parabar - Progress Bar for Parallel Tasks
A simple interface in the form of R6 classes for executing tasks in parallel, tracking their progress, and displaying accurate progress bars.
Last updated 1 hours ago
parallel-computingprogress-bar
6.94 score 18 stars 4 packages 16 scripts 577 downloadspowerly - Sample Size Analysis for Psychological Networks and More
An implementation of the sample size computation method for network models proposed by Constantin et al. (2021) <doi:10.31234/osf.io/j5v7u>. 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.
Last updated 2 years ago
network-modelspower-analysispsychologysample-size-calculation
3.54 score 7 stars 2 scripts 302 downloads