simStateSpace

Provides a streamlined and user-friendly framework for simulating data in state space models, particularly when the number of subjects/units (n) exceeds one, a scenario commonly encountered in social and behavioral sciences. For an introduction to state space models in social and behavioral sciences, refer to Chow, Ho, Hamaker, and Dolan (2010).

https://github.com/jeksterslab/simstatespace

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
✓
DOI references
Found 4 DOI reference(s) in README
○
Academic publication links
○
Committers with academic emails
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (12.6%) to scientific vocabulary

Keywords

r r-package simulation state-space-model

Keywords from Contributors

centrality continuous-time delta-method mediation monte-carlo-method

Last synced: 9 months ago · JSON representation ·

Repository

Basic Info

Host: GitHub
Owner: jeksterslab
License: gpl-3.0
Language: TeX
Default Branch: main
Homepage: https://jeksterslab.github.io/simStateSpace/
Size: 1.11 GB

Statistics

Stars: 1
Watchers: 2
Forks: 0
Open Issues: 0
Releases: 9

Topics

r r-package simulation state-space-model

Created over 2 years ago · Last pushed 9 months ago

Metadata Files

Readme Changelog License Citation

README.md

simStateSpace

Ivan Jacob Agaloos Pesigan

$Compile LaTeX$

Description

Provides a streamlined and user-friendly framework for simulating data in state space models, particularly when the number of subjects/units ($n$) exceeds one, a scenario commonly encountered in social and behavioral sciences. For an introduction to state space models in social and behavioral sciences, refer to Chow, Ho, Hamaker, and Dolan (2010: https://doi.org/10.1080/10705511003661553).

Installation

You can install the CRAN release of simStateSpace with:

r install.packages("simStateSpace")

You can install the development version of simStateSpace from GitHub with:

r if (!require("remotes")) install.packages("remotes") remotes::install_github("jeksterslab/simStateSpace")

More Information

See GitHub Pages for package documentation.

References

Chow, S.-M., Ho, M. R., Hamaker, E. L., & Dolan, C. V. (2010). Equivalence and differences between structural equation modeling and state-space modeling techniques. *Structural Equation Modeling: A Multidisciplinary Journal*, *17*(2), 303–332.

R Core Team. (2024). *R: A language and environment for statistical computing*. R Foundation for Statistical Computing.

Owner

Name: Ivan Jacob Agaloos Pesigan
Login: jeksterslab
Kind: user
Company: University of Macau

Repositories: 25
Profile: https://github.com/jeksterslab

Citation (CITATION.cff)

# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "simStateSpace" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'simStateSpace: Simulate Data from State Space Models'
version: 1.2.11
identifiers:
- type: doi
  value: 10.32614/CRAN.package.simStateSpace
abstract: Provides a streamlined and user-friendly framework for simulating data in
  state space models, particularly when the number of subjects/units (n) exceeds one,
  a scenario commonly encountered in social and behavioral sciences. For an introduction
  to state space models in social and behavioral sciences, refer to Chow, Ho, Hamaker,
  and Dolan (2010) <https://doi.org/10.1080/10705511003661553>.
authors:
- family-names: Pesigan
  given-names: Ivan Jacob Agaloos
  email: r.jeksterslab@gmail.com
  orcid: https://orcid.org/0000-0003-4818-8420
preferred-citation:
  type: manual
  title: 'simStateSpace: Simulate Data from State Space Models'
  authors:
  - family-names: Pesigan
    given-names: Ivan Jacob Agaloos
    email: r.jeksterslab@gmail.com
    orcid: https://orcid.org/0000-0003-4818-8420
  year: '2024'
  notes: R package version 1.2.11
repository: https://CRAN.R-project.org/package=simStateSpace
repository-code: https://github.com/jeksterslab/simStateSpace
url: https://jeksterslab.github.io/simStateSpace/
contact:
- family-names: Pesigan
  given-names: Ivan Jacob Agaloos
  email: r.jeksterslab@gmail.com
  orcid: https://orcid.org/0000-0003-4818-8420
keywords:
- r
- r-package
- simulation
- state-space-model

GitHub Events

Total

Release event: 4
Push event: 276
Create event: 4

Last Year

Release event: 4
Push event: 276
Create event: 4

Committers

Last synced: over 1 year ago

All Time

Total Commits: 233
Total Committers: 3
Avg Commits per committer: 77.667
Development Distribution Score (DDS): 0.489

Past Year

Commits: 229
Committers: 3
Avg Commits per committer: 76.333
Development Distribution Score (DDS): 0.489

Top Committers

Name	Email	Commits
jeksterslab	j****b	119
jeksterslab	l**b@g**m	113
ijapesigan	i**n@g**m	1

Issues and Pull Requests

Last synced: 9 months ago

All Time

Total issues: 0
Total pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Total issue authors: 0
Total pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 0
Pull requests: 0
Average time to close issues: N/A
Average time to close pull requests: N/A
Issue authors: 0
Pull request authors: 0
Average comments per issue: 0
Average comments per pull request: 0
Merged pull requests: 0
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

Total packages: 1
Total downloads:
- cran 740 last-month
Total docker downloads: 1,473

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 10
Total maintainers: 1

cran.r-project.org: simStateSpace

Simulate Data from State Space Models

Homepage: https://github.com/jeksterslab/simStateSpace
Documentation: http://cran.r-project.org/web/packages/simStateSpace/simStateSpace.pdf
License: GPL (≥ 3)
Latest release: 1.2.10
published about 1 year ago

Versions: 10
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 740 Last month
Docker Downloads: 1,473

Rankings

Dependent packages count: 28.8%

Dependent repos count: 36.8%

Average: 50.7%

Downloads: 86.5%

Maintainers (1)

r.jeksterslab@gmail.com

Last synced: 9 months ago

Dependencies

.github/workflows/check-full.yml actions

actions/checkout v4 composite
r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/latex.yml actions

actions/checkout v4 composite
s0/git-publish-subdir-action develop composite

.github/workflows/lint.yml actions

actions/checkout v4 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/make-all.yml actions

actions/checkout v4 composite

.github/workflows/make.yml actions

actions/checkout v4 composite
devops-infra/action-commit-push master composite

.github/workflows/pkgdown-gh-pages.yml actions

JamesIves/github-pages-deploy-action v4 composite
actions/checkout v4 composite

.github/workflows/shellcheck.yml actions

actions/checkout v4 composite
ludeeus/action-shellcheck master composite

.github/workflows/source.yml actions

actions/checkout v4 composite
s0/git-publish-subdir-action develop composite

.github/workflows/test-coverage.yml actions

actions/checkout v4 composite
actions/upload-artifact v3 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

DESCRIPTION cran

R >= 3.0.0 depends
Rcpp * imports
Matrix * suggests
knitr * suggests
rmarkdown * suggests
testthat * suggests

.devcontainer/Dockerfile docker

ijapesigan/r2u-r-project latest build

.github/workflows/rhub-cran-add-01.yml actions

actions/checkout v4 composite
r-lib/actions/check-r-package v2 composite

.github/workflows/rhub-cran-add-02.yml actions

actions/checkout v4 composite
r-lib/actions/check-r-package v2 composite

.github/workflows/rhub-cran.yml actions

actions/checkout v4 composite
r-lib/actions/check-r-package v2 composite

.github/workflows/rhub-donttest.yml actions

actions/checkout v4 composite
r-lib/actions/check-r-package v2 composite

.github/workflows/rhub-etc.yml actions

actions/checkout v4 composite
r-lib/actions/check-r-package v2 composite