R Observatory: Metrics for kronxNBC version 0.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

kronxNBC

0.1.1Package record

Clock of Regimes Naive Bayes Classifier (Student-t)

0packages depend

1.3Kdownloads / year

76.4%test coverage

13/13flavors OK

Overview

About

Maintained by Oscar LinaresCRAN page ↗

Computes and fits a heavy-tailed Student-t Naive Bayes classifier for non-stationary financial market regime analysis (Clock of Regimes, COR). The core innovation is a profile grid search over the degrees-of-freedom parameter nu that prevents numerical underflow and structural classification failures when identifying fat-tailed Stress regimes. Provides S3 methods for fitting, prediction, summarising, plotting, and parameter extraction.

Install

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

install.packages("kronxNBC", 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-kronxnbc

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-kronxNBC

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-kronxNBC

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 1.1 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK5 OK2026-05-31

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.1

READMENoVignettesYes · 2 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 8 (1 internal)includes a package overview page
Examples that run: 100%4 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (2)

How these are measured

Downloads

1.3K

CRAN downloads in the past year

Rank #18,138 · ~4/day · ~111/mo

Releases R versions

Daily download trend is not available in this view yet.

26530 days

69490 days

1.3K1 year

Compare downloads with other packages →

Also on21 r2u8 autocran

How downloads are counted

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing kronxNBC adds 1 package (0 with compiled code, 749 KB of source tarballs). Heaviest: naivebayes 749 KB.

Depends (0)

none

Imports (4)

statsgraphicsutilsnaivebayes

LinkingTo (0)

none

Suggests (4)

zoo testthat knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Oscar Linares

Author, Maintainer since 0.1.1 (2026)

Releases (1)

0.1.1Latest
record
2026-05-30 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-05-30
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Download size: 796 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("kronxNBC")

Format

Linares, O. (2026). kronxNBC: Clock of Regimes Naive Bayes Classifier (Student-t) (Version 0.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.kronxNBC

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for kronxNBC version 0.1.1 [Data set]. HJJB, LLC. Data release v2026-10-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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