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 + fileLICENSE |
| URL: | https://github.com/squid-group/squid,https://squid-group.github.io/squid/ |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | squid results |
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