Package: powerly Title: Sample Size Analysis for Psychological Networks and More Version: 1.10.0 Authors@R: person(given = "Mihai", family = "Constantin", role = c("aut", "cre"), email = "mihai@mihaiconstantin.com", comment = c(ORCID = "0000-0002-6460-0107")) Description: An implementation of the sample size computation method for network models proposed by Constantin et al. (2023) . The implementation takes the form of a three-step recursive algorithm designed to find an optimal sample size given a model specification and a performance measure of interest. It starts with a Monte Carlo simulation step for computing the performance measure and a statistic at various sample sizes selected from an initial sample size range. It continues with a monotone curve-fitting step for interpolating the statistic across the entire sample size range. The final step employs stratified bootstrapping to quantify the uncertainty around the fitted curve. License: MIT + file LICENSE URL: https://powerly.dev BugReports: https://github.com/mihaiconstantin/powerly/issues Imports: R6, splines2, quadprog, bootnet, qgraph, parabar, ggplot2, rlang, mvtnorm, patchwork Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.2 Collate: 'Basis.R' 'Model.R' 'GgmModel.R' 'Interpolation.R' 'Spline.R' 'StepThree.R' 'StepTwo.R' 'Statistic.R' 'PowerStatistic.R' 'StatisticFactory.R' 'ModelFactory.R' 'StepOne.R' 'Range.R' 'Method.R' 'QuadprogSolver.R' 'Solver.R' 'SolverFactory.R' 'Validation.R' 'constants.R' 'exports.R' 'helpers.R' 'logo.R' 'methods.R' 'powerly-package.R' Suggests: testthat (>= 3.0.0) Config/testthat/edition: 3 Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libjpeg-dev libpng-dev libuv1-dev libxml2-dev libx11-dev zlib1g-dev Repository: https://mihaiconstantin.r-universe.dev Date/Publication: 2025-09-01 20:34:18 UTC RemoteUrl: https://github.com/mihaiconstantin/powerly RemoteRef: HEAD RemoteSha: 3fa9e5dc3f57d80d955e3bbe92c58e0f3b195b12 NeedsCompilation: no Packaged: 2026-07-04 05:44:55 UTC; root Author: Mihai Constantin [aut, cre] (ORCID: ) Maintainer: Mihai Constantin