regpro: Nonparametric Regression

Tools are provided for (1) nonparametric regression (kernel, local linear), (2) semiparametric regression (single index, additive models), and (3) quantile regression (linear, kernel).

Author
Jussi Klemela <jussi.klemela@gmail.com>
Date of publication
2016-01-31 12:32:20
Maintainer
Jussi Klemela <jussi.klemela@gmail.com>
License
GPL (>= 2)
Version
0.1.1
URLs

View on CRAN

Man pages

additive
An additive model regression estimator for pointwise...
additive.stage
Stagewise fitting of an additive model
copula.trans
Makes a copula transformation
emp.distribu
Empirical distribution function at one point
emp.quantile
Empirical quantile function at one point
kernesti.der
An estimator of a partial derivative of a regression function...
kernesti.quantile
Multivariate kernel conditional quantile estimator at one...
kernesti.regr
Multivariate kernel regression estimator at one point
linear
Multivariate linear ridge regression estimator
linear.quan
Multivariate linear quantile regression estimator
loclin
Multivariate local linear regression estimator at one point
ma
Moving average of a time series
pcf.additive
Regression function estimator in the additive model
pcf.kernesti
Multivariate kernel regression estimator
pcf.kernesti.der
A kernel estimator of a partial derivative of a regression...
pcf.kernesti.marg
An estimator of a marginal average of a regression function
pcf.kernesti.slice
A slice of a multivariate kernel regression estimator
pcf.kern.quan
An estimator of a conditional quantile function
pcf.loclin
Multivariate local linear estimator
pcf.single.index
Regression function estimator in the single index model
pp.regression
Projection pursuit regression
quantil.emp
Empirical p:th quantile
single.index
Single index model regression estimator at one point

Files in this package

regpro
regpro/NAMESPACE
regpro/R
regpro/R/digit.R
regpro/R/pcf.kernesti.der.R
regpro/R/additive2.R
regpro/R/pcf.single.index.R
regpro/R/regpro.R
regpro/R/kernesti.weights.R
regpro/R/pcf.make.R
regpro/R/pcf.kernesti.marg.R
regpro/R/additive.stage.R
regpro/R/ma.R
regpro/R/pcf.loclin.R
regpro/R/single.index.aved.R
regpro/R/bagg.R
regpro/R/additive.old.R
regpro/R/single.index.itera.R
regpro/R/additive3.R
regpro/R/pcf.additive.R
regpro/R/kernesti.regr.R
regpro/R/emp.quantile.R
regpro/R/loclin.R
regpro/R/pcf.kern.quan.R
regpro/R/emp.distribu.R
regpro/R/kernesti.der.R
regpro/R/linear.R
regpro/R/additive.stage2.R
regpro/R/linear.quan.R
regpro/R/pcf.kernesti.slice.R
regpro/R/kernesti.quantile.R
regpro/R/single.index.R
regpro/R/quantil.emp.R
regpro/R/greedy.R
regpro/R/additive.R
regpro/R/slice.vec.R
regpro/R/pp.regression.R
regpro/R/pcf.kernesti.R
regpro/R/single.index.gene.R
regpro/R/copula.trans.R
regpro/MD5
regpro/DESCRIPTION
regpro/man
regpro/man/pcf.kernesti.Rd
regpro/man/copula.trans.Rd
regpro/man/pcf.loclin.Rd
regpro/man/emp.distribu.Rd
regpro/man/emp.quantile.Rd
regpro/man/pp.regression.Rd
regpro/man/linear.quan.Rd
regpro/man/pcf.kernesti.der.Rd
regpro/man/pcf.additive.Rd
regpro/man/additive.Rd
regpro/man/pcf.kernesti.marg.Rd
regpro/man/linear.Rd
regpro/man/additive.stage.Rd
regpro/man/single.index.Rd
regpro/man/kernesti.der.Rd
regpro/man/kernesti.regr.Rd
regpro/man/loclin.Rd
regpro/man/quantil.emp.Rd
regpro/man/pcf.kernesti.slice.Rd
regpro/man/pcf.kern.quan.Rd
regpro/man/ma.Rd
regpro/man/kernesti.quantile.Rd
regpro/man/pcf.single.index.Rd