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      • January 2008
      • Background Note

      Index Options

      By: Joshua Coval and Erik Stafford
      The goal of this simulation is to understand the patterns in index option prices that are not predicted by the Black-Scholes model. In particular, the simulation focuses on two properties of options prices. First, at-the-money implied volatilities from index options... View Details
      Keywords: Volatility; Stock Options; Investment; Price; Profit; Risk Management; Mathematical Methods
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      Coval, Joshua, and Erik Stafford. "Index Options." Harvard Business School Background Note 208-119, January 2008.
      • January 2008 (Revised July 2009)
      • Case

      Forecasting the Great Depression

      By: Walter A. Friedman
      What is proper role of professional economic forecasting in financial decision making? The case presents excerpts from three leading economic forecasters on the eve of, and just after, the stock market crash of October 1929. The first set of excerpts is from Roger... View Details
      Keywords: History; Mathematical Methods; Personal Development and Career; Forecasting and Prediction; Financial Crisis
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      Friedman, Walter A. "Forecasting the Great Depression." Harvard Business School Case 708-046, January 2008. (Revised July 2009.)
      • January 2008
      • Teaching Note

      Pilgrim Bank (A): Statistics Review with Data Desk

      By: Frances X. Frei
      Teaching Note for 602104. View Details
      Keywords: Decision Making; Policy; Banks and Banking; Management Teams; Motivation and Incentives; Customers; Mathematical Methods; Service Operations; Banking Industry
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      Frei, Frances X. "Pilgrim Bank (A): Statistics Review with Data Desk." Harvard Business School Teaching Note 608-095, January 2008.
      • January 2008 (Revised April 2008)
      • Teaching Note

      Pilgrim Bank (B): Statistics Review with Data Desk

      By: Frances X. Frei
      Teaching Note for 602095. View Details
      Keywords: Banks and Banking; Mathematical Methods; Banking Industry
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      Frei, Frances X. "Pilgrim Bank (B): Statistics Review with Data Desk." Harvard Business School Teaching Note 608-096, January 2008. (Revised April 2008.)
      • January 2008 (Revised April 2008)
      • Teaching Note

      Pilgrim Bank (C): Statistics Review with Data Desk

      By: Frances X. Frei
      Teaching Note for [602103]. View Details
      Keywords: Banks and Banking; Mathematical Methods; Banking Industry
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      Frei, Frances X. "Pilgrim Bank (C): Statistics Review with Data Desk." Harvard Business School Teaching Note 608-097, January 2008. (Revised April 2008.)
      • January 2008
      • Background Note

      Valuing Risky Debt

      By: Joshua Coval and Erik Stafford
      This lesson develops the classical structural approach to pricing and hedging credit risk: Merton's (1974) contingent claims model of debt and equity claims. This model is used to make investment and risk management decisions in an over-the-counter (OTC) market for... View Details
      Keywords: Borrowing and Debt; Credit; Investment; Price; Risk Management; Mathematical Methods; Valuation
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      Coval, Joshua, and Erik Stafford. "Valuing Risky Debt." Harvard Business School Background Note 208-111, January 2008.
      • 2008
      • Chapter

      Assessing Creativity and Its Antecedents: An Exploration of the Componential Theory of Creativity

      By: T. M. Amabile and Jennifer Mueller
      Keywords: Creativity; Mathematical Methods; Theory
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      Amabile, T. M., and Jennifer Mueller. "Assessing Creativity and Its Antecedents: An Exploration of the Componential Theory of Creativity." In Handbook of Organizational Creativity, edited by Jing Zhou and Christina E. Shalley. Lawrence Erlbaum Associates, 2008.
      • 2008
      • Chapter

      Matching and Market Design

      By: Muriel Niederle, Alvin E. Roth and Tayfun Sonmez
      Matching is the part of economics concerned with who transacts with whom and how. Models of matching, starting with the Gale-Shapley deferred acceptance algorithm, have been particularly useful in studying labour markets and in helping design clearinghouses to fix... View Details
      Keywords: Market Design; Marketplace Matching; Outcome or Result; Mathematical Methods
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      Niederle, Muriel, Alvin E. Roth, and Tayfun Sonmez. "Matching and Market Design." In The New Palgrave Dictionary of Economics. 2nd ed. Edited by Steven Derlauf and Larry Blume. Hampshire, U.K.: Palgrave Macmillan, 2008.
      • November 2007
      • Background Note

      Asset Allocation I

      By: Joshua D. Coval, Erik Stafford, Rodrigo Osmo, John Jernigan, Zack Page and Paulo Passoni
      The goal of these simulations is to understand the mathematics of mean-variance optimization and the equilibrium pricing of risk if all investors use this rule with common information sets. Simulation A focuses on five to 10 years of monthly sector returns that are... View Details
      Keywords: Asset Pricing; Capital; Investment Return; Risk Management; Mathematical Methods
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      Coval, Joshua D., Erik Stafford, Rodrigo Osmo, John Jernigan, Zack Page, and Paulo Passoni. "Asset Allocation I." Harvard Business School Background Note 208-086, November 2007.
      • November 2007
      • Background Note

      Bayesian Estimation & Black-Litterman

      By: Joshua D. Coval and Erik Stafford
      Describes a practical method for asset allocation that is more robust to estimation errors than the traditional implementation of mean-variance optimization with sample means and covariances. The Bayesian inspired Black-Litterman model is described after introducing... View Details
      Keywords: Asset Management; Investment Portfolio; Mathematical Methods
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      Coval, Joshua D., and Erik Stafford. "Bayesian Estimation & Black-Litterman." Harvard Business School Background Note 208-085, November 2007.
      • October 2007 (Revised January 2009)
      • Background Note

      Analyzing Relative Costs

      By: Hanna Halaburda and Jan W. Rivkin
      Introduces students to the technique of relative cost analysis, a core technique of strategists. Among the intricate quantitative analyses that strategists undertake, relative cost analysis may be the most common. The goal of a relative cost analysis is simply to... View Details
      Keywords: Cost; Management Analysis, Tools, and Techniques; Mathematical Methods; Competition; Competitive Advantage
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      Halaburda, Hanna, and Jan W. Rivkin. "Analyzing Relative Costs." Harvard Business School Background Note 708-462, October 2007. (Revised January 2009.)
      • October 2007
      • Case

      The AtekPC Project Management Office

      By: F. Warren McFarlan, Mark Keil and John Hupp
      Presents one company's efforts to implement a project management organization, or PMO, and the challenges they faced in doing so. Issues brought out in the case include defining the PMO's purpose and mission, the structure and governance of the PMO, and how to... View Details
      Keywords: Projects; Goals and Objectives; Technological Innovation; Information Technology; Business Strategy; Mathematical Methods; Consulting Industry
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      McFarlan, F. Warren, Mark Keil, and John Hupp. "The AtekPC Project Management Office." Harvard Business School Case 308-049, October 2007.
      • Fourth Quarter 2007
      • Article

      Contingent Claims Approach to Measuring and Managing Sovereign Credit Risk

      By: Dale . F. Gray, Robert C. Merton and Zvi Bodie
      This paper proposes a new approach to measure, analyze, and manage sovereign risk based on the theory and practice of modern contingent claims analysis (CCA). The paper provides a new framework for adapting the CCA model to the sovereign balance sheet in a way that can... View Details
      Keywords: Credit; Investment; Sovereign Finance; Risk Management; Emerging Markets; Market Transactions; Mathematical Methods; Valuation
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      Gray, Dale . F., Robert C. Merton, and Zvi Bodie. "Contingent Claims Approach to Measuring and Managing Sovereign Credit Risk." Special Issue on Credit Analysis. Journal of Investment Management 5, no. 4 (Fourth Quarter 2007): 5–28.
      • October 2007
      • Article

      The Effectiveness of Pre-Release Advertising for Motion Pictures: An Empirical Investigation Using a Simulated Market

      By: Anita Elberse and Bharat N. Anand
      One of the most visible and publicized trends in the movie industry is the escalation in movie advertising expenditures over time. Yet, the returns to movie advertising are poorly understood. The main reason is that disentangling the causal effect of advertising on... View Details
      Keywords: Advertising; Stocks; Investment Return; Price; Revenue; Quality; Mathematical Methods; Motion Pictures and Video Industry
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      Elberse, Anita, and Bharat N. Anand. "The Effectiveness of Pre-Release Advertising for Motion Pictures: An Empirical Investigation Using a Simulated Market." Information Economics and Policy 19, nos. 3-4 (October 2007): 319–343. (Special Issue on Economics of the Media.)
      • September 2007
      • Article

      (Noisy) Communication

      By: Bharat Anand and Ron Shachar
      Communication is central to many settings in marketing and economics. A focal attribute of communication is miscommunication. We model this key characteristic as a noise in the messages communicated, so that the sender of a message is uncertain about its perception by... View Details
      Keywords: Communication Intention and Meaning; Interpersonal Communication; Cost vs Benefits; Marketing Communications; Performance Improvement; Mathematical Methods
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      Anand, Bharat, and Ron Shachar. "(Noisy) Communication." Quantitative Marketing and Economics 5, no. 3 (September 2007): 211–237. (Lead Article.)
      • Article

      Gross National Happiness As an Answer to the Easterlin Paradox?

      By: Rafael Di Tella and Robert MacCulloch
      The Easterlin Paradox refers to the fact that happiness data are typically stationary in spite of considerable increases in income. This amounts to a rejection of the hypothesis that current income is the only argument in the utility function. We find that the... View Details
      Keywords: Wealth and Poverty; Happiness; Employment; Income; Mathematical Methods; Welfare
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      Di Tella, Rafael, and Robert MacCulloch. "Gross National Happiness As an Answer to the Easterlin Paradox?" Journal of Development Economics 86, no. 1 (April 2008).
      • 2007
      • Working Paper

      Mental Accounting and Small Windfalls: Evidence from an Online Grocer

      By: Katherine L. Milkman, John Beshears, Todd Rogers and Max H. Bazerman
      We study the effect of small windfalls on consumer spending decisions by examining the purchasing behavior of a sample of online grocery shoppers over the course of a year. We compare the purchases customers make when redeeming a $10-off coupon they received from their... View Details
      Keywords: Spending; Consumer Behavior; Mathematical Methods; Food and Beverage Industry; Retail Industry
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      Milkman, Katherine L., John Beshears, Todd Rogers, and Max H. Bazerman. "Mental Accounting and Small Windfalls: Evidence from an Online Grocer." Harvard Business School Working Paper, No. 08-024, September 2007. (Revised March 2008.)
      • Article

      Reputation When Threats and Transfers Are Available

      By: Ernesto Dal Bo, Pedro Dal Bo and Rafael Di Tella
      We present a model where a long-run player is allowed to use both money transfers and threats to influence the decisions of a sequence of short-run players. We show that threats might be used credibly (even in arbitrarily short repeated games) by a long-lived player... View Details
      Keywords: Crime and Corruption; Decision Choices and Conditions; Game Theory; Mathematical Methods; Interests; Power and Influence; Reputation
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      Dal Bo, Ernesto, Pedro Dal Bo, and Rafael Di Tella. "Reputation When Threats and Transfers Are Available." Journal of Economics & Management Strategy 16, no. 3 (Fall 2007).
      • September – October 2007
      • Article

      Trading Patterns and Excess Comovement of Stock Returns

      By: Robin Greenwood and Nathan Sosner
      n April 2000, 30 stocks were replaced in the Nikkei 225 Index. The unusually broad index redefinition allowed for a study of the effects of index-linked trading on the excess comovement of stock returns. A large increase occurred in the correlation of trading volume of... View Details
      Keywords: Stocks; Investment Return; Market Transactions; Mathematical Methods
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      Greenwood, Robin, and Nathan Sosner. "Trading Patterns and Excess Comovement of Stock Returns." Financial Analysts Journal 63, no. 5 (September–October 2007): 69–81.
      • 2007
      • Working Paper

      Deferred Acceptance Algorithms: History, Theory, Practice, and Open Questions

      By: Alvin E. Roth
      The deferred acceptance algorithm proposed by Gale and Shapley (1962) has had a profound influence on market design, both directly, by being adapted into practical matching mechanisms, and, indirectly, by raising new theoretical questions. Deferred acceptance... View Details
      Keywords: Education; Marketplace Matching; Market Design; Mathematical Methods; Theory; Practice
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      Roth, Alvin E. "Deferred Acceptance Algorithms: History, Theory, Practice, and Open Questions." NBER Working Paper Series, No. 13225, July 2007.
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