heavy: Robust Estimation Using Heavy-Tailed Distributions
Version 0.38.1

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

Browse man pages Browse package API and functions Browse package files

AuthorFelipe Osorio
Date of publication2017-04-05 03:27:49 UTC
MaintainerFelipe Osorio <felipe.osorio@ucv.cl>
LicenseGPL (>= 2)
Version0.38.1
URL http://www.ies.ucv.cl/heavy/
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("heavy")

Man pages

creatinine: Clinical trial on endogenous creatinine clearance
cyt: Concha y Toro vineyards
dental: An orthodontic measurement on several children over time
dialyzer: Ultrafiltration measurements for three centres
ereturns: Excess returns for Martin Marietta and American Can companies
heavy.control: Set control parameters
heavy.family: Family objects for heavy-tailed distributions
heavyFit: Estimation of Location and Scatter using multivariate...
heavyLm: (Multivariate) linear regression under heavy-tailed...
heavyLme: Linear mixed-effects models under heavy-tailed distributions
heavyLm.fit: Fitter functions for linear models under heavy-tailed...
heavyPS: Fit a penalized spline under heavy-tailed distributions
housePrices: Hedonic housing-price equation
life: Data on per-capita income and life expectancy
rmCauchy: Multivariate Cauchy Random Deviates
rmcnorm: Multivariate Contaminated Normal Random Deviates
rmnorm: Multivariate Normal Random Deviates
rmslash: Multivariate Slash Random Deviates
rmt: Multivariate Student-t Random Deviates
rsphere: Generation of Deviates Uniformly Located on a Spherical...
tgamma: The right truncated gamma distribution

Functions

Cauchy Man page Source code
Student Man page Source code
contaminated Man page Source code
creatinine Man page
cyt Man page
dental Man page
dialyzer Man page
dtgamma Man page Source code
ereturns Man page
heavy.control Man page Source code
heavy.family Man page Source code
heavyFit Man page Source code
heavyLm Man page Source code
heavyLm.fit Man page Source code
heavyLme Man page Source code
heavyLme.formula Man page Source code
heavyMLm.fit Man page Source code
heavyPS Man page Source code
housePrices Man page
life Man page
normal Man page Source code
print.heavy.family Source code
print.heavyFit Source code
print.heavyLm Source code
print.heavyLme Source code
print.heavyMLm Source code
print.heavyPS Source code
print.summary.heavyFit Source code
print.summary.heavyLm Source code
print.summary.heavyLme Source code
print.summary.heavyMLm Source code
print.summary.heavyPS Source code
ptgamma Man page Source code
qtgamma Man page Source code
rmCauchy Man page Source code
rmcnorm Man page Source code
rmnorm Man page Source code
rmslash Man page Source code
rmt Man page Source code
rsphere Man page Source code
rtgamma Man page Source code
slash Man page Source code
summary.heavyFit Source code
summary.heavyLm Source code
summary.heavyLme Source code
summary.heavyMLm Source code
summary.heavyPS Source code
tgamma Man page

Files

inst
inst/CITATION
src
src/matrix.c
src/Makevars
src/family.h
src/specfun.c
src/lm_fit.h
src/family.c
src/lme_fit.c
src/base.h
src/random.h
src/random.c
src/mlm_fit.c
src/lm_fit.c
src/distn.h
src/optim.c
src/optim.h
src/ps_fit.h
src/ps_fit.c
src/lme_fit.h
src/mv_fit.c
src/distn.c
src/mv_fit.h
src/specfun.h
src/init.c
src/matrix.h
NAMESPACE
data
data/creatinine.rda
data/life.rda
data/cyt.rda
data/dental.rda
data/dialyzer.rda
data/ereturns.rda
data/housePrices.rda
R
R/random.R
R/ps.R
R/family.R
R/distn.R
R/control.R
R/lm.R
R/heavyFit.R
R/lme.R
MD5
DESCRIPTION
ChangeLog
man
man/dialyzer.Rd
man/heavyFit.Rd
man/heavyPS.Rd
man/rmcnorm.Rd
man/life.Rd
man/rmCauchy.Rd
man/rmslash.Rd
man/rmnorm.Rd
man/housePrices.Rd
man/heavy.control.Rd
man/heavy.family.Rd
man/heavyLme.Rd
man/heavyLm.Rd
man/rmt.Rd
man/heavyLm.fit.Rd
man/tgamma.Rd
man/ereturns.Rd
man/dental.Rd
man/cyt.Rd
man/creatinine.Rd
man/rsphere.Rd
heavy documentation built on May 20, 2017, 2:26 a.m.