expectreg v0.50

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Expectile and Quantile Regression

Expectile and quantile regression of models with nonlinear effects e.g. spatial, random, ridge using least asymmetric weighed squares / absolutes as well as boosting; also supplies expectiles for common distributions.

Functions in expectreg

Name Description
expectreg.ls Expectile regression of additive models
expectile Sample Expectiles
Gasoline Gasoline Consumption
india.bnd Regions of India - boundary format
cdf.qp Calculation of the conditional CDF based on expectile curves
dutchboys Data set about the growth of dutch children
expectreg.boost Quantile and expectile regression using boosting
india Malnutrition of Childen in India
enorm Expectiles of distributions
expectreg-package Expectile and Quantile Regression
quant.bundle Restricted expectile regression of additive models
plot.expectreg Default expectreg plotting
pemq The "expectiles-meet-quantiles" distribution family.
methods Methods for expectile regression objects
northger.bnd Regions of northern Germany - boundary format
update.expectreg Update given expectreg model
rb Creates base for a regression based on covariates
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Vignettes of expectreg

Name
figures/dutchbsp_boost.pdf
figures/dutchbsp_bundle.pdf
figures/dutchbsp_laws.pdf
figures/dutchbsp_rest.pdf
defs.tex
expectreg.Rnw
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Details

Date 2019-08-22
LinkingTo Rcpp, RcppEigen
License GPL-2
LazyData yes
NeedsCompilation yes
Encoding UTF-8
Packaged 2019-08-23 09:19:52 UTC; fabiansobotka
Repository CRAN
Date/Publication 2019-08-23 22:30:03 UTC

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