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expectreg (version 0.50)

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

543

Version

0.50

License

GPL-2

Maintainer

Fabian Otto-Sobotka

Last Published

August 23rd, 2019

Functions in expectreg (0.50)

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