delt: Estimation of Multivariate Densities Using Adaptive Partitions

We implement methods for estimating multivariate densities. We include a discretized kernel estimator, an adaptive histogram (a greedy histogram and a CART-histogram), stagewise minimization, and bootstrap aggregation.

Install the latest version of this package by entering the following in R:
AuthorJussi Klemela [aut, cre], Sauli Herrala [ctb]
Date of publication2015-06-03 12:12:23
MaintainerJussi Klemela <>
LicenseGPL (>= 2)

View on CRAN


cluster.lst Man page
delt Man page
delt-package Man page
densplit Man page
eval.bagg Man page
eval.cart Man page
eval.greedy Man page
eval.pick Man page
eval.stage Man page
eval.stage.gauss Man page
intpcf Man page
lefrig2par Man page
lstseq.bagg Man page
lstseq.cart Man page
lstseq.greedy Man page
makebina Man page
partition Man page
pcf.greedy.kernel Man page
plotparti Man page
prune Man page
scaspa Man page
supp Man page


R/supp.R R/rf2tree.old.R R/partigen.disc.R R/omaord2.delt.R R/exma.R R/omaind.delt.R R/denmean.R R/paf.R R/myosplitpena.R R/eval.greedy.R R/bootworpl.R R/luo.R R/detsi.R R/myosplitR.R R/simfssk.R R/dentree.R R/partigen.R R/densplitter33.R R/leaflocs.R R/riskesti.R R/stepcalc.R R/levefore.R R/findsplitlev.R R/findobsR.R R/findsplitpenaR.R R/preprocess.R R/meanstd.R R/denssr.R R/count.R R/blokitus.delt.R R/simesi.R R/intpcf.R R/makebina.R R/picktreelev.R R/findleafs.R R/pcf.greedy.kernel.R R/stepwiseR.R R/profdelt.R R/simesi3d.R R/plotpartilev.R R/downhigh.R R/belongs.R R/omaver.R R/stage.gaussR.R R/remnodes.R R/lokeroi.R R/eval.cart.R R/simutree.R R/rf2tree.R R/ositalog.R R/partition.R R/colo2eprof.R R/allocolo.R R/densplitter44.R R/allosimp.R R/densplitter22.R R/eval.bagg.R R/lstseq.bagg.R R/findsplitter2.R R/partigenD.R R/unidis.R R/omaind.R R/partition.old.R R/drawgene.R R/partitionlev.R R/makeparent.R R/scaspa.R R/myosplitpenaR.R R/densplitF.R R/dernor.R R/densplit.R R/findobs.R R/pruseq.R R/ R/findsplit.R R/massone.delt.R R/simmix.delt.R R/lefrig2par.R R/levsplitR.R R/findsplitter.R R/densplitR.R R/findsplitter.dyadic.R R/pickseq.R R/simpp.R R/delt.R R/initial.R R/makeorder.R R/eval.pick.R R/drawcart.R R/omamindelt.R R/treeadd.R R/roundlnum.R R/lstseq.greedy.R R/childcode.R R/massone.R R/densplitter.R R/prune.R R/bootbagg.R R/leafsum.R R/eval.stage.R R/lowupp.R R/cluster.lst.R R/findsplitter3.R R/prunelev.R R/osita.R R/plotparti.R R/exmavec.R R/slicing.recs.R R/gaussprod.R R/findsplitG.R R/pruseqlev.R R/lstseq.cart.R R/eval.stage.gauss.R
man/eval.stage.Rd man/eval.stage.gauss.Rd man/eval.cart.Rd man/makebina.Rd man/lefrig2par.Rd man/delt-package.Rd man/plotparti.Rd man/eval.greedy.Rd man/cluster.lst.Rd man/prune.Rd man/eval.pick.Rd man/intpcf.Rd man/scaspa.Rd man/densplit.Rd man/pcf.greedy.kernel.Rd man/partition.Rd man/lstseq.bagg.Rd man/eval.bagg.Rd man/lstseq.cart.Rd man/supp.Rd man/lstseq.greedy.Rd

Questions? Problems? Suggestions? or email at

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.