dbstats: Distance-Based Statistics

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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.

Author
Boj, Eva <evaboj@ub.edu>, Caballe, Adria <adria.caballe@upc.edu>, Delicado, Pedro <pedro.delicado@upc.edu> and Fortiana, Josep <fortiana@ub.edu>.
Date of publication
2014-12-10 21:13:55
Maintainer
Josep Fortiana <fortiana@ub.edu>
License
GPL-2
Version
1.0.4

View on CRAN

Man pages

dbglm
Distance-based generalized linear models
dbglm-internal
Internal functions
dblm
Distance-based linear model
dblm-internal
Internal functions
dbplsr
Distance-based partial least squares regression
dbplsr-internal
Internal functions
dbstats-package
Distance-based statistics (dbstats)
ldbglm
Local distance-based generalized linear model
ldbglm-internal
Internal functions
ldblm
Local distance-based linear model
ldblm-internal
Internal functions

Files in this package

dbstats
dbstats/NAMESPACE
dbstats/NEWS
dbstats/R
dbstats/R/as.Gram.r
dbstats/R/control_methods.r
dbstats/R/predict.ldblm.r
dbstats/R/z_to_dist.r
dbstats/R/dbglm.r
dbstats/R/summary.ldbglm.r
dbstats/R/GtoD2.r
dbstats/R/print.summary.dblm.r
dbstats/R/D2toDist.r
dbstats/R/Gcalc.r
dbstats/R/predict.dbplsr.r
dbstats/R/plot.dblm.r
dbstats/R/formula_to_zy.r
dbstats/R/control_metric.r
dbstats/R/is.D2.r
dbstats/R/Gproduct.r
dbstats/R/controls_dbplsr.r
dbstats/R/summary.ldblm.r
dbstats/R/disttoD2.r
dbstats/R/Hwprojector.r
dbstats/R/predict.dbglm.r
dbstats/R/D2toG.r
dbstats/R/plot.dbplsr.r
dbstats/R/Hwyhat.r
dbstats/R/summary.dbplsr.r
dbstats/R/print.ldblm.r
dbstats/R/print.dbplsr.r
dbstats/R/controls_dblm.r
dbstats/R/print.summary.ldblm.r
dbstats/R/print.dbglm.r
dbstats/R/plot.ldblm.r
dbstats/R/pred.train.sample.dbglm.r
dbstats/R/pred.train.sample.r
dbstats/R/print.summary.ldbglm.r
dbstats/R/print.predict.ldblm.r
dbstats/R/kernel.number.r
dbstats/R/ldbglm.r
dbstats/R/summary.dblm.r
dbstats/R/print.dblm.r
dbstats/R/print.summary.dbglm.r
dbstats/R/is.Gram.r
dbstats/R/print.summary.dbplsr.r
dbstats/R/dblm.r
dbstats/R/predict.dblm.r
dbstats/R/h.knn.r
dbstats/R/dbplsr.r
dbstats/R/dbglm_iteration.r
dbstats/R/controls_ldblm.r
dbstats/R/summary.dbglm.r
dbstats/R/control_family.r
dbstats/R/print.predict.ldbglm.r
dbstats/R/as.D2.r
dbstats/R/predict.ldbglm.r
dbstats/R/controls_dbglm.r
dbstats/R/ldblm.r
dbstats/MD5
dbstats/DESCRIPTION
dbstats/man
dbstats/man/dbplsr-internal.Rd
dbstats/man/dblm.Rd
dbstats/man/dbplsr.Rd
dbstats/man/summary.dbplsr.rd
dbstats/man/disttoD2.rd
dbstats/man/dblm-internal.Rd
dbstats/man/summary.dblm.rd
dbstats/man/D2toG.rd
dbstats/man/dbglm-internal.Rd
dbstats/man/summary.ldblm.rd
dbstats/man/ldbglm-internal.Rd
dbstats/man/ldblm.Rd
dbstats/man/predict.ldblm.rd
dbstats/man/summary.ldbglm.rd
dbstats/man/predict.dblm.rd
dbstats/man/dbglm.Rd
dbstats/man/ldbglm.Rd
dbstats/man/as.D2.rd
dbstats/man/predict.ldbglm.rd
dbstats/man/plot.dblm.rd
dbstats/man/summary.dbglm.rd
dbstats/man/dbstats-package.Rd
dbstats/man/predict.dbglm.rd
dbstats/man/GtoD2.rd
dbstats/man/D2toDist.rd
dbstats/man/as.Gram.rd
dbstats/man/predict.dbplsr.rd
dbstats/man/ldblm-internal.Rd
dbstats/man/plot.dbplsr.rd
dbstats/man/plot.ldblm.rd