rbbnp

1.1.0

A Bias Bound Approach to Non-Parametric Inference

0packages depend

2.1Kdownloads / year

0.0%test coverage

12/13checks pass

Overview

About

Maintained by Xinyu DAIFirst published 2024-02-014 releasesCRAN page ↗

A novel bias-bound approach for non-parametric inference is introduced, focusing on both density and conditional expectation estimation. It constructs valid confidence intervals that account for the presence of a non-negligible bias and thus make it possible to perform inference with optimal mean squared error minimizing bandwidths. This package is based on Schennach (2020) doi:10.1093/restud/rdz065.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("rbbnp", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rbbnp

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-rbbnp

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-rbbnp

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 9.1 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.75

0.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 213 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 29%
Documented parameters: 100%
Return-value docs: 100%
References docs: 2%

Downloads

2.1K

CRAN downloads in the past year

Rank #18,158 · ~6/day · ~172/mo

Releases R versions

Daily download trend is not available in this view yet.

18830 days

60190 days

2.1K1 year

Compare downloads with other packages →

Also on100 r2u

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (7)

dplyr ggplot2 gridExtra pracma purrr Rglpk tidyr

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Xinyu DAI

Author, Maintainer

Authors (2)

Xinyu DAI

Author, Maintainer

Susanne M Schennach

Author

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

1.1.0Latest
2026-06-09 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.3.0
2025-04-30 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.0
2025-03-26 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.0
2024-02-01
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-02-01
Total releases: 4 / 2 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5
Bundled data: 26 KB / 2 files
Download size: 254 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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