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.
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Updated
Mar 7, 2023 - Jupyter Notebook
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
Repository for Slide Deck and Code Examples for talk at SDP Convening 2023
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.
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