heavy: Robust Estimation Using Heavy-Tailed Distributions

Functions to perform robust estimation considering heavy-tailed distributions. Currently, the package includes linear regression, linear mixed-effect models, multivariate location and scatter estimation, multivariate regression, penalized splines and random variate generation.

AuthorFelipe Osorio
Date of publication2016-07-07 16:02:12
MaintainerFelipe Osorio <felipe.osorio@ucv.cl>
LicenseGPL (>= 2)
Version0.38
http://www.ies.ucv.cl/heavy/

View on CRAN

Files in this package

heavy
heavy/inst
heavy/inst/CITATION
heavy/src
heavy/src/matrix.c
heavy/src/Makevars
heavy/src/family.h
heavy/src/specfun.c
heavy/src/lm_fit.h
heavy/src/family.c
heavy/src/lme_fit.c
heavy/src/base.h
heavy/src/random.h
heavy/src/random.c
heavy/src/mlm_fit.c
heavy/src/lm_fit.c
heavy/src/optim.c
heavy/src/optim.h
heavy/src/ps_fit.h
heavy/src/ps_fit.c
heavy/src/lme_fit.h
heavy/src/mv_fit.c
heavy/src/mv_fit.h
heavy/src/specfun.h
heavy/src/init.c
heavy/src/matrix.h
heavy/NAMESPACE
heavy/data
heavy/data/creatinine.rda
heavy/data/life.rda
heavy/data/cyt.rda
heavy/data/dental.rda
heavy/data/dialyzer.rda
heavy/data/ereturns.rda
heavy/data/housePrices.rda
heavy/R
heavy/R/random.R heavy/R/ps.R heavy/R/family.R heavy/R/control.R heavy/R/lm.R heavy/R/heavyFit.R heavy/R/lme.R
heavy/MD5
heavy/DESCRIPTION
heavy/ChangeLog
heavy/man
heavy/man/dialyzer.Rd heavy/man/heavyFit.Rd heavy/man/heavyPS.Rd heavy/man/rmcnorm.Rd heavy/man/life.Rd heavy/man/rmCauchy.Rd heavy/man/rmslash.Rd heavy/man/rmnorm.Rd heavy/man/housePrices.Rd heavy/man/heavy.control.Rd heavy/man/heavy.family.Rd heavy/man/heavyLme.Rd heavy/man/heavyLm.Rd heavy/man/rmt.Rd heavy/man/heavyLm.fit.Rd heavy/man/ereturns.Rd heavy/man/dental.Rd heavy/man/cyt.Rd heavy/man/creatinine.Rd heavy/man/rsphere.Rd

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