R Observatory: Metrics for tsBSS version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tsBSS

1.0.1Package record

Blind Source Separation and Supervised Dimension Reduction for Time Series

2packages depend

4.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Markus MatilainenCRAN page ↗

Different estimators are provided to solve the blind source separation problem for multivariate time series with stochastic volatility and supervised dimension reduction problem for multivariate time series. Different functions based on AMUSE and SOBI are also provided for estimating the dimension of the white noise subspace. The package is fully described in Nordhausen, Matilainen, Miettinen, Virta and Taskinen (2021) doi:10.18637/jss.v098.i15.

Install

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

install.packages("tsBSS", 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-tsbss

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-tsBSS

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-tsBSS

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: 4.7 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-09-09
ERROR12 OK, 1 ERROR2026-09-04
OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 7 earlier changesHide 7 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK12 OK2026-04-25
NOTE13 OK, 1 NOTE2026-04-22
ERROR12 OK, 1 NOTE, 1 ERROR2026-04-18
NOTE10 OK, 4 NOTE2026-04-08
WARNING4 OK, 9 NOTE, 1 WARNING2026-04-03
NOTE14 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.1

READMENoVignettesNoNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Cites a JSS article

Help pages: 18includes a package overview page
Examples that run: 100%16 run in a plain check
Exported functions with examples: 100%
Documented parameters: 87%
Return-value docs: 100%
Help pages citing references: 89%

How these are measured

Downloads

4.3K

CRAN downloads in the past year

Rank #7,408 · ~12/day · ~362/mo

Releases R versions

Daily download trend is not available in this view yet.

42730 days

1.2K90 days

4.3K1 year

Compare downloads with other packages →

Also on398 r2u2 autocran117 c2d4u

How downloads are counted

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Installing tsBSS adds 61 packages (34 with compiled code, 51 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, patchwork 3.2 MB.

Depends (3)

JADE ICtest BSSprep

Imports (7)

Rcpp ICS forecastbootparallelxts zoo

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (4)

stochvol MTS tsbox dr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

Depends 1 · Imports 1

Depends, Imports or LinkingTo, most downloaded first

tensorBSS ssaBSS

How these are counted

Code & Tests

Datasets

People & History

People (7)

Markus Matilainen

Maintainer since 0.1 (2015), Author

Christophe Croux

Author · added in 0.3

Author

Author

Author

Author

Author · added in 0.5.0

Releases (16)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.1Latest
record
2026-04-02 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.0.0
record
2021-07-10 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.5.7
record
2021-04-01 · diff ↗
unarchivedReturned to CRAN
2020-11-18
0.5.6
record
2020-11-18 · diff ↗
archivedRemoved from CRAN
2020-11-17
check problems were not corrected in time Did not use Suggests conditionally
R
R 4.0.0 released · 2020-04-24
0.5.5
record
2019-10-14 · diff ↗
0.5.4
record
2019-10-09 · diff ↗
0.5.3
record
2019-09-03 · diff ↗

Show 14 earlier eventsHide 14 earlier events

R
R 3.6.0 released · 2019-04-26
0.5.2
record
2018-10-09 · diff ↗
0.5.1
record
2018-06-25 · diff ↗
0.5.0
record
2018-06-07 · diff ↗ ·
added 6 exports
AMUSEboot, AMUSEasymp, AMUSEladle, SOBIasymp, SOBIboot, SOBIladle
0.4.1
record
2018-05-04 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.4
record
2017-11-17 · diff ↗ ·
added 3 exports
gSOBI, PVC, lbtest
0.3.1
record
2017-08-18 · diff ↗
0.3
record
2017-07-03 · diff ↗ ·
added 1 export
tssdr
R
R 3.4.0 released · 2017-04-21
0.2
record
2016-09-06 · diff ↗ ·
added 1 export
FixNA
R
R 3.3.0 released · 2016-05-03
0.1
record
2015-12-04
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2015-12-04
Total releases: 16 / 11 yrs
License: GPL (>= 2) OSI
Bundled data: 31 KB / 2 files
Download size: 74 KB

Appears in task views

Time Series Analysis

Cite

Cite this package

Run in R for the authors' entry:

citation("tsBSS")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.18637/jss.v098.i15.

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 tsBSS version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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