Bayesian Statistics |https://loganblaine.com/tags/bayesian-statistics/Bayesian StatisticsHugoBlox Kit (https://hugoblox.com)en-usThu, 01 Jan 2026 00:00:00 +0000https://loganblaine.com/media/icon_hu_eee4a95885829ab2.pngBayesian Statisticshttps://loganblaine.com/tags/bayesian-statistics/A scalable Bayesian analysis method for large single cell CRISPR screenshttps://loganblaine.com/publications/blaine-2026-perturbo/Thu, 01 Jan 2026 00:00:00 +0000https://loganblaine.com/publications/blaine-2026-perturbo/PerTurbohttps://loganblaine.com/projects/perturbo/Sun, 01 Sep 2024 00:00:00 +0000https://loganblaine.com/projects/perturbo/<p>PerTurbo is a scalable Bayesian analysis framework for large-scale Perturb-seq screens, with a GPU-accelerated implementation of the probabilistic model using PyTorch, Pyro, and Lightning.</p> <p>See the associated manuscript, <em>A scalable Bayesian analysis method for large single cell CRISPR screens</em> (in preparation).</p>