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

Functions

Cauchy Man page
contaminated Man page
creatinine Man page
cyt Man page
dental Man page
dialyzer Man page
ereturns Man page
heavy.control Man page
heavy.family Man page
heavyFit Man page
heavyLm Man page
heavyLme Man page
heavyLme.formula Man page
heavyLm.fit Man page
heavyMLm.fit Man page
heavyPS Man page
housePrices Man page
life Man page
normal Man page
rmCauchy Man page
rmcnorm Man page
rmnorm Man page
rmslash Man page
rmt Man page
rsphere Man page
slash Man page
Student Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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

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