SOCR invents, implements, confirms, and shares cutting-edge tools and end-to-end computational protocols for study designs, mathematical modeling, probability inference, statistical computing, and artificial intelligence.

What is SOCR? The Statistics Online Computational Resource (SOCR) aims to design, validate and freely disseminate knowledge. Specifically, SOCR provides portable online aids for probability and statistics education, technology based instruction, statistical computing, and …

SOCR GAIMs: SOCR AI Bot RShiny app (data analytics, synthetic text, image and code generation, R-training) and the SOCR GAIM 2D Synthetic Brain Image Generation App (back up app), also see video 1, video 2, this slidedeck and this SOCR AI Bot HTML5 Webapp.

Dec 14, 2021 · Interactive SOCR Resource Viewer; SOCR Documentation; SOCR Blog; SOCR Educational Materials; SOCR News, Events and Announcements; SOCR Collaborators and Partners; SOCR Projects; SOCR Videos; SOCR Forum; SOCR Servers and Mirror Sites

The SOCR foundational generative artificial intelligence models (GAIMs) utilize transfer learning, transformers, and deep neural networks to build reliable, scalable, and trustworthy AI predictors and classifiers supporting timely and responsible decision-making.

Mar 6, 2025 · Here are some of the most commonly used SOCR generators of simulated data: SOCR Experiments - each experiment reports random outcomes, sample and population distributions and summary statistics. SOCR random-number generator - enables sampling of any size from any of the SOCR Distributions.

SOCR is a not-for-profit research and educational resource devoted to developing, validating and freely sharing knowledge, portable online aids for science education and tools for technology based instruction and scientific computing.

Jul 6, 2012 · The goal of this project is to redesign the SOCR Java-based Power_Analysis_for_Normal_Distribution applet using only HTML5, CSS3, AJAX/JSON, and JavaScript, and in the process introduce some useful and powerful expansions of this web-app.

SOCR Analysis Logistic Regression Analysis Activity This SOCR Activity demonstrates the utilization of the SOCR Analyses package for statistical Computing. In particular, it shows how to use Simple Linear Regression and how to interpret the results.

Sep 24, 2014 · These simulated HELP data can be used to demonstrate (using SOCR and R)a number of different statistical, modeling, inferential and data analytic techniques. Data I/O, summaries, visualization