The Composite Overfit Analysis Framework is Published in Management Science
Nicholas Danks’ article — the bulk of his dissertation work — introducing the Composite Overfit Analysis (COA) Framework for assessing the out-of-sample generalizability of construct-based models is now published in Management Science.
After years of hard work, and unending support and guidance from my mentors Soumya Ray and Galit Shmueli, I am very pleased to announce that my article — and the bulk of my dissertation work — is now published.
It is titled “The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths” by Nicholas P. Danks, Soumya Ray, and Galit Shmueli, in Management Science.
The article is available online, or you can request a copy by finding my profile on ResearchGate.