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  • Article

A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun
We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public... View Details
Keywords: Prescriptive Analytics; Heterogeneous Treatment Effects; Optimization; Observed Rank Utility Condition (OUR); Between-treatment Heterogeneity; Machine Learning; Decision Making; Analysis; Mathematical Methods
Related
  • 03 Sep 2013
  • First Look

First Look: September 3

link: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1465064 August 2013 Institutional Logics in Action. Vol. 39B, Research in the Sociology of Organizations Series, edited by Michael Lounsbury and Eva Boxenbaum, 175-198. Emerald... View Details
Keywords: Sean Silverthorne
  • Web

Financial Accounting Online Course | HBS Online

the Professor V.G. Narayanan Financial Accounting Thomas D. Casserly, Jr. Professor of Business Administration at Harvard Business School. "Financial Accounting puts you in the shoes of an equity research analyst, yoga studio owner, and... View Details
  • Web

Resources - Christensen Center for Teaching & Learning

Comprehensive look at what constitutes an effective case: developing an idea; considering the teaching aspect of the case; working with companies on field research, interviews, and follow-up; and elements of case writing. 1998 Writing... View Details
  • 07 Mar 2017
  • First Look

First Look at New Research, March 7

these dynamics has been constrained by fragmentation within relevant management research. In this paper, we clarify and describe two narratives that have emerged within past and current research on growth and the internal organization.... View Details
Keywords: Sean Silverthorne
  • Web

Founder - Entrepreneurship

the Startup Toolkit Short Intensive Program (SIP). Learn how to research business models, market sizes, and competitors by meeting with a Research Consultant at Baker Library—anytime. SPRING Pitch your... View Details
  • Web

People - Behavioral Finance & Financial Stability

the National Bureau of Economic Research from 2011 to 2018. His research is in the areas of behavioral finance, corporate finance, and capital markets, with a primary focus on the interactions among... View Details
  • Web

Events - Business History

in the fields of history, economics, and management to explore the unconventional as it relates to researching and writing about entrepreneurship and business. The goal was to critically assess frameworks... View Details
  • 19 Oct 2022
  • Op-Ed

Cofounder Courtship: How to Find the Right Mate—for Your Startup

Recently, I was listening to the Huberman Lab podcast where Dr. Andrew Huberman interviewed Dr. David Buss, a founding member in the field of evolutionary psychology and professor of psychology at the University of Texas at Austin, whose... View Details
Keywords: by Julia Austin
  • 02 Aug 2016
  • First Look

August 2, 2016

countries whether to participate in the United Nations Global Compact. Download working paper: https://www.hbs.edu/faculty/Pages/item.aspx?num=47799 Copyright Enforcement: Evidence from Two Field Experiments By: Luo, Hong, and Julie... View Details
Keywords: Sean Silverthorne
  • 2022
  • Article

Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations

By: Tessa Han, Suraj Srinivas and Himabindu Lakkaraju
A critical problem in the field of post hoc explainability is the lack of a common foundational goal among methods. For example, some methods are motivated by function approximation, some by game theoretic notions, and some by obtaining clean visualizations. This... View Details
Keywords: Mathematical Methods; Decision Choices and Conditions; Analytics and Data Science
Related
  • 16 Apr 2001
  • Research & Ideas

Breaking the Code of Change

academics from different fields frame research questions in a way that will lead to an integrative theory of change. Such a theory would clarify the trade-offs between different approaches to change and... View Details
Keywords: by Michael Beer & Nitin Nohria
  • 13 Oct 2015
  • First Look

October 13, 2015

and Beijing turned their focus to attracting these new entities, setting the stage for Sino-Soviet competition. Based on archival research from 10 countries, including new materials from Russia and China, many no longer accessible to... View Details
  • 09 May 2013
  • Working Paper Summaries

Clusters of Entrepreneurship and Innovation

Keywords: by Aaron Chatterji, Edward Glaeser & William Kerr
  • 20 Nov 2017
  • Research & Ideas

How Independent Bookstores Have Thrived in Spite of Amazon.com

Amazon and other online retailers. Raffaelli is a field researcher by training. His study on independent bookselling includes more than 200 interviews and focus groups with bookstore owners, publishers, and... View Details
Keywords: by Carmen Nobel (with video by Amelia Kunhardt); Retail
  • Web

Partners - Case Method Project

Introduction to Research Methods, and AP Seminar MD 14 of 21 Karen Jones Quince Orchard High School Gaithersburg, MD MD 15 of 21 Joey Landgraf North County High School Glen Burnie, MD MD 16 of 21 Marie Livingston South River High School... View Details
  • Web

Agents of Change: The Founding of the AASU - The Golden Age of Black Business

Building on the Legacy Thought Leadership Andrew F. Brimmer James I. Cash Jr. Linda A. Hill David A. Thomas HBS Faculty Members HBS Doctoral Students Alumni Profiles Research Links Essay on HBS Thought Leadership Early AASU documents... View Details
  • 29 Sep 2015
  • First Look

September 29, 2015

evolved in those markets. New business processes had to be created from scratch as a network originally intended for research and military defense had to deal with network interconnectivity, the needs of commercial users, and a host of... View Details
Keywords: Sean Silverthorne
  • Web

Speeding Up the Trade: Clippers and Steamships - A Chronicle of the China Trade

Research Business & Environment Business History Christensen Center for Teaching & Learning Entrepreneurship Faculty & Research Global Healthcare HBS Working Knowledge Institute for Strategy &... View Details
  • 22 Feb 2024
  • News

Combat-Tested Cancer Coaching

Subscribe on iTunes Subscribe on Spotify More Skydeck episodes Hi, this is Dan Morrell, host of Skydeck. When Kathy Giusti (MBA 1985) was diagnosed with multiple myeloma in 1996, she was overwhelmed. It was the pre-Internet era, with limited available information, but... View Details