TSPred

5.1.1

Functions for Benchmarking Time Series Prediction

1packages depend

10.7Kdownloads / year

–test coverage

12/13checks pass

Overview

About

Maintained by Rebecca Pontes SallesFirst published 2015-03-309 releasesCRAN page ↗GitHub ↗

Functions for defining and conducting a time series prediction process including pre(post)processing, decomposition, modelling, prediction and accuracy assessment. The generated models and its yielded prediction errors can be used for benchmarking other time series prediction methods and for creating a demand for the refinement of such methods. For this purpose, benchmark data from prediction competitions may be used.

Install

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

install.packages("TSPred", 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("RebeccaSalles/TSPred")

Development version from RebeccaSalles/TSPred. 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-tspred

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-TSPred

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-TSPred

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: 2.9 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

99%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 85%
Documented parameters: 93%
Return-value docs: 98%
References docs: 68%

Downloads

10.7K

CRAN downloads in the past year

Rank #5,004 · ~29/day · ~889/mo

Releases R versions

Daily download trend is not available in this view yet.

28430 days

1.7K90 days

10.7K1 year

Compare downloads with other packages →

Also on114 r2u5 autocran

Repository

GitHub ↗ rebeccasalles/tspred

27Stars

8Forks

2Open issues

0Open PRs

0Releases

158Commits

2Contributors

time-series-forecastnonstationaritybenchmarkingtime-series-predictionlinear-modelsmachine-learning

License GPL-3.0 · 158 commits · Last activity 2025-06-10 · 0% stars, 30d

Stars over time

2025-06-23 · 252026-07-07 · 27

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/rebeccasalles/tspred on 2026-07-31.

Continuous integration (1)

Travis CI

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (18)

forecast KFASstatsMuMIn wavelets ModelMetrics RSNNS Rlibeemd e1071 elmNNRcppnnetrandomForest magrittr plyrmethodsdplyr keras tfdatasets

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

predtoolsTS

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Rebecca Pontes Salles

Author, Maintainer, Copyright holder

Authors (1)

Rebecca Pontes Salles

Author, Maintainer, Copyright holder

Rebecca Pontes Salles

Author, Maintainer, Copyright holder

Other (1)

Eduardo Ogasawara

Thesis advisor

Listed in earlier versions (1)

Rebecca Pontes

no longer listed · 1.0 to 5.1.1

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
5.1.1Latest
2025-06-10 · 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
R
R 4.1.0 released · 2021-05-18
5.1
2021-01-21 · diff ↗
5.0
2021-01-09 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
4.0
2018-06-21 · diff ↗
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
3.0.2
2017-04-05 · diff ↗
3.0.1
2017-03-25 · diff ↗

Show 6 earlier events

3.0
2017-03-17 · diff ↗
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
2.0
2015-04-08 · diff ↗
1.0
2015-03-30
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2015-03-30
Total releases: 9 / 11 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Bundled data: 600 KB / 20 files
Download size: 744 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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