LogConcDEAD: Log-concave Density Estimation in Arbitrary Dimensions

Computes a log-concave (maximum likelihood) estimator for i.i.d. data in any number of dimensions.

Author
Madeleine Cule, Robert Gramacy, Richard Samworth, Yining Chen
Date of publication
2014-07-02 15:21:44
Maintainer
Yining Chen <Y.Chen@statslab.cam.ac.uk>
License
GPL (>= 2)
Version
1.5-9

View on CRAN

Man pages

cov.LogConcDEAD
Compute the covariance matrix of a log-concave maximum...
dlcd
Evaluation of a log-concave maximum likelihood estimator at a...
dmarglcd
Evaluate the marginal of multivariate log-concave maximum...
dslcd
Evaluation of a smoothed log-concave maximum likelihood...
EMmixlcd
Estimate the mixture proportions and component densities...
getinfolcd
Construct an object of class LogConcDEAD
getweights
Find appropriate weights for likelihood calculations
hatA
Compute the smoothing matrix of the smoothed log-concave...
interactive2D
A GUI for classification in two dimensions using smoothed...
interplcd
Evaluate the log-concave maximum likelihood estimator of 2-d...
interpmarglcd
Finds marginals of multivariate logconcave maximum likelihood...
LogConcDEAD-internal
Internal log-concave maximum likelihood estimation functions
LogConcDEAD-package
Computes a log-concave (maximum likelihood) estimator for...
mlelcd
Compute the maximum likelihood estimator of a log-concave...
plot.LogConcDEAD
Plot a log-concave maximum likelihood estimator
print.LogConcDEAD
Summarizing log-concave maximum likelihood estimator
rlcd
Sample from a log-concave maximum likelihood estimate
rslcd
Sample from a smoothed log-concave maximum likelihood...

Files in this package

LogConcDEAD
LogConcDEAD/inst
LogConcDEAD/inst/CITATION
LogConcDEAD/inst/doc
LogConcDEAD/inst/doc/LogConcDEAD.Rnw
LogConcDEAD/inst/doc/LogConcDEAD.R
LogConcDEAD/inst/doc/LogConcDEAD.pdf
LogConcDEAD/configure.ac
LogConcDEAD/src
LogConcDEAD/src/io.c
LogConcDEAD/src/qset.h
LogConcDEAD/src/poly.h
LogConcDEAD/src/poly.c
LogConcDEAD/src/user.c
LogConcDEAD/src/qhull.h
LogConcDEAD/src/merge.c
LogConcDEAD/src/sigmaeffw.c
LogConcDEAD/src/convhullnew.c
LogConcDEAD/src/merge.h
LogConcDEAD/src/stat.c
LogConcDEAD/src/geom.c
LogConcDEAD/src/mem.h
LogConcDEAD/src/global.c
LogConcDEAD/src/user.h
LogConcDEAD/src/geom2.c
LogConcDEAD/src/subgradeffw.c
LogConcDEAD/src/logcon.h
LogConcDEAD/src/delaunayn.c
LogConcDEAD/src/qhull_a.h
LogConcDEAD/src/qhull.c
LogConcDEAD/src/stat.h
LogConcDEAD/src/Makevars.in
LogConcDEAD/src/io.h
LogConcDEAD/src/solvoptweights.c
LogConcDEAD/src/useful.c
LogConcDEAD/src/convhullnmlc.c
LogConcDEAD/src/logconweights.c
LogConcDEAD/src/Makevars.win
LogConcDEAD/src/poly2.c
LogConcDEAD/src/geom.h
LogConcDEAD/src/mem.c
LogConcDEAD/src/qset.c
LogConcDEAD/src/renormalise.c
LogConcDEAD/NAMESPACE
LogConcDEAD/NEWS
LogConcDEAD/R
LogConcDEAD/R/convhullnew.R
LogConcDEAD/R/plot.LogConcDEAD.R
LogConcDEAD/R/rlcd.R
LogConcDEAD/R/summary.LogConcDEAD.R
LogConcDEAD/R/EMmixlcd.R
LogConcDEAD/R/delaunaynew.R
LogConcDEAD/R/interactive2D.R
LogConcDEAD/R/mlelcd.R
LogConcDEAD/R/dslcd.R
LogConcDEAD/R/print.LogConcDEAD.R
LogConcDEAD/R/dlcd.R
LogConcDEAD/R/interpmarglcd.R
LogConcDEAD/R/getinfolcd.R
LogConcDEAD/R/rslcd.R
LogConcDEAD/R/hatA.R
LogConcDEAD/R/interplcd.R
LogConcDEAD/R/usefulfuncs.R
LogConcDEAD/R/getweights.R
LogConcDEAD/vignettes
LogConcDEAD/vignettes/LogConcDEAD.Rnw
LogConcDEAD/vignettes/rglfig.png
LogConcDEAD/vignettes/rgllog.png
LogConcDEAD/vignettes/logconcdead.bib
LogConcDEAD/MD5
LogConcDEAD/build
LogConcDEAD/build/vignette.rds
LogConcDEAD/DESCRIPTION
LogConcDEAD/configure
LogConcDEAD/man
LogConcDEAD/man/getweights.Rd
LogConcDEAD/man/print.LogConcDEAD.Rd
LogConcDEAD/man/mlelcd.Rd
LogConcDEAD/man/plot.LogConcDEAD.Rd
LogConcDEAD/man/LogConcDEAD-internal.Rd
LogConcDEAD/man/dslcd.Rd
LogConcDEAD/man/getinfolcd.Rd
LogConcDEAD/man/dlcd.Rd
LogConcDEAD/man/hatA.Rd
LogConcDEAD/man/LogConcDEAD-package.Rd
LogConcDEAD/man/dmarglcd.Rd
LogConcDEAD/man/EMmixlcd.Rd
LogConcDEAD/man/interpmarglcd.Rd
LogConcDEAD/man/interactive2D.Rd
LogConcDEAD/man/rslcd.Rd
LogConcDEAD/man/rlcd.Rd
LogConcDEAD/man/interplcd.Rd
LogConcDEAD/man/cov.LogConcDEAD.Rd
LogConcDEAD/configure.win
LogConcDEAD/cleanup