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Related Faculty

Phanish Puranam
Professor of Strategy
Keywords
Machine Learning; Algorithmic Induction; Theory Building;
Journal Article
Shrestha Y. R., Fang He V., Puranam P., von Krogh G. (Forthcoming). Algorithm Supported Induction for Building Theory: How Can We Use Prediction Models to Theorize? Organization Science
Across many fields of social science, machine learning (ML) algorithms are rapidly advancing research as tools to support traditional hypothesis testing research (e.g., through data reduction and automation of data coding or for improving matching on observable features of a phenomenon or constructing instrumental variables).