CRAN/E | quantreg.nonpar

quantreg.nonpar

Nonparametric Series Quantile Regression

Installation

About

Implements the nonparametric quantile regression method developed by Belloni, Chernozhukov, and Fernandez-Val (2011) to partially linear quantile models. Provides point estimates of the conditional quantile function and its derivatives based on series approximations to the nonparametric part of the model. Provides pointwise and uniform confidence intervals using analytic and resampling methods.

Key Metrics

Version 1.0
R ≥ 2.10
Published 2016-04-01 2946 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks quantreg.nonpar results

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Maintainer

Maintainer

Ivan Fernandez-Val

ivanf@bu.edu

Authors

Michael Lipsitz
Alexandre Belloni
Victor Chernozhukov
Ivan Fernandez-Val

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10
quantreg
mnormt
fda
Rearrangement