Showing 1 - 10 of 13
Persistent link: https://www.econbiz.de/10003420176
Persistent link: https://www.econbiz.de/10001462170
Persistent link: https://www.econbiz.de/10009013182
Persistent link: https://www.econbiz.de/10011983658
"Although uncertainty is common in patient care, it has not been largely addressed in research on evidence-based medicine. Patient Care Under Uncertainty strives to correct this huge omission. For the past few years, renowned economist Charles Manski has been applying the statistical tools of...
Persistent link: https://www.econbiz.de/10012012037
Persistent link: https://www.econbiz.de/10002132548
Persistent link: https://www.econbiz.de/10011920086
We argue that comprehensive out-of-sample (OOS) evaluation using statistical decision theory (SDT) should replace the current practice of K-fold and Common Task Framework validation in machine learning (ML) research. SDT provides a formal framework for performing comprehensive OOS evaluation...
Persistent link: https://www.econbiz.de/10014512123
Persistent link: https://www.econbiz.de/10013440521
This paper uses Wald's concept of the risk of a statistical decision function to address the question: How should sample data on treatment response be used to guide treatment choices in a heterogeneous population? Statistical treatment rules (STRs) are statistical decision functions that map...
Persistent link: https://www.econbiz.de/10012471689