squid: Statistical Quantification of Individual Differences (original) (raw)
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 |
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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 |
URL: | https://github.com/squid-group/squid,https://squid-group.github.io/squid/ |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | squid results |
Documentation:
Downloads:
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