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      • May 2006
      • Article

      Detection Defection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models

      By: Scott Neslin, Sunil Gupta, Wagner Kamakura, Junxiang Lu and Charlotte Mason
      Keywords: Measurement and Metrics; Forecasting and Prediction; Customers
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      Neslin, Scott, Sunil Gupta, Wagner Kamakura, Junxiang Lu, and Charlotte Mason. "Detection Defection: Measuring and Understanding the Predictive Accuracy of Customer Churn Models." Journal of Marketing Research (JMR) 43, no. 2 (May 2006): 204–211.
      • February 2006 (Revised September 2007)
      • Background Note

      Winner-Take-All in Networked Markets

      By: Thomas R. Eisenmann
      Discusses platform structure in new networked markets, that is, whether a market that exhibits network effects will be served by a single platform or by rival platforms. Defines "platforms" and "platform structure"; describes factors that influence the odds that a... View Details
      Keywords: Forecasting and Prediction; Growth Management; Network Effects; Digital Platforms; Internet and the Web
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      Eisenmann, Thomas R. "Winner-Take-All in Networked Markets." Harvard Business School Background Note 806-131, February 2006. (Revised September 2007.)
      • January 2006 (Revised August 2006)
      • Case

      Four Products: Predicting Diffusion (2006)

      By: John T. Gourville
      One of the critical tasks in the marketing of new innovations is predicting demand and rates of diffusion for those products. Focuses on four innovative products from different domains. Although one can speculate on the scope and rate of diffusion for each of these... View Details
      Keywords: Forecasting and Prediction; Innovation and Invention; Product Launch; Demand and Consumers; Technology Adoption
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      Gourville, John T. "Four Products: Predicting Diffusion (2006)." Harvard Business School Case 506-050, January 2006. (Revised August 2006.)
      • 2006
      • Working Paper

      On the Origin of Shared Beliefs (and Corporate Culture)

      By: Eric J. Van den Steen

      This paper shows why members of an organization often share similar beliefs. I argue that there are two mechanisms. First, when performance depends on making correct decisions, people prefer to work with others who share their beliefs and assumptions, since such... View Details

      Keywords: Organizational Culture; Employees; Values and Beliefs; Mathematical Methods
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      Van den Steen, Eric J. "On the Origin of Shared Beliefs (and Corporate Culture)." Sloan School of Management Working Paper, No. 4553-05, January 2006. (Available at SSRN.)
      • December 2005
      • Article

      Adjusting Choice Models to Better Predict Market Behavior

      By: Greg Allenby, Geraldine Fennel, Joel Huber, Thomas Eagle, Tim Gilbride, Jaehwan Kim, Peter Lenk, Rich Johnson, Bryan Orme, Elie Ofek, Thomas Otter and Joan Walker
      Keywords: Decision Choices and Conditions; Markets; Behavior
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      Allenby, Greg, Geraldine Fennel, Joel Huber, Thomas Eagle, Tim Gilbride, Jaehwan Kim, Peter Lenk, Rich Johnson, Bryan Orme, Elie Ofek, Thomas Otter, and Joan Walker. "Adjusting Choice Models to Better Predict Market Behavior." Marketing Letters 16, nos. 3/4 (December 2005).
      • October 2005 (Revised February 2010)
      • Background Note

      Calculating Free Cash Flows

      By: Robin Greenwood and David S. Scharfstein
      Outlines the mechanics of calculating free cash flows from historical and proforma financial statements. Focuses on the mechanical process of transforming numbers from financial forecasts into cash flows. View Details
      Keywords: Financial Statements; Forecasting and Prediction; Cash Flow; Mathematical Methods
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      Greenwood, Robin, and David S. Scharfstein. "Calculating Free Cash Flows." Harvard Business School Background Note 206-028, October 2005. (Revised February 2010.)
      • August 2005 (Revised September 2006)
      • Case

      Polyphonic HMI: Mixing Music and Math

      By: Anita Elberse, Jehoshua Eliashberg and Julian Villanueva
      In 2003, Mike McCready, CEO of Barcelona-based Polyphonic HMI, was preparing to launch an artificial intelligence tool that could create significant value for music businesses. The technology, referred to as Hit Song Science (HSS), analyzed the mathematical... View Details
      Keywords: Forecasting and Prediction; Music Entertainment; Business History; Leadership; Marketing Strategy; Strategic Planning; Problems and Challenges; Mathematical Methods; Entertainment and Recreation Industry
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      Elberse, Anita, Jehoshua Eliashberg, and Julian Villanueva. "Polyphonic HMI: Mixing Music and Math." Harvard Business School Case 506-009, August 2005. (Revised September 2006.) (Spanish version also available.)
      • 2005
      • Working Paper

      Climate Change As a Predictable Surprise

      By: Max H. Bazerman
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      Bazerman, Max H. "Climate Change As a Predictable Surprise." Harvard Business School Working Paper, No. 05-086, July 2005.
      • June 2005
      • Article

      Currency Returns, Intrinsic Value, and Institutional Investor Flows

      By: K. A. Froot and T. Ramadorai
      Keywords: Currencies; Exchange Rates; Purchasing Power Parity; Real Exchange Rate; Forecasting and Prediction; Behavioral Finance; Investment Return; Market Transactions; Performance Expectations; Personal Characteristics; Asset Pricing; Financial Services Industry
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      Froot, K. A., and T. Ramadorai. "Currency Returns, Intrinsic Value, and Institutional Investor Flows." Journal of Finance 60, no. 3 (June 2005): 1535–1566. (Revised from NBER Working Paper no. 9101, August 2002 and Harvard Business School Working Paper no. 04-036, December 2003.)
      • June 2005
      • Article

      Inflation, Openness, and Exchange Rate Regimes: The Quest for Short-Term Commitment

      By: Laura Alfaro
      This paper further tests Romer's (1993) extension of Kydland and Prescott's (1977) predictions for dynamic-inconsistency problems in open economies. In a panel data set of developed and developing countries from 1973 to 1998, I find that openness does not play a role... View Details
      Keywords: Forecasting and Prediction; Economy; Currency Exchange Rate; Developing Countries and Economies; Inflation and Deflation
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      Alfaro, Laura. "Inflation, Openness, and Exchange Rate Regimes: The Quest for Short-Term Commitment." Journal of Development Economics 77, no. 1 (June 2005): 229–249.
      • May 2005
      • Exercise

      Forecasting the Adoption of E-books

      By: Elie Ofek
      Gives students an opportunity to understand the challenges inherent in forecasting the diffusions of innovations. Provides data for forecasting the adoption of electronic books. Students are encouraged to use the Bass Model framework, while being cognizant of its... View Details
      Keywords: Forecasting and Prediction; Framework; Books; Analytics and Data Science; Product Launch; Internet and the Web; Technology Adoption
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      Ofek, Elie. "Forecasting the Adoption of E-books." Harvard Business School Exercise 505-063, May 2005.
      • April 2005
      • Case

      Merrill Lynch in 2003: Sunny Skies Ahead?

      By: Boris Groysberg, Paul M. Healy and David Kiron
      Merrill Lynch (ML) is at a crossroads. Stan O'Neal became its CEO and implemented a radical cost-cutting program. In addition, the company dot-com continues to recover from the fallout from the Enron and dot-com scandals. What are the future prospects for ML? Can the... View Details
      Keywords: Management Teams; Forecasting and Prediction; Financial Condition; Investment; Financial Services Industry; Insurance Industry; United States
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      Groysberg, Boris, Paul M. Healy, and David Kiron. "Merrill Lynch in 2003: Sunny Skies Ahead?" Harvard Business School Case 105-067, April 2005.
      • 2005
      • Working Paper

      Aggregate Corporate Liquidity and Stock Returns

      By: Robin Greenwood
      Aggregate investment in cash and liquid assets as a share of total corporate investment is negatively related to subsequent U.S. stock market returns between 1947 and 2003. The share of cash in total investment is a more stable predictor of returns than scaled price... View Details
      Keywords: Stocks; Financial Liquidity; Cash; Investment Return; Corporate Finance
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      Greenwood, Robin. "Aggregate Corporate Liquidity and Stock Returns." Harvard Business School Working Paper, No. 05-014, April 2005.
      • 2005
      • Working Paper

      Investor Sentiment and the Cross-Section of Stock Returns

      By: Malcolm Baker and Jeffrey Wurgler
      We examine how investor sentiment affects the cross-section of stock returns. Theory predicts that a broad wave of sentiment will disproportionately affect stocks whose valuations are highly subjective and are difficult to arbitrage. We test this prediction by studying... View Details
      Keywords: Investment Return; Behavioral Finance; Stocks; Theory; Forecasting and Prediction
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      Baker, Malcolm, and Jeffrey Wurgler. "Investor Sentiment and the Cross-Section of Stock Returns." NBER Working Paper Series, No. w10449, April 2005. (First draft in 2003.)
      • March 2005
      • Case

      Henkel Iberica (A)

      By: Francisco de Asis Martinez-Jerez, V.G. Narayanan and Lisa Brem
      In 2002, Esteban Garriga, customer service director at Henkel Iberica, questions whether Collaborative Planning, Forecasting, and Replenishment (CPFR) would help manage retail promotions and limit their impact on the stock-outs and obsolete inventory. Describes the... View Details
      Keywords: Business Subsidiaries; Forecasting and Prediction; Price; Distribution Channels; Strategic Planning; Commercialization; Valuation; Rail Industry; Germany; Spain
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      Martinez-Jerez, Francisco de Asis, V.G. Narayanan, and Lisa Brem. "Henkel Iberica (A)." Harvard Business School Case 105-023, March 2005.
      • March 2005
      • Article

      Short- and Long-term Demand Curves for Stocks: Theory and Evidence on the Dynamics of Arbitrage

      By: Robin Greenwood
      I develop a framework to analyze demand curves for multiple risky securities at extended horizons in a setting with limits-to-arbitrage. Following an unexpected change in uninformed investor demand for several assets, I predict returns of each security to be... View Details
      Keywords: Limits To Arbitrage; Event Studies; Demand Curves; Portfolio Choice; Framework; Demand and Consumers; Change; Risk and Uncertainty; Debt Securities; Forecasting and Prediction; Stocks; Assets; Investment Portfolio; System Shocks; Price; Japan
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      Greenwood, Robin. "Short- and Long-term Demand Curves for Stocks: Theory and Evidence on the Dynamics of Arbitrage." Journal of Financial Economics 75, no. 3 (March 2005): 607–649.
      • February 2005 (Revised November 2016)
      • Background Note

      Forecasting the Adoption of a New Product

      By: Elie Ofek
      Provides tools and methodologies that allow forecasting demand for innovative new products. Highlights the Bass model—the theory behind it and ways to determine its parameters. Provides a detailed example of how to use the Bass model to forecast demand for satellite... View Details
      Keywords: Forecasting and Prediction; Innovation and Invention; Marketing; Demand and Consumers; Mathematical Methods; Competition
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      Ofek, Elie. "Forecasting the Adoption of a New Product." Harvard Business School Background Note 505-062, February 2005. (Revised November 2016.)
      • 2005
      • Working Paper

      Can Mutual Fund Managers Pick Stocks? Evidence from Their Trades Prior to Earnings Announcements

      By: Malcolm Baker, Lubomir Litov, Jessica Wachter and Jeffrey Wurgler
      We consider measures of stock-picking skill of mutual fund managers based on the earnings announcement returns of the stocks that they hold and trade. Relative to standard approaches, this approach focuses on an especially informative subset of the returns data,... View Details
      Keywords: Stocks; Asset Management; Business Earnings; Forecasting and Prediction; Competency and Skills
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      Baker, Malcolm, Lubomir Litov, Jessica Wachter, and Jeffrey Wurgler. "Can Mutual Fund Managers Pick Stocks? Evidence from Their Trades Prior to Earnings Announcements." NBER Working Paper Series, No. w10685, February 2005. (First Draft in 2004.)
      • January 2005 (Revised October 2005)
      • Background Note

      Standard & Poor's Sovereign Credit Ratings: Scales and Process

      By: Rawi E. Abdelal and Christopher Bruner
      Describes Standard & Poor's sovereign credit ratings scales and the credit rating process. In particular, describes the role and function of the rating committee and the analytical categories considered in arriving at a final sovereign credit rating. View Details
      Keywords: Financial Markets; Credit; Bonds; Policy; Risk and Uncertainty; Measurement and Metrics; Forecasting and Prediction; Financial Services Industry
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      Abdelal, Rawi E., and Christopher Bruner. "Standard & Poor's Sovereign Credit Ratings: Scales and Process." Harvard Business School Background Note 705-027, January 2005. (Revised October 2005.)
      • 2005
      • Article

      Airline Security, the Failure of 9/11, and Predictable Surprises

      By: M. Bazerman and M. Watkins
      Keywords: National Security; Failure
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      Bazerman, M., and M. Watkins. "Airline Security, the Failure of 9/11, and Predictable Surprises." International Public Management Journal 8, no. 3 (2005): 365–377.
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