Publications

September 2009
Article

Deterring Online Advertising Fraud Through Optimal Payment in Arrears

By: Benjamin Edelman

Online advertisers face substantial difficulty in selecting and supervising small advertising partners. Fraud can be well hidden, and limited reputation systems reduce accountability. But partners are not paid until after their work is complete, and advertisers can... View Details

Keywords: Cost Management; Misleading and Fraudulent Advertising; Profit; Online Advertising; Advertising Industry

Article

Moment-to-moment Optimal Branding in TV Commercials: Preventing Avoidance by Pulsing

By: Thales S. Teixeira, Michel Wedel and Rik Pieters

We develop a conceptual framework for understanding the impact that branding activity (the audio-visual representation of brands) and consumers' dispersion of attention have on their moment-to-moment avoidance decisions during television advertising. It formalizes this... View Details

Keywords: Advertising; Decision Choices and Conditions; Television Entertainment; Brands and Branding; Consumer Behavior; Mathematical Methods

2024
Working Paper

Advancing Personalization: How to Experiment, Learn & Optimize

By: Aurelie Lemmens, Jason M.T. Roos, Sebastian Gabel, Eva Ascarza, Hernan Bruno, Elea McDonnell Feit, Brett Gordon, Ayelet Israeli, Carl F. Mela and Oded Netzer

Personalization has become the heartbeat of modern marketing. Advances in causal inference and machine learning enable companies to understand how the same marketing action can impact the choices of individual customers differently. This article provides an academic... View Details

Keywords: Personalization; Targeting; Experiments; Observational Studies; Policy Implementation; Policy Evaluation; Customization and Personalization; Marketing Strategy; AI and Machine Learning

SSRN

spring 1995
Article

Optimal Incentive Schemes in Bottleneck Constrained Production Environments

By: S. Datar and M. Rajan

Keywords: Production; Motivation and Incentives

May 2009 (Revised December 2009)
Teaching Note

Reliance Baking Soda: Optimizing Promotional Spending (Brief Case)

By: John A. Quelch and Heather Beckham

Teaching Note to Briefcase 4128 View Details

Keywords: Quantitative Analysis; Consumer Marketing; Marketing Planning; Product Management; Sales Promotions; Program Budgeting; Marketing Strategy; Marketing Channels; Mathematical Methods; Advertising; Budgets and Budgeting; Product Marketing; Communication Strategy

spring 1974
Article

The Optimality of a Competitive Stock Market

By: Robert C. Merton and Marti G. Subrahmanyam

Keywords: Competition; Stocks; Markets

November 1993
Article

Stable Matchings, Optimal Assignments, and Linear Programming

By: A. E. Roth, U. G. Rothblum and J. H. Vande Vate

Keywords: Mathematical Methods

April 2009
Case

Supply Chain Optimization at Hugo Boss (A)

By: Ananth Raman, Nicole DeHoratius and Zahra Kanji

We evaluate the impact of a supply chain pilot implemented at Hugo Boss. This pilot entailed altering the way in which Hugo Boss orders from its suppliers. We explore the challenge of assessing the impact of supply chain change, the link between operational performance... View Details

Keywords: Order Taking and Fulfillment; Logistics; Supply Chain Management; Performance Evaluation; Sales; Apparel and Accessories Industry; Retail Industry; Europe

Educators

1978
Article

On Stochastic Games with Stationary Optimal Strategies

By: Truman F. Bewley and Elon Kohlberg

Keywords: Games, Gaming, and Gambling; Strategy

1993
Chapter

Optimal Investment Strategies for University Endowment Funds

By: Robert C. Merton

Keywords: Investment Funds; Financial Strategy; Higher Education; Non-Governmental Organizations; Education Industry; Financial Services Industry

14 Jan 2010
Working Paper Summaries

Optimal Auction Design and Equilibrium Selection in Sponsored Search Auctions

Keywords: by Benjamin G. Edelman & Michael Schwarz

January 2021
Exercise

E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli and Fedor (Ted) Lisitsyn

The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details

September 2022
Background Note

On CUE: The Quest for Optimal Customer Unit Economics

By: Elie Ofek, Barak Libai and Eitan Muller

Startups are often evaluated by how well they perform on unit economics, defined as the ratio of a customer’s lifetime value (LTV) to acquisition costs (CAC). A common target for unit economics, advocated by many VCs and analysts, is 3:1 (i.e., LTV/CAC=3). While there... View Details

Keywords: Unit Economics; Business Startups; Performance Evaluation; Customer Value and Value Chain; Customer Relationship Management; Analysis

Educators

May 2000
Article

Optimal Exercise Prices for Executive Stock Options

By: Brian Hall

Keywords: Management; Stock Options

2008
Working Paper

Deterring Online Advertising Fraud Through Optimal Payment in Arrears

By: Benjamin Edelman

Online advertisers face substantial difficulty in selecting and supervising small advertising partners. Fraud can be well-hidden, and limited reputation systems reduce accountability. But partners are not paid until after their work is complete, and advertisers can... View Details

Keywords: Misleading and Fraudulent Advertising; Online Advertising; Profit; Corporate Accountability; Partners and Partnerships; Mathematical Methods

2016
Conference Paper

The Pressing Game: Optimal Defensive Disruption in Soccer

By: Iavor I. Bojinov and Luke Bornn

Soccer, the most watched sport in the world, is a dynamic game where a team’s success relies on both team strategy and individual player contributions. Passing is a cardinal soccer skill and a key factor in strategy development; it helps the team to keep the ball... View Details

Keywords: Soccer; Strategy; Disruption