Publications

March 2023
Supplement

Allianz Türkiye (B): Adapting to a Changing World

By: John D. Macomber and Fares Khrais

Keywords: Insurance And Reinsurance; Natural Disasters; Turkey; Insurance; Climate Change; Analytics and Data Science; Insurance Industry; Financial Services Industry; Turkey

November 1998
Teaching Note

Working with your "Shadow Partner" TN

By: Richard L. Nolan

Teaching Note for (9-399-051). View Details

Keywords: Internet and the Web; Analytics and Data Science

Web

Beverly Fu | MBA

dedicated to developing and applying tech solutions to change the world. Tech areas of interest: Biotechnology, Data Science Formative experience at the intersection of technology and business: I have... View Details

Web

Supply Chain Management - Course Catalog

Data-driven, analytical decision-making is often critical in supply chain management, and thus SCM also builds on aspects of the first-year Data Science and AI for Leaders (RC DSAIL) course. However, whereas... View Details

06 Dec 2021
News

HBS Curricula Explore the Complexities of Innovation

of data management and analytics also led HBS to introduce Data Science for Managers, a new Required Curriculum elective for first-year MBA students. Then in their second year,... View Details

Keywords: Jennifer Gillespie

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

2022
Article

Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations

By: Jessica Dai, Sohini Upadhyay, Ulrich Aivodji, Stephen Bach and Himabindu Lakkaraju

As post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to ensure that the quality of the resulting explanations is consistently high across all subgroups of a population. For instance, it... View Details

Keywords: Prejudice and Bias; Mathematical Methods; Research; Analytics and Data Science

Web

Grace Li | MBA

Grace Li Computer Science / Neuroscience, SM Computer Science Quincy 2025 Cohort 7 I am overjoyed to join Tech Fellows, a community of dreamers who are able to see beyond the limitations of today to invent... View Details

06 Jan 2012
Op-Ed

Where Green Corporate Ratings Fail

disinformation about global warming than Murdoch." Two of Fox News' influential news commentators, Sean Hannity and Glenn Beck, both reject climate science on their shows, with Hannity proclaiming that "the debate's over.... View Details

Keywords: by Michael Toffel & Auden Schendler; Information; Publishing

29 Nov 2004
Research & Ideas

Caves, Clusters, and Weak Ties: The Six Degrees World of Inventors

about these ideas. We gathered thirty years of U.S. patent data and wrote up some code that identifies the inventors and links them to each other for three million patents and two million inventors. Our first cut was to look at the... View Details

Keywords: by Sara Grant; Publishing

February 2011
Supplement

Dataset for "MercadoLibre.com" (CW)

By: Francisco de Asis Martinez-Jerez

Datasets of listings and powersellers transactions to perform analysis for the case. View Details

Keywords: Accounting; Analytics and Data Science; Management Analysis, Tools, and Techniques

Web

IT Strategy: Elevating Research Capabilities with a Cloud-Based Platform Built to Meet Evolving Needs | Information Technology

Research Computing Platform (RCP). Purposefully designed to support the rapidly evolving needs of business and social science researchers, the RCP offers a streamlined interface that brings together advanced View Details

Web

Mason Watson | MBA

and make what already exists better. Professional goals: I am really interested in pursuing projects related to Machine Learning and Data Science because of this intersection between Statistics and Computer... View Details

May 2024
Article

Housing Policies and Energy Efficiency Spillovers in Low and Moderate Income Communities

By: Omar Isaac Asensio, Olga Churkina, Becky D. Rafter and Kira E O'Hare

Housing policies address the human dimensions of increasing urban density, but their energy and sustainability implications are hard to measure due to challenges with siloed civic data. This is especially critical when evaluating policies targeting low- and... View Details

Keywords: Energy Efficiency; Public Policy; Climate Change; Energy Conservation; Housing; Analytics and Data Science; Policy; Income; Environmental Sustainability; Real Estate Industry; United States