rTisane: Externalizing conceptual models for data analysis increases engagement with domain knowledge and improves statistical model quality

Eunice Jun, Edward Misback, Jeffrey Heer +1

Statistical models should accurately reflect analysts' domain knowledge about variables and their relationships. While recent tools let analysts express these assumptions and use t…