Package: expectreg 0.53

Fabian Otto-Sobotka

expectreg: 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.

Authors:Fabian Otto-Sobotka [cre], Elmar Spiegel [aut], Sabine Schnabel [aut], Linda Schulze Waltrup [aut], Paul Eilers [ctb], Thomas Kneib [ths], Goeran Kauermann [ctb]

expectreg_0.53.tar.gz
expectreg_0.53.tar.gz(r-4.5-noble)expectreg_0.53.tar.gz(r-4.4-noble)
expectreg_0.53.tgz(r-4.4-emscripten)expectreg_0.53.tgz(r-4.3-emscripten)
expectreg.pdf |expectreg.html✨
expectreg/json (API)

# Install 'expectreg' in R:
install.packages('expectreg', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • Gasoline - Gasoline Consumption
  • dutchboys - Data set about the growth of dutch children
  • india - Malnutrition of Childen in India
  • india.bnd - Regions of India - boundary format
  • northger.bnd - Regions of northern Germany - boundary format

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.48 score 2 stars 2 packages 25 scripts 434 downloads 35 exports 40 dependencies

Last updated 10 months agofrom:e986135cbd. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 30 2024
R-4.5-linux-x86_64NOTEOct 30 2024

Exports:cdf.bundlecdf.qpdemqebetaechisqeemqeenormeeploteexpegammaelnormenormeteunifexpectileexpectreg.boostexpectreg.lsexpectreg.qpmonoMqregpebetapechisqpeemqpeexppegammapelnormpemqpenormpetpeunifqemqquant.boostquant.bundlerbremq

Dependencies:BayesXclassclassIntcodacolorspaceDBIdeldirdotCall64e1071fieldsforeignFormulainterpinumKernSmoothlatticelibcoinmagrittrmapsMASSMatrixmboostmvtnormnnlspartykitproxyquadprogRcppRcppEigenrparts2sfshapefilesspspamstabssurvivalunitsviridisLitewk

expectreg introduction

Rendered fromexpectreg.Rnwusingutils::Sweaveon Oct 30 2024.

Last update: 2019-08-23
Started: 2012-02-13

Readme and manuals

Help Manual

Help pageTopics
Expectile and Quantile Regressionexpectreg-package expectreg
Calculation of the conditional CDF based on expectile curvescdf.bundle cdf.qp
Data set about the growth of dutch childrendutchboys
Expectiles of distributionsebeta echisq eexp egamma elnorm enorm et eunif pebeta pechisq peexp pegamma pelnorm penorm pet peunif
Sample Expectileseenorm eeplot expectile
Quantile and expectile regression using boostingexpectreg.boost quant.boost
Expectile regression of additive modelsexpectreg.ls expectreg.qp
Gasoline ConsumptionGasoline
Malnutrition of Childen in Indiaindia
Regions of India - boundary formatindia.bnd
Methods for expectile regression objectscoef.expectreg coefficients.expectreg confint.expectreg effects.expectreg fitted.expectreg fitted.values.expectreg predict.expectreg print.expectreg resid.expectreg residuals.expectreg summary.expectreg [.expectreg
Semiparametric M-Quantile RegressionMqreg
Regions of northern Germany - boundary formatnorthger.bnd
The "expectiles-meet-quantiles" distribution family.demq eemq peemq pemq qemq remq
Default expectreg plottingplot.expectreg
Restricted expectile regression of additive modelsquant.bundle
Creates base for a regression based on covariatesmono rb
Update given expectreg modelupdate.expectreg