R Observatory: Metrics for ProbReco version 0.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2023-04-20. Its history is shown below.

Reason: issues were not corrected in time

Details below reflect version 0.1.2, its last release before removal.

ProbReco

0.1.2Package record

Score Optimal Probabilistic Forecast Reconciliation

0packages depend

–downloads / year

–test coverage

–flavors OK

Overview

About

Maintained by Anastasios PanagiotelisCRAN page ↗GitHub ↗

Training of reconciliation weights for probabilistic forecasts to optimise total energy (or variogram) score using Stochastic Gradient Descent with automatically differentiated gradients. See Panagiotelis, Gamakumara, Athanasopoulos and Hyndman, (2020) https://www.monash.edu/business/ebs/research/publications/ebs/wp26-2020.pdf for a description of the methods.

Install

R (source archive)pak (dev)

url <- "https://cran.r-project.org/src/contrib/Archive/ProbReco/ProbReco_0.1.2.tar.gz"
pkgFile <- "ProbReco_0.1.2.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (0.1.2) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("anastasiospanagiotelis/ProbReco")

Development version from anastasiospanagiotelis/ProbReco. Installs pak first if it is not already available.

Health

CRAN checks

CRAN check results are not tracked yet.

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.2

READMEYes · 120 wordsVignettesYes · 2 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 7 (1 internal)includes a package overview page
Examples that run: 50%2 run in a plain check · 2 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 80%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 29% with a bibliography file

How these are measured

Downloads

Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on274 r2u2 autocran77 c2d4u

How downloads are counted

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (5)

Rcpp purrr mvtnorm Rdpack RcppParallel

LinkingTo (5)

Rcpp RcppEigen StanHeaders BH RcppParallel

Suggests (7)

knitr rmarkdown fable dplyr tidyr magrittr stringi

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Anastasios Panagiotelis

Author, Maintainer since 0.1.0 (2020)

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2023-04-20
issues were not corrected in time
0.1.2
record
2023-04-05 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.1.0.1
record
2020-09-24 · diff ↗
0.1.0
record
2020-08-18
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-08-18
Total releases: 3 / 6 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 84 KB / 1 file

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ProbReco")

Format

Panagiotelis, A. (n.d.). ProbReco: Score Optimal Probabilistic Forecast Reconciliation (Version 0.1.2) [Computer software]. Retrieved October 27, 2026, from https://CRAN.R-project.org/package=ProbReco

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 ProbReco version 0.1.2 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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