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  • All HBS Web  (1,837)
    • People  (2)
    • News  (289)
    • Research  (1,179)
    • Events  (33)
    • Multimedia  (12)
  • Faculty Publications  (745)
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  • March 2025
  • Case

O2X: Optimizing to the X

By: Scott Duke Kominers, Thomas Jennings and Maisie Wiltshire-Gordon
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Kominers, Scott Duke, Thomas Jennings, and Maisie Wiltshire-Gordon. "O2X: Optimizing to the X." Harvard Business School Case 825-113, March 2025.
  • October 2014
  • Teaching Note

Optimization and Expansion at OpenTable

By: Benjamin Edelman
Supplements 915003 View Details
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Edelman, Benjamin. "Optimization and Expansion at OpenTable." Harvard Business School Teaching Note 915-013, October 2014.
  • 13 Mar 2022
  • News

Optimizing the Online Option

  • 17 Feb 2011
  • Working Paper Summaries

Preference Heterogeneity and Optimal Capital Income Taxation

Keywords: by Mikhail Golosov, Maxim Troshkin, Aleh Tsyvinski & Matthew Weinzierl
  • May 2009 (Revised December 2009)
  • Case

Reliance Baking Soda: Optimizing Promotional Spending

By: John A. Quelch and Heather Beckham
Reliance Baking Soda is Stewart Corporation's oldest and most established product. The new Domestic Brand Director needs to create a 2008 marketing budget that delivers a profit increase of 10% over 2007 levels. She must first evaluate the effectiveness of past... View Details
Keywords: Communication Strategy; Quantitative Analysis; Consumer Marketing; Marketing Planning; Product Management; Sales Promotions; Program Budgeting; Marketing Strategy; Advertising; Product Marketing; Budgets and Budgeting; Sales; Consumer Products Industry
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Quelch, John A., and Heather Beckham. "Reliance Baking Soda: Optimizing Promotional Spending." Harvard Business School Brief Case 094-127, May 2009. (Revised December 2009.)
  • September–October 2023
  • Article

Interpretable Matrix Completion: A Discrete Optimization Approach

By: Dimitris Bertsimas and Michael Lingzhi Li
We consider the problem of matrix completion on an n × m matrix. We introduce the problem of interpretable matrix completion that aims to provide meaningful insights for the low-rank matrix using side information. We show that the problem can be... View Details
Keywords: Mathematical Methods
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Bertsimas, Dimitris, and Michael Lingzhi Li. "Interpretable Matrix Completion: A Discrete Optimization Approach." INFORMS Journal on Computing 35, no. 5 (September–October 2023): 952–965.
  • Apr 12 2019
  • Interview

Understanding the Job Design Optimization Tool

  • 02 Sep 2015
  • News

Voting for Optimism in Baltimore

able to do that, especially from places like Baltimore. In Authentic Leadership Development, I realized my purpose is to bring realistic optimism to worthy causes. And if I’m going to do that, I have to start in my own home and my own... View Details
Keywords: April White; Justice, Public Order, and Safety Activities; Government
  • Research Summary

Models of optimal experience (flow)

Flow is a state of profound task-absorption, involvement, and intrinsic enjoyment that makes the person feel one with the activity. Csikszentmihalyi's Flow Theory states that flow is more likely to occur in situations in which the person feels that the activity is very... View Details
  • Research Summary

Optimal Portfolios with Housing Derivatives

Households that contemplate moving to different cities or trading up or down in the fu-ture are exposed to substantial housing risk. In order to mitigate this risk, I derive the op-timal portfolios using housing futures. In addition to the optimum growth portfolio,... View Details
  • 05 Sep 2006
  • Working Paper Summaries

Optimal Reserve Management and Sovereign Debt

Keywords: by Laura Alfaro & Fabio Kanczuk
  • Article

Optimal Taxation in Theory and Practice

By: N. Gregory Mankiw, Matthew C. Weinzierl and Danny Yagan
We highlight and explain eight lessons from optimal tax theory and compare them to the last few decades of OECD tax policy. As recommended by theory, top marginal income tax rates have declined, marginal income tax schedules have flattened, redistribution has risen... View Details
Keywords: Taxation; Theory; Practice; Policy
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Mankiw, N. Gregory, Matthew C. Weinzierl, and Danny Yagan. "Optimal Taxation in Theory and Practice." Journal of Economic Perspectives 23, no. 4 (Fall 2009): 147–174.
  • July 2024
  • Technical Note

Introduction to Optimization Using Python

By: Michael Parzen and Jo Ellery
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Parzen, Michael, and Jo Ellery. "Introduction to Optimization Using Python." Harvard Business School Technical Note 625-017, July 2024.
  • 1978
  • Article

Optimal Advertising: An Intra-Industry Approach

By: Michael E. Porter
Keywords: Advertising; Business Ventures
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Porter, Michael E. "Optimal Advertising: An Intra-Industry Approach." Issues in Advertising: The Economics of Persuasion (1978).
  • November 2004 (Revised March 2007)
  • Case

10 Uncommon Values®: Optimizing the Stock-Selection Process

By: Paul M. Healy and Boris Groysberg
In 2003, Steve Hash, research director at Lehman Brothers, prepared to initiate the firm's "Ten Uncommon Values" stock-picking process for the year. An investment committee had to pick the 10 best stocks from about 100 stock ideas presented by the firm's analysts. The... View Details
Keywords: Stocks; Investment; Financial Strategy; Decision Making; Groups and Teams; Financial Services Industry; United States
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Healy, Paul M., and Boris Groysberg. "10 Uncommon Values®: Optimizing the Stock-Selection Process." Harvard Business School Case 405-022, November 2004. (Revised March 2007.)
  • 2021
  • Article

Fair Influence Maximization: A Welfare Optimization Approach

By: Aida Rahmattalabi, Shahin Jabbari, Himabindu Lakkaraju, Phebe Vayanos, Max Izenberg, Ryan Brown, Eric Rice and Milind Tambe
Several behavioral, social, and public health interventions, such as suicide/HIV prevention or community preparedness against natural disasters, leverage social network information to maximize outreach. Algorithmic influence maximization techniques have been proposed... View Details
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Rahmattalabi, Aida, Shahin Jabbari, Himabindu Lakkaraju, Phebe Vayanos, Max Izenberg, Ryan Brown, Eric Rice, and Milind Tambe. "Fair Influence Maximization: A Welfare Optimization Approach." Proceedings of the AAAI Conference on Artificial Intelligence 35th (2021).
  • 2016
  • Chapter

Deriving an Optimally Deceptive Policy in Two-Player Iterated Games

By: Elisabeth Paulson and Christopher Griffin
We formulate the problem of determining an optimally deceptive strategy in a repeated game framework. We assume that two players are engaged in repeated play. During an initial time period, Player 1 may deceptively train his opponent to expect a specific strategy. The... View Details
Keywords: Deception; Strategy; Game Theory
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Paulson, Elisabeth, and Christopher Griffin. "Deriving an Optimally Deceptive Policy in Two-Player Iterated Games." In Proceedings of 2016 American Control Conference. IEEE Press, 2016. (Developed with Booz Allen Hamilton.)
  • 07 Sep 2006
  • Working Paper Summaries

Optimal Value and Growth Tilts in Long-Horizon Portfolios

Keywords: by Jakub W. Jurek & Luis M. Viceira
  • 09 Feb 2022
  • News

What’s the Optimal Workplace for Your Organization?

  • 2015
  • Chapter

Optimal Process Control of Symbolic Transfer Functions

By: Christopher Griffin and Elisabeth Paulson
Transfer function modeling is a standard technique in classical Linear Time Invariant and Statistical Process Control. The work of Box and Jenkins was seminal in developing methods for identifying parameters associated with classical (r, s, k) transfer functions.... View Details
Keywords: Transfer Functions; Markov Processes; Stochastic Models; Process Control; Research; Information Technology
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Griffin, Christopher, and Elisabeth Paulson. "Optimal Process Control of Symbolic Transfer Functions." In Proceedings of the 10th International Workshop on Feedback Computing. IEEE, 2015.
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