(r-4.4-noble)
dbstats_2.0.2.tgz(r-4.4-emscripten)dbstats_2.0.2.tgz(r-4.3-emscripten)
dbstats.pdf |dbstats.html✨
dbstats/json (API)
NEWS

# Install 'dbstats' in R:
install.packages('dbstats', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.30 score 1 stars 20 scripts 290 downloads 33 exports 2 dependencies

Last updated 10 months agofrom:5f3f865ef0. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 22 2024
R-4.5-linuxNOTENov 22 2024

Exports:as.D2as.GramD2toDistD2toGdbglmdbglm.D2dbglm.distdbglm.formuladbglm.Gramdblmdblm.D2dblm.distdblm.formuladblm.Gramdbplsrdbplsr.D2dbplsr.distdbplsr.formuladbplsr.GramdisttoD2GtoD2is.D2is.Gramldbglmldbglm.D2ldbglm.distldbglm.formulaldbglm.Gramldblmldblm.D2ldblm.distldblm.formulaldblm.Gram

Dependencies:clusterpls

Readme and manuals

Help Manual

Help pageTopics
Distance-based statistics (dbstats)dbstats-package dbstats
D2 objectsas.D2 is.D2
Gram objectsas.Gram is.Gram
Distance conversion: D2 to distD2toDist
Distance conversion: D2 to GD2toG
Distance-based generalized linear modelsdbglm dbglm.D2 dbglm.dist dbglm.formula dbglm.Gram print.dbglm
Distance-based linear modeldblm dblm.D2 dblm.dist dblm.formula dblm.Gram print.dblm
Distance-based partial least squares regressiondbplsr dbplsr.D2 dbplsr.dist dbplsr.formula dbplsr.Gram print.dbplsr
Distance conversion: dist to D2disttoD2
Distance conversion: dist to D2GtoD2
Local distance-based generalized linear modelldbglm ldbglm.D2 ldbglm.dist ldbglm.formula ldbglm.Gram print.ldbglm
Local distance-based linear modelldblm ldblm.D2 ldblm.dist ldblm.formula ldblm.Gram print.ldblm
Plots for objects of clases dblm or dbglmplot.dbglm plot.dblm
Plots for a dbplsr objectplot.dbplsr
Plots for objects of clases ldblm or ldbglmplot.ldbglm plot.ldblm
Predicted values for a dbglm objectpredict.dbglm
Predicted values for a dblm objectpredict.dblm
Predicted values for a dbpls objectpredict.dbplsr
Predicted values for a ldbglm objectpredict.ldbglm print.predict.ldbglm
Predicted values for a ldblm objectpredict.ldblm print.predict.ldblm
Summarizing distance-based generalized linear model fitsprint.summary.dbglm summary.dbglm
Summarizing distance-based linear model fitsprint.summary.dblm summary.dblm
Summarizing distance-based partial least squares fitsprint.summary.dbplsr summary.dbplsr
Summarizing local distance-based generalized linear model fitsprint.summary.ldbglm summary.ldbglm
Summarizing local distance-based linear model fitsprint.summary.ldblm summary.ldblm