squid: Statistical Quantification of Individual Differences
A simulation-based tool made to help researchers to become familiar with
multilevel variations, and to build up sampling designs for their study.
This tool has two main objectives: First, it provides an educational tool useful for students,
teachers and researchers who want to learn to use mixed-effects models.
Users can experience how the mixed-effects model framework can be used to understand
distinct biological phenomena by interactively exploring simulated multilevel data.
Second, it offers research opportunities to those who are already familiar with
mixed-effects models, as it enables the generation of data sets that users may download
and use for a range of simulation-based statistical analyses such as power
and sensitivity analysis of multilevel and multivariate data [Allegue, H., Araya-Ajoy, Y.G., Dingemanse,
N.J., Dochtermann N.A., Garamszegi, L.Z., Nakagawa, S., Reale, D., Schielzeth, H. and Westneat, D.F. (2016)
<doi:10.1111/2041-210X.12659>].
| Version: |
0.2.1 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
stats, shiny (≥ 1.6.0), shinyMatrix (≥ 0.4.0), ggplot2 (≥
3.3.5), plotly (≥ 4.9.3), grid (≥ 4.1.1), MASS (≥ 7.3-53.1), lme4 (≥ 1.1-21), arm (≥ 1.10-1), data.table (≥ 1.1-27.1), brms (≥ 2.15.0) |
| Suggests: |
testthat |
| Published: |
2022-01-21 |
| DOI: |
10.32614/CRAN.package.squid |
| Author: |
Hassen Allegue [aut, cre],
Yimen G. Araya-Ajoy [aut],
Niels J. Dingemanse [aut],
Ned A. Dochtermann [aut],
Laszlo Z. Garamszegi [aut],
Shinichi Nakagawa [aut],
Denis Reale [aut],
Holger Schielzeth [aut],
David F. Westneat [aut] |
| Maintainer: |
Hassen Allegue <h.all at disroot.org> |
| BugReports: |
https://github.com/squid-group/squid/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/squid-group/squid,
https://squid-group.github.io/squid/ |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
squid results |
Documentation:
Downloads:
Linking:
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