CRAN/E | WRI

WRI

Wasserstein Regression and Inference

Installation

About

Implementation of the methodologies described in 1) Alexander Petersen, Xi Liu and Afshin A. Divani (2021) doi:10.1214/20-aos1971, including global F tests, partial F tests, intrinsic Wasserstein-infinity bands and Wasserstein density bands, and 2) Chao Zhang, Piotr Kokoszka and Alexander Petersen (2022) doi:10.1111/jtsa.12590, including estimation, prediction, and inference of the Wasserstein autoregressive models.

Key Metrics

Version 0.2.0
R ≥ 3.6.0
Published 2022-07-08 661 days ago
Needs compilation? yes
License GPL-2
CRAN checks WRI results

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Maintainer

Maintainer

Xi Liu

xiliu@ucsb.edu

Authors

Xi Liu

aut / cre

Chao Zhang

aut

Matthew Coleman

aut

Alexander Petersen

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

WRI-vignette

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

Old Sources

WRI archive

Depends

R ≥ 3.6.0

Imports

fdapace ≥ 0.2.0
fdadensity ≥ 0.1.2
Rfast ≥ 1.9.8
CVXR ≥ 0.99.7
expm ≥ 0.999-4
ggplot2 ≥ 3.2.1
gridExtra ≥ 2.3
stats
Rcpp ≥ 1.0.3
locfit ≥1.5-9.1
mvtnorm ≥ 1.1-0
locpol ≥ 0.7
modeest ≥2.4.0
methods
rlang
polynom

Suggests

knitr
rmarkdown
testthat ≥ 2.1.0

LinkingTo

Rcpp
RcppArmadillo