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Publications

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      • Faculty Publications  (92)

      Direct Preference OptimizationRemove Direct Preference Optimization →

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      • January 2013
      • Article

      Preference Heterogeneity and Optimal Capital Income Taxation

      By: Mikhail Golosov, Maxim Troshkin, Aleh Tsyvinski and Matthew Weinzierl
      We examine a prominent justification for capital income taxation: goods preferred by those with high ability ought to be taxed. In an environment where commodity taxes are allowed to be nonlinear functions of income and consumption, we derive an analytical expression... View Details
      Keywords: Taxation
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      Golosov, Mikhail, Maxim Troshkin, Aleh Tsyvinski, and Matthew Weinzierl. "Preference Heterogeneity and Optimal Capital Income Taxation." Journal of Public Economics 97 (January 2013): 160–175. (Also NBER Working Paper Series, No. 16619, December 2010.)
      • Article

      Assent-maximizing Social Choice

      By: Katherine A. Baldiga and Jerry R. Green
      We take a decision theoretic approach to the classic social choice problem, using data on the frequency of choice problems to compute social choice functions. We define a family of social choice rules that depend on the population's preferences and on the probability... View Details
      Keywords: Decision Choices and Conditions; Theory; Measurement and Metrics; Mathematical Methods; Society
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      Baldiga, Katherine A., and Jerry R. Green. "Assent-maximizing Social Choice." Social Choice and Welfare 40, no. 2 (February 2013): 439–460.
      • 2014
      • Working Paper

      Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches

      By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
      Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR web-site, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details
      Keywords: Peer Firm; EDGAR Search Traffic; Revealed Preference; Co-search; Industry Classification; Analytics and Data Science; Internet and the Web; Mathematical Methods; Corporate Finance
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      Lee, Charles M.C., Paul Ma, and Charles C.Y. Wang. "Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches." Harvard Business School Working Paper, No. 13-048, November 2012. (Revised September 2013, March 2014, June 2014, July 2014.)
      • October 2012
      • Case

      Hill Country Snack Foods Co.

      By: W. Carl Kester and Craig Stephenson
      Hill Country Snack Foods, located in Austin, Texas, manufactures, markets, and distributes snack foods and frozen treats. The CEO is passionate about maximizing shareholder value and believes in keeping tight control over costs and operating the business as efficiently... View Details
      Keywords: United States; Financial Strategy; Debt Management; Retail Trade; Risk Management; Food; Capital Structure; Corporate Finance; Retail Industry; Food and Beverage Industry; Texas
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      Kester, W. Carl, and Craig Stephenson. "Hill Country Snack Foods Co." Harvard Business School Brief Case 913-517, October 2012.
      • Article

      The Stock Selection and Performance of Buy-Side Analysts

      By: Boris Groysberg, Paul M. Healy, Georgios Serafeim, Devin Shanthikumar and Gui Yang
      We examine the selection and performance of stocks recommended by analysts at a large investment firm relative to those of sell-side analysts during the period mid-1997 and 2004. The buy-side firm's analysts issued less optimistic recommendations for stocks with larger... View Details
      Keywords: Buy-side Analysts; Sell-side Analysts; Stock Recommendations; Recommendation Optimism; Recommendation Performance; Investment Recommendations; Conflicts Of Interest; Financial Markets; Financial Institutions; Stocks; Financial Services Industry; United States
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      Groysberg, Boris, Paul M. Healy, Georgios Serafeim, Devin Shanthikumar, and Gui Yang. "The Stock Selection and Performance of Buy-Side Analysts." Harvard Business School Working Knowledge (March 20, 2012).
      • 2012
      • Chapter

      The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort

      By: Kevin J. Boudreau and Karim R. Lakhani
      Software development occurs in a patchwork or "confederacy" of different types of institutions (universities, small start-ups, multinational enterprises, government agencies, etc.) utilizing varied work approaches. Here we speculate on one possible explanation for this... View Details
      Keywords: Innovation and Invention; Applications and Software; Product Development; Organizations; Employees; Behavior; Competition; Cooperation; Creativity; Information Technology Industry
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      Boudreau, Kevin J., and Karim R. Lakhani. "The Confederacy of Heterogeneous Software Organizations and Heterogeneous Developers: Field Experimental Evidence on Sorting and Worker Effort." In The Rate and Direction of Inventive Activity Revisited, edited by Josh Lerner and Scott Stern, 483–502. University of Chicago Press, 2012.
      • 2014
      • Working Paper

      De Gustibus non est Taxandum: Heterogeneity in Preferences and Optimal Redistribution

      By: Benjamin B Lockwood and Matthew Weinzierl
      The prominent but unproven intuition that preference heterogeneity reduces redistribution in a standard optimal tax model is shown to hold under the plausible condition that the distribution of preferences for consumption relative to leisure rises, in terms of... View Details
      Keywords: Spending; Policy; Taxation; Theory; United States
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      Lockwood, Benjamin B., and Matthew Weinzierl. "De Gustibus non est Taxandum: Heterogeneity in Preferences and Optimal Redistribution." Harvard Business School Working Paper, No. 12-063, January 2012. (Updated September 2014. NBER Working Paper Series, No. 17784. Published in Journal of Public Economics.)
      • September 2010
      • Article

      Strategies to Fight Ad-sponsored Rivals

      By: Ramon Casadesus-Masanell and Feng Zhu
      We analyze the optimal strategy of a high-quality incumbent that faces a low-quality ad-sponsored competitor. In addition to competing through adjustments of tactical variables such as price or the number of ads a product carries, we allow the incumbent to consider... View Details
      Keywords: Strategy; Business Models; Tactics; Pricing; Business Model; Advertising; Competition; Quality; Price; Product Marketing
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      Casadesus-Masanell, Ramon, and Feng Zhu. "Strategies to Fight Ad-sponsored Rivals." Management Science 56, no. 9 (September 2010): 1484–1499.
      • Article

      Peer-to-Peer File Sharing and the Market for Digital Information Goods

      By: Ramon Casadesus-Masanell and Andres Hervas-Drane
      We study competitive interaction between two alternative models of digital content distribution over the Internet: peer-to-peer (p2p) file sharing and centralized client-server distribution. We present microfoundations for a stylized model of p2p file sharing where all... View Details
      Keywords: Competition; Distribution; Internet and the Web; Information Infrastructure; Management Analysis, Tools, and Techniques; Strategy; Profit; Price; Performance Efficiency
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      Casadesus-Masanell, Ramon, and Andres Hervas-Drane. "Peer-to-Peer File Sharing and the Market for Digital Information Goods." Journal of Economics & Management Strategy 19, no. 2 (Summer 2010): 333–373.
      • April 2010
      • Case

      Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug

      By: John A. Quelch and Heather Beckham
      Metabical is a new weight loss drug from Cambridge Sciences Pharmaceuticals intended for moderately overweight individuals. In anticipation of final FDA approval, the senior director of marketing, Barbara Printup, prepares for the product launch and must make several... View Details
      Keywords: Return On Investment; Forecasting; Pricing Policies; Demand Planning; Marketing Strategy; Price; Consumer Behavior; Investment Return; Forecasting and Prediction; Product Launch; Planning; Brands and Branding; Pharmaceutical Industry
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      Quelch, John A., and Heather Beckham. "Metabical: Pricing, Packaging, and Demand Forecasting Recommendations for a New Weight Loss Drug." Harvard Business School Brief Case 104-183, April 2010.
      • 2001
      • Working Paper

      Strategies to Fight Ad-sponsored Rivals

      By: Ramon Casadesus-Masanell and Feng Zhu
      We analyze the optimal strategy of a high-quality incumbent that faces a low-quality ad-sponsored competitor. In addition to competing through adjustments of tactical variables such as price or the number of ads a product carries, we allow the incumbent to consider... View Details
      Keywords: Advertising; Business Model; Competition; Competitive Strategy
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      Casadesus-Masanell, Ramon, and Feng Zhu. "Strategies to Fight Ad-sponsored Rivals." Harvard Business School Working Paper, No. 10-026, September 2009. (Revised March 2010.)
      • 2009
      • Other Unpublished Work

      Choice-based Measures of Conflict in Preferences

      By: Katherine Baldiga and Jerry R. Green
      We propose a family of measures of difference between ordinal preference relations. The difference between two preferences is the probability that they would disagree about the optimal choice from a random available set. It is in this sense that these measures are... View Details
      Keywords: Decision Choices and Conditions; Measurement and Metrics; Mathematical Methods; Conflict of Interests; Welfare
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      Baldiga, Katherine, and Jerry R. Green. "Choice-based Measures of Conflict in Preferences." September 2009. (Discussion Paper.)
      • July 2009
      • Article

      How Can Decision Making Be Improved?

      By: Katherine L. Milkman, Dolly Chugh and Max H. Bazerman
      The optimal moment to address the question of how to improve human decision making has arrived. Thanks to fifty years of research by judgment and decision making scholars, psychologists have developed a detailed picture of the ways in which human judgment is bounded.... View Details
      Keywords: Decision Making; Performance Improvement; Research; Strategy; Judgments
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      Milkman, Katherine L., Dolly Chugh, and Max H. Bazerman. "How Can Decision Making Be Improved?" Perspectives on Psychological Science 4, no. 4 (July 2009): 379–383.
      • March – April 2009
      • Article

      Market Research and Innovation Strategy in a Duopoly

      By: Dominique Lauga and Elie Ofek
      We model a duopoly in which ex-ante identical firms must decide where to direct their innovation efforts. The firms face market uncertainty about consumers' preferences for innovation on two product attributes and technology uncertainty about the success of their R&D... View Details
      Keywords: Profit; Innovation and Management; Demand and Consumers; Duopoly and Oligopoly; Research and Development; Competitive Strategy
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      Lauga, Dominique, and Elie Ofek. "Market Research and Innovation Strategy in a Duopoly." Marketing Science 28, no. 2 (March–April 2009): 373–396.
      • 2009
      • Chapter

      Nonlinear Pricing

      By: Raghuram Iyengar and Sunil Gupta
      A nonlinear pricing schedule refers to any pricing structure where the total charges payable by customers are not proportional to the quantity of their consumed services. We begin the chapter with a discussion of the broad applicability of nonlinear pricing schemes. We... View Details
      Keywords: Price; Demand and Consumers; Duopoly and Oligopoly; Monopoly; Service Operations; Research
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      Iyengar, Raghuram, and Sunil Gupta. "Nonlinear Pricing." In Handbook of Pricing Research in Marketing, edited by Vithala Rao. MA: Edward Elgar Publishing, 2009.
      • 2008
      • Working Paper

      How Can Decision Making Be Improved?

      By: Katherine L. Milkman, Dolly Chugh and Max H. Bazerman
      The optimal moment to address the question of how to improve human decision making has arrived. Thanks to fifty years of research by judgment and decision making scholars, psychologists have developed a detailed picture of the ways in which human judgment is bounded.... View Details
      Keywords: Decision Making; Judgments; Performance Improvement; Research; Strategy
      Citation
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      Milkman, Katherine L., Dolly Chugh, and Max H. Bazerman. "How Can Decision Making Be Improved?" Harvard Business School Working Paper, No. 08-102, June 2008. (Revised July 2008.)
      • 2006
      • Working Paper

      The Value of a 'Free' Customer

      By: Sunil Gupta, Carl F. Mela and Jose M. Vidal-Sanz

      Central to a firm's growth and marketing policy is the revenus and profit potential of its customer assets. As a result, there has been a recent proliferation of work regarding customer lifetime value. However, extant research in this area is silent regarding how to... View Details

      Keywords: Customer Value and Value Chain; Auctions; Network Effects; Business Strategy
      Citation
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      Gupta, Sunil, Carl F. Mela, and Jose M. Vidal-Sanz. "The Value of a 'Free' Customer." Harvard Business School Working Paper, No. 07-035, December 2006.
      • January 2006 (Revised March 2010)
      • Case

      Peer-to-Peer File Sharing and the Market for Digital Information Goods

      By: Ramon Casadesus-Masanell, Andres Hervas and Jordan Mitchell
      We study competitive interaction between two alternative models of digital content distribution over the Internet: peer-to-peer (p2p) file sharing and centralized client-server distribution. We present microfoundations for a stylized model of p2p file sharing where all... View Details
      Keywords: Price; Profit; Distribution; Competition; Internet and the Web; Information Infrastructure
      Citation
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      Casadesus-Masanell, Ramon, Andres Hervas, and Jordan Mitchell. "Peer-to-Peer File Sharing and the Market for Digital Information Goods." Harvard Business School Case 706-479, January 2006. (Revised March 2010.)
      • 2005
      • Article

      Early Decisions: A Regulatory Framework

      By: John Beshears, James J. Choi, David Laibson and Brigitte C. Madrian
      We describe a regulatory framework that helps consumers who have difficulty sticking to their own long-run plans. Early Decision regulations help long-run preferences prevail by allowing consumers to partially commit to their long-run goals, making it harder for a... View Details
      Keywords: Hyperbolic Discounting; Self-control; Commitment; Consumer Behavior; Taxation; Attitudes
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      Beshears, John, James J. Choi, David Laibson, and Brigitte C. Madrian. "Early Decisions: A Regulatory Framework." Swedish Economic Policy Review 12, no. 2 (2005): 41–60.
      • Article

      Organizational Beliefs and Managerial Vision

      By: Eric J. Van den Steen
      Can managers have an impact on their firm that goes beyond their direct actions and decisions? This article shows that a manager with strong beliefs about the right course of action will attract, through sorting in the labor market, employees with similar beliefs. This... View Details
      Keywords: Organizations; Goals and Objectives; Decisions; Labor; Markets; Employees; Motivation and Incentives; Recruitment; Risk and Uncertainty; Values and Beliefs
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      Van den Steen, Eric J. "Organizational Beliefs and Managerial Vision." Journal of Law, Economics & Organization 21, no. 1 (April 2005): 256–283. (Reprinted in The Economics of Organisation and Bureaucracy, Peter M. Jackson (ed.), Edward Elgar (Cheltenham, UK), 2013.)
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