Generalized Additive Model - Publications - Faculty & Research

Program

Driving Corporate Performance

with accomplished executives from various backgrounds, industries, and countries across the globe Build relationships with a diverse group of peers who can provide wide-ranging insights into your business challenges and career decisions Who Should Attend View Details

Program

Investment Management Workshop

endowments, and investment consulting firms Individuals involved in areas related to capital markets, such as corporate finance, brokerage, and mergers and acquisitions General managers or specialists—such as chief investment officers,... View Details

16 May 2017
First Look

First Look at New Ideas and Research, May 16

additional revenue streams and vertical growth capabilities? What about the cohort analysis and data generated from order histories? He motivated the management team to come up with new ideas to put the vast... View Details

Keywords: Re: Multiple Faculty

May 2022
Case

Thinking Outside the Wine Box (A): Mekanism and the Franz for Life Campaign

By: Tomomichi Amano, Elie Ofek, Mengjie Cheng and Amy Klopfenstein

This case provides an overview of “Franz for Life,” an advertising campaign that independent advertising agency Mekanism created and executed to revitalize the brand image of Franzia, a low-cost boxed wine. For several years, Franzia’s popularity declined among... View Details

Keywords: Marketing; Brands and Branding; Marketing Strategy; Digital Marketing; Social Marketing; Marketing Communications; Product Positioning; Food and Beverage Industry; Advertising Industry; United States

Citation

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December 2006
Case

Southern Company's Investment in CEMIG

In the spring of 1997, Southern Company had the opportunity to acquire a significant portion of the electric utility in the Brazilian state of Minas Gerais. The shares in the utility, CEMIG, were being sold by the state government as part of a comprehensive... View Details

Keywords: Corporate Strategy; Privatization; Investment; Acquisition; Globalized Markets and Industries; Utilities Industry; Brazil

Citation

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Amy W. Schulman joined Harvard Business School’s Faculty as a Senior Lecturer in July 2014.

In addition to her responsibilities at Harvard, Ms. Schulman is a managing partner at Polaris Partners, who focuses on investing in healthcare... View Details

04 Mar 2025
Blog Post

WesTrek 2025: Exploring the future of tech in Silicon Valley

Building on a Legacy Decades in the Making For decades, WesTrek has been a flagship professional trek at Harvard Business School, giving students direct access to the heart of the tech industry. This year’s trek came at an especially exciting time, with breakthroughs... View Details

Keywords: Technology

22 Jan 2010
Working Paper Summaries

Competing Ad Auctions

Keywords: by Itai Ashlagi, Benjamin G. Edelman & Hoan Soo Lee; Advertising

Research Summary

Optimal Reserve Management and Sovereign Debt (with Fabio Kanczuk)

By: Laura Alfaro

Most models currently used to determine optimal foreign reserve holdings take the level of international debt as given. Some of the implications of this analysis, however, may not be generalized once one considers the joint decision to hold debt and reserves by a... View Details

2017
Working Paper

A Welfarist Role for Nonwelfarist Rules: An Example with Envy

By: Matthew Weinzierl

I propose and formalize an argument for why economists working in the welfarist normative tradition should include nonwelfarist principles in how they judge economic policy. The key idea behind this argument is that the world is too complex, and our ability to model it... View Details

Keywords: Ethics; Policy; Economics

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2015
Working Paper

Incentives versus Reciprocity: Insights from a Field Experiment

By: Doug J. Chung and Das Narayandas

We conduct a field experiment in which we vary the sales force compensation scheme at an Asian enterprise that sells consumer durable goods. With variation generated by the experimental treatments, we model sales force performance to identify the effectiveness of... View Details

Keywords: Sales Force Compensation; Field Experiment; Heterogeneity; Loss Aversion; Reciprocity; Motivation and Incentives; Salesforce Management; Compensation and Benefits

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2007
Working Paper

Choice, Rationality and Welfare Measurement

By: Jerry R. Green and Daniel A. Hojman

We present a method for evaluating the welfare of a decision maker, based on observed choice data. Unlike the standard economic theory of revealed preference, our method can be used whether or not the observed choices are rational. Paralleling the standard theory we... View Details

Keywords: Welfare Economics; Behavioral Economics; Psychology; Decision Making; Economics; Voting

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Organizations today can use both crowds and experts to produce knowledge. While prior work compares the accuracy of crowd-produced and expert-produced knowledge, we compare bias in these two models in the context of contested knowledge, which involves subjective,... View Details

10 Aug 2012
Working Paper Summaries

Unobserved State Fragility and the Political Transfer Problem

Keywords: by Faisal Z. Ahmed & Eric Werker

28 Jul 2010
Working Paper Summaries

Disagreement about the Team’s Status Hierarchy: An Insidious Obstacle to Coordination and Performance

Keywords: by Heidi K. Gardner

15 Aug 2019
Blog Post

The Social Enterprise Initiative at HBS

further at HBS—from organizing conferences, to leading student clubs, to launching new ventures. In addition to on-campus opportunities, the Social Enterprise Summer Fellows program supports about 80 MBA student internships per year.... View Details

March 2022
Article

Assessing the Impact of the COVID-19 Pandemic on Clinician Ambulatory Electronic Health Record Use

By: A Jay Holmgren, Lance Downing, Mitchell Tang, Christopher Sharp, Christopher Longhurst and Robert S. Huckman

Objective: The COVID-19 pandemic changed clinician electronic health record (EHR) work in a multitude of ways. To evaluate how, we measure ambulatory clinician EHR use in the United States throughout the COVID-19 pandemic.

Materials and Methods: We use EHR... View Details

Keywords: Health Care; Electronic Health Records; Productivity; COVID-19 Pandemic; Health Care and Treatment; Health Pandemics; Information Technology; Performance Productivity; United States

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2025
Working Paper

Incentive-Compatible Recovery from Manipulated Signals, with Applications to Decentralized Physical Infrastructure

By: Jason Milionis, Jens Ernstberger, Joseph Bonneau, Scott Duke Kominers and Tim Roughgarden

We introduce the first formal model capturing the elicitation of unverifiable information from a party (the "source") with implicit signals derived by other players (the "observers"). Our model is motivated in part by applications in decentralized physical... View Details

Keywords: Mathematical Methods; Infrastructure; Information Infrastructure

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