R Observatory: Metrics for SignalY version 1.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SignalY

1.1.1Package record

Signal Extraction from Panel Data via Bayesian Sparse Regression and Spectral Decomposition

0packages depend

1.8Kdownloads / year

34.9%test coverage

13/13flavors OK

Overview

About

Maintained by Jose Mauricio Gomez JulianCRAN page ↗GitHub ↗Issues ↗

Provides a comprehensive toolkit for extracting latent signals from panel data through multivariate time series analysis. Implements spectral decomposition methods including wavelet multiresolution analysis via maximal overlap discrete wavelet transform, Percival and Walden (2000) doi:10.1017/CBO9780511841040, empirical mode decomposition for non-stationary signals, Huang et al. (1998) doi:10.1098/rspa.1998.0193, and Bayesian trend extraction via the Grant-Chan embedded Hodrick-Prescott filter, Grant and Chan (2017) doi:10.1016/j.jedc.2016.12.007. Features Bayesian variable selection through regularized Horseshoe priors, Piironen and Vehtari (2017) doi:10.1214/17-EJS1337SI, for identifying structurally relevant predictors from high-dimensional candidate sets. Includes dynamic factor model estimation, principal component analysis with bootstrap significance testing, and automated technical interpretation of signal morphology and variance topology.

Install

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

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

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

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

Development version from IsadoreNabi/SignalY. Installs pak first if it is not already available.

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-signaly

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-SignalY

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-SignalY

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: 1.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-05-11
WARNING12 OK, 1 WARNING2026-05-10
OK12 OK2026-04-25

Show 1 earlier changeHide 1 earlier change

NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.1

READMENoVignettesYes · 2 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 48 (25 internal)includes a package overview page
Examples that run: 64%7 run in a plain check · 3 only when donttest examples are enabled (R CMD check --as-cran) · 1 never run
Exported functions with examples: 73%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 23%

Vignettes (2)

How these are measured

Downloads

1.8K

CRAN downloads in the past year

Rank #21,248 · ~5/day · ~153/mo

Releases R versions

Daily download trend is not available in this view yet.

25330 days

61990 days

1.8K1 year

Compare downloads with other packages →

Also on53 r2u6 autocran

How downloads are counted

Repository

isadorenabi/signaly ↗Account: IsadoreNabi

0Stars

0Forks

0Open issues

0Open PRs

1Releases

2Commits

1Commit identities

cranrr-packagesignal-processingtime-series

2 commits · Last activity 2026-07-31 · Default branch at 1.1.2, ahead of CRAN 1.1.1 (checked 2026-10-18)

Responsiveness

not measured

Commits over time

2026-07-12 · 12026-08-02 · 2

How these are measured

PracticesBeta

Checks run against github.com/isadorenabi/signaly on 2026-10-18.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Installing SignalY adds 12 packages (10 with compiled code, 14 MB of source tarballs). Heaviest: fields 3.9 MB, spam 3.1 MB, maps 2.2 MB.

Depends (1)

R >= 4.1.0

Imports (8)

statsgraphicsgrDevicesutilsparallelwaveslim (>= 1.8.4)EMD urca

LinkingTo (0)

none

Suggests (11)

GPArotation plotly cmdstanr posterior (>= 1.5.0)bayesplot loo projpred (>= 2.6.0)testthat knitr rmarkdown patchwork

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)

Jose Mauricio Gomez Julian

Author, Maintainer since 1.1.0 (2026)

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.1.1Latest
record
2026-02-04 · current release · diff ↗ ·
added 2 exports
select_by_credible_interval, select_by_magnitude
1.1.0
record
2026-01-28
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-01-28
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Additional repositories: mc-stan.org
Minimum R: ≥ 4.1.0
Download size: 120 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SignalY")

Format

Gomez Julian, J. M. (2026). SignalY: Signal Extraction from Panel Data via Bayesian Sparse Regression and Spectral Decomposition (Version 1.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.SignalY

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 SignalY version 1.1.1 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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