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.

Author | Fabian Sobotka <fabian.sobotka@wiwi.uni-goettingen.de>, Sabine Schnabel <sabine.schnabel@wur.nl> and Linda Schulze Waltrup <lschulze_waltrup@stat.uni-muenchen.de> with contributions from Paul Eilers <p.eilers@erasmusmc.nl>, Thomas Kneib <tkneib@uni-goettingen.de> and Goeran Kauermann <goeran.kauermann@stat.uni-muenchen.de>. |

Date of publication | 2014-03-05 14:39:34 |

Maintainer | Fabian Sobotka <fabian.sobotka@wiwi.uni-goettingen.de> |

License | GPL-2 |

Version | 0.39 |

**cdf.qp:** Calculation of the conditional CDF based on expectile curves

**enorm:** Expectiles of distributions

**expectile:** Sample Expectiles

**expectreg.boost:** Quantile and expectile regression using boosting

**expectreg.ls:** Expectile regression of additive models

**expectreg-package:** Expectile and Quantile Regression

**india:** Malnutrition of Childen in India

**india.bnd:** Regions of India - boundary format

**methods:** Methods for expectile regression objects

**northger.bnd:** Regions of northern Germany - boundary format

**pemq:** The "expectiles-meet-quantiles" distribution family.

**quant.bundle:** Restricted expectile regression of additive models

**rb:** Creates base for a regression based on covariates

expectreg

expectreg/inst

expectreg/inst/CITATION

expectreg/inst/doc

expectreg/inst/doc/figures

expectreg/inst/doc/figures/dutchbsp_laws.pdf

expectreg/inst/doc/figures/dutchbsp_bundle.pdf

expectreg/inst/doc/figures/dutchbsp_boost.pdf

expectreg/inst/doc/figures/dutchbsp_rest.pdf

expectreg/inst/doc/expectreg.R

expectreg/inst/doc/expectreg.pdf

expectreg/inst/doc/expectreg.Rnw

expectreg/inst/doc/defs.tex

expectreg/tests

expectreg/tests/test_expectreg.R

expectreg/tests/test_sample_expectiles.R

expectreg/NAMESPACE

expectreg/data

expectreg/data/india.bnd.rda

expectreg/data/dutchboys.rda

expectreg/data/india.rda

expectreg/data/northger.bnd.rda

expectreg/R

expectreg/R/acv.sheets.R
expectreg/R/coef.expectreg.R
expectreg/R/plot.expectreg.R
expectreg/R/summary.expectreg.R
expectreg/R/residuals.expectreg.R
expectreg/R/et.R
expectreg/R/pegamma.R
expectreg/R/predict.expectreg.R
expectreg/R/pemq.R
expectreg/R/bundle.R
expectreg/R/acv.bundle.R
expectreg/R/expectreg.qp.R
expectreg/R/cdf.qp.R
expectreg/R/schall.R
expectreg/R/fitted.values.expectreg.R
expectreg/R/rb.R
expectreg/R/eexp.R
expectreg/R/acv.noncross.R
expectreg/R/coefficients.expectreg.R
expectreg/R/pet.R
expectreg/R/my.approx.R
expectreg/R/pechisq.R
expectreg/R/fitted.expectreg.R
expectreg/R/pspfit2d.new.R
expectreg/R/penorm.R
expectreg/R/fitasy.R
expectreg/R/expectreg.ls.R
expectreg/R/eemq.R
expectreg/R/predict.regbase.R
expectreg/R/elnorm.R
expectreg/R/remq.R
expectreg/R/acv.R
expectreg/R/confint.expectreg.R
expectreg/R/quant.boost.R
expectreg/R/expectile.R
expectreg/R/bicfun.R
expectreg/R/pebeta.R
expectreg/R/lcurve.R
expectreg/R/demq.R
expectreg/R/qpvzentr.R
expectreg/R/expectreg.boost.R
expectreg/R/resid.expectreg.R
expectreg/R/eunif.R
expectreg/R/peunif.R
expectreg/R/peemq.R
expectreg/R/restricted.R
expectreg/R/aicfun.R
expectreg/R/eenorm.R
expectreg/R/z[.expectreg.R
expectreg/R/qplongi.R
expectreg/R/laws.R
expectreg/R/pelnorm.R
expectreg/R/cvgrid.R
expectreg/R/mono.R
expectreg/R/qemq.R
expectreg/R/quant.bundle.R
expectreg/R/print.expectreg.R
expectreg/R/sheets.R
expectreg/R/fitampllsfit.R
expectreg/R/eeplot.R
expectreg/R/effects.expectreg.R
expectreg/R/peexp.R
expectreg/R/echisq.R
expectreg/R/enorm.R
expectreg/R/ebeta.R
expectreg/R/asyregpen.lsfit.R
expectreg/R/cdf.bundle.R
expectreg/R/egamma.R
expectreg/R/plot.bundledensity.R
expectreg/vignettes

expectreg/vignettes/figures

expectreg/vignettes/figures/dutchbsp_laws.pdf

expectreg/vignettes/figures/dutchbsp_bundle.pdf

expectreg/vignettes/figures/dutchbsp_boost.pdf

expectreg/vignettes/figures/dutchbsp_rest.pdf

expectreg/vignettes/expectreg.Rnw

expectreg/vignettes/defs.tex

expectreg/MD5

expectreg/build

expectreg/build/vignette.rds

expectreg/DESCRIPTION

expectreg/ChangeLog

expectreg/man

expectreg/man/expectreg.boost.Rd
expectreg/man/expectreg-package.Rd
expectreg/man/india.bnd.Rd
expectreg/man/northger.bnd.Rd
expectreg/man/expectile.Rd
expectreg/man/cdf.qp.Rd
expectreg/man/india.Rd
expectreg/man/rb.Rd
expectreg/man/enorm.Rd
expectreg/man/pemq.Rd
expectreg/man/quant.bundle.Rd
expectreg/man/methods.Rd
expectreg/man/expectreg.ls.Rd
expectreg/man/dutchboys.rd

expectreg/.Rinstignore

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