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expectreg (version 0.53)

Expectile and Quantile Regression

Description

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.

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Version

Install

install.packages('expectreg')

Monthly Downloads

469

Version

0.53

License

GPL-2

Maintainer

Fabian Otto-Sobotka

Last Published

February 2nd, 2024

Functions in expectreg (0.53)

dutchboys

Data set about the growth of dutch children
cdf.qp

Calculation of the conditional CDF based on expectile curves
india.bnd

Regions of India - boundary format
northger.bnd

Regions of northern Germany - boundary format
rb

Creates base for a regression based on covariates
update.expectreg

Update given expectreg model
pemq

The "expectiles-meet-quantiles" distribution family.
plot.expectreg

Default expectreg plotting
methods

Methods for expectile regression objects
quant.bundle

Restricted expectile regression of additive models
expectreg-package

Expectile and Quantile Regression
Gasoline

Gasoline Consumption
enorm

Expectiles of distributions
india

Malnutrition of Childen in India
expectreg.ls

Expectile regression of additive models
Mqreg

Semiparametric M-Quantile Regression
expectreg.boost

Quantile and expectile regression using boosting
expectile

Sample Expectiles