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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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Install
install.packages('expectreg')
Monthly Downloads
524
Version
0.53
License
GPL-2
Maintainer
Fabian Otto-Sobotka
Last Published
February 2nd, 2024
Functions in expectreg (0.53)
Search functions
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