Learn R Programming
⚠️There's a newer version (0.53) of this package.Take me there.

expectreg (version 0.51)

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.

Copy Link

Version

Install

install.packages('expectreg')

Monthly Downloads

307

Version

0.51

License

GPL-2

Maintainer

Fabian Otto-Sobotka

Last Published

June 14th, 2021

Functions in expectreg (0.51)

enorm

Expectiles of distributions
expectile

Sample Expectiles
dutchboys

Data set about the growth of dutch children
india.bnd

Regions of India - boundary format
Gasoline

Gasoline Consumption
expectreg-package

Expectile and Quantile Regression
cdf.qp

Calculation of the conditional CDF based on expectile curves
expectreg.boost

Quantile and expectile regression using boosting
india

Malnutrition of Childen in India
expectreg.ls

Expectile regression of additive models
update.expectreg

Update given expectreg model
northger.bnd

Regions of northern Germany - boundary format
methods

Methods for expectile regression objects
pemq

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

Default expectreg plotting
rb

Creates base for a regression based on covariates
quant.bundle

Restricted expectile regression of additive models