Master Thesis on Generating Synthetic Data and Disclosure Control of Global COVID-19 Trends and Impact Survey Microdata and Opendata, especially focusing on the evaluation of different synthetic datasets.
Synthetic data generation from surveys using CART in R synthpop package
Single-file R + Shiny studio for generating statistically faithful synthetic data from CSV/TSV/Excel - runs locally or in the browser
Repository for Slide Deck and Code Examples for talk at SDP Convening 2023
The project was to synthesize the biomechanical study data while preserving statistical properties. This repository contains R script, synthetic data, and correlation visualization from the biomechanical study using "synthpop" package.
CART-based synthesis (synthpop) on MIMIC-IV (n=70,954 ICU stays), the same question against a different generator: count, not sample size, decides what's estimable. The generator attenuates the interaction regardless.
Official site for Dorian Black — synth-pop artist. Built with Astro, deployed on Cloudflare.
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