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      • January 2011 (Revised January 2015)
      • Case

      Matrix Capital Management (A)

      By: Malcolm P. Baker and David Lane
      Ben Balbale, a partner at hedge fund Matrix Capital, must decide whether to exit their investment in Rovi Corporation, a company with a diverse portfolio of patents used primarily for digital interactive guides. Rovi's shares are up over 50% from the time Balbale... View Details
      Keywords: Forecasting and Prediction; Asset Management; Cash Flow; Stock Shares; Financial Markets; Investment Funds; Measurement and Metrics; Mathematical Methods; Strategy; Valuation; Financial Services Industry
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      Baker, Malcolm P., and David Lane. "Matrix Capital Management (A)." Harvard Business School Case 211-017, January 2011. (Revised January 2015.)
      • January 2011
      • Case

      The Risk-Reward Framework at Morgan Stanley Research

      By: Suraj Srinivasan and David Lane
      The case describes the Risk-Reward framework that Morgan Stanley analysts use as a systematic approach to communicate a broader range of fundamental insights about a company rather than the traditional single point estimates. The goal of the framework is to focus the... View Details
      Keywords: Financial Statements; Forecasting and Prediction; Equity; Framework; Management Analysis, Tools, and Techniques; Risk Management; Business Processes; Research; Valuation
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      Srinivasan, Suraj, and David Lane. "The Risk-Reward Framework at Morgan Stanley Research." Harvard Business School Case 111-011, January 2011.
      • 2011
      • Article

      A Choice Prediction Competition for Social Preferences in Simple Extensive Form Games: An Introduction

      By: Eyal Ert, Ido Erev and Alvin E. Roth
      Two independent, but related, choice prediction competitions are organized that focus on behavior in simple two-person extensive form games: one focuses on predicting the choices of the first mover and the other on predicting the choices of the second mover. The... View Details
      Keywords: Forecasting and Prediction; Behavior; Decision Choices and Conditions; Competition; Motivation and Incentives; Game Theory; Fairness
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      Ert, Eyal, Ido Erev, and Alvin E. Roth. "A Choice Prediction Competition for Social Preferences in Simple Extensive Form Games: An Introduction." Special Issue on Predicting Behavior in Games. Games 2, no. 3 (September 2011): 257–276.
      • January 2011
      • Article

      Good Intentions, Optimistic Self-Predictions, and Missed Opportunities

      By: Derek Koehler, Rebecca White and Leslie K. John
      Self-predictions are highly sensitive to current intentions but often largely insensitive to factors influencing the readiness with which those intentions are translated into future behavior. When such factors are under a person's control, they could be used to... View Details
      Keywords: Planning; Saving; Behavior; Forecasting and Prediction
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      Koehler, Derek, Rebecca White, and Leslie K. John. "Good Intentions, Optimistic Self-Predictions, and Missed Opportunities." Social Psychological & Personality Science 2, no. 1 (January 2011): 90–96.
      • 2012
      • Working Paper

      Issuer Quality and Corporate Bond Returns

      By: Robin Greenwood and Samuel G. Hanson
      We show that the credit quality of corporate debt issuers deteriorates during credit booms, and that this deterioration forecasts low excess returns to corporate bondholders. The key insight is that changes in the pricing of credit risk disproportionately affect the... View Details
      Keywords: Price; Credit; Risk and Uncertainty; Investment Return; Forecasting and Prediction; Bonds; Market Design; Cost of Capital; Mathematical Methods; System Shocks
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      Greenwood, Robin, and Samuel G. Hanson. "Issuer Quality and Corporate Bond Returns." Harvard Business School Working Paper, No. 11-065, January 2011. (Revised September 2012, Internet Appendix Here.)
      • 2011
      • Chapter

      Regional Trade Integration and Multinational Firm Strategies

      By: Pol Antras and C. Fritz Foley
      This paper analyzes the effects of the formation of a regional trade agreement on the level and nature of multinational firm activity. We examine aggregate data that captures the response of U.S. multinational firms to the formation of the ASEAN free trade agreement.... View Details
      Keywords: Forecasting and Prediction; Trade; Foreign Direct Investment; Multinational Firms and Management; Globalized Markets and Industries; Analytics and Data Science; Agreements and Arrangements; United States
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      Antras, Pol, and C. Fritz Foley. "Regional Trade Integration and Multinational Firm Strategies." In Costs and Benefits of Regional Economic Integration in Asia, edited by Robert J. Barro and Jong-Wha Lee. Oxford University Press, 2011.
      • Article

      Values, Purpose, Meaning, and Expectations: Why Culture and Context Matter

      By: Rosabeth M. Kanter
      The "rational person" standard, based on assumptions of economic self-interest, has long prevailed in legal reasoning. But understanding of decision making, behavioral choices, and possibilities for action must be enlarged to include a variety of factors that give... View Details
      Keywords: Standards; Interests; Decision Making; Behavior; Value; Groups and Teams; Performance Expectations; Organizational Culture; Leadership; Business Cycles; Forecasting and Prediction; Motivation and Incentives
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      Kanter, Rosabeth M. "Values, Purpose, Meaning, and Expectations: Why Culture and Context Matter." Alabama Law Review 62, no. 5 (2011).
      • September 2011
      • Article

      What Drives Sell-Side Analyst Compensation at High-Status Investment Banks?

      By: Boris Groysberg, Paul M. Healy and David A. Maber
      We use proprietary data from a major investment bank to investigate factors associated with analysts' annual compensation. We find compensation to be positively related to "All-Star" recognition, investment-banking contributions, the size of analysts' portfolios, and... View Details
      Keywords: Investment Banking; Research; Compensation and Benefits; Investment Portfolio; Forecasting and Prediction; Resource Allocation; Status and Position; Business Earnings; Quality; Revenue; Stocks; Voting
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      Groysberg, Boris, Paul M. Healy, and David A. Maber. "What Drives Sell-Side Analyst Compensation at High-Status Investment Banks?" Journal of Accounting Research 49, no. 4 (September 2011): 969–1000.
      • 2010
      • Other Unpublished Work

      Share Issuance and Factor Timing

      By: Robin Greenwood and Samuel Hanson
      We show that characteristics of stock issuers can be used to forecast important common factors in stocks returns such as those associated with book-to-market, size, and industry. Specifically, we use differences between the attributes of stock issuers and repurchasers... View Details
      Keywords: Forecasting and Prediction; Equity; Stocks; Stock Shares; Investment Return; Investment Portfolio; Price; Performance Evaluation
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      Greenwood, Robin, and Samuel Hanson. "Share Issuance and Factor Timing." December 2010. (Appendix. Previously titled "Characteristic Timing," NBER Working Paper Series, No. 15948.)
      • November 2010 (Revised May 2014)
      • Case

      Dow's Bid for Rohm and Haas

      By: Benjamin C. Esty and David Lane
      This case analyzes Dow Chemical Company's proposed acquisition of Rohm and Haas in 2008. The $18.8 billion acquisition was part of Dow's strategic transformation from a slow-growth, low-margin, and cyclical producer of basic chemicals into a higher-growth,... View Details
      Keywords: Mergers and Acquisitions; Financial Crisis; Capital Structure; Financial Condition; Financial Management; Contracts; Lawsuits and Litigation; Risk and Uncertainty; Valuation; Chemical Industry
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      Esty, Benjamin C., and David Lane. "Dow's Bid for Rohm and Haas." Harvard Business School Case 211-020, November 2010. (Revised May 2014.)
      • November 2010 (Revised January 2011)
      • Teaching Note

      Assessing a Company's Future Financial Health (TN)

      By: Thomas R. Piper
      Teaching Note for 911412. View Details
      Keywords: Financial Condition; Forecasting and Prediction
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      Piper, Thomas R. "Assessing a Company's Future Financial Health (TN)." Harvard Business School Teaching Note 911-415, November 2010. (Revised January 2011.)
      • November 2010 (Revised May 2012)
      • Background Note

      Assessing a Company's Future Financial Health

      By: Thomas R. Piper
      The case provides students with (1) an understanding of the essence of long-term financial health; (2) familiarity with the calculation and meaning of various financial ratios; and (3) an understanding of the influence of a company's operating and competitive... View Details
      Keywords: Financial Condition; Forecasting and Prediction; Investment Return; Operations; Competitive Strategy
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      Piper, Thomas R. "Assessing a Company's Future Financial Health." Harvard Business School Background Note 911-412, November 2010. (Revised May 2012.)
      • 2010
      • Working Paper

      Overconfidence by Bayesian Rational Agents

      By: Eric Van den Steen
      This paper derives two mechanisms through which Bayesian-rational individuals with differing priors will tend to be relatively overconfident about their estimates and predictions, in the sense of overestimating the precision of these estimates. The intuition behind one... View Details
      Keywords: Risk and Uncertainty; Measurement and Metrics; Game Theory; Forecasting and Prediction
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      Van den Steen, Eric. "Overconfidence by Bayesian Rational Agents." Harvard Business School Working Paper, No. 11-049, November 2010.
      • October 2010
      • Article

      Culture Clash: The Costs and Benefits of Homogeneity

      By: Eric Van den Steen
      This paper develops an economic theory of the costs and benefits of corporate culture-in the sense of shared beliefs and values in order to study the effects of "culture clash" in mergers and acquisitions. I first use a simple analytical framework to show that shared... View Details
      Keywords: Cost vs Benefits; Organizational Culture; Economics; Information Management; Forecasting and Prediction; Values and Beliefs; Mergers and Acquisitions; Framework; Satisfaction; Motivation and Incentives; Power and Influence; Communication
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      Van den Steen, Eric. "Culture Clash: The Costs and Benefits of Homogeneity." Management Science 56, no. 10 (October 2010): 1718–1738.
      • 2010
      • Working Paper

      Decoding Inside Information

      By: Lauren Cohen, Christopher Malloy and Lukasz Pomorski
      Using a simple empirical strategy, we decode the information in insider trades. Exploiting the fact that insiders trade for a variety of reasons, we show that there is predictable, identifiable "routine" insider trading that is not informative for the future of firms.... View Details
      Keywords: Forecasting and Prediction; Stocks; Financial Markets; Investment; Investment Return; Investment Portfolio; Market Transactions
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      Cohen, Lauren, Christopher Malloy, and Lukasz Pomorski. "Decoding Inside Information." NBER Working Paper Series, No. 16454, October 2010. (Winner of Institute for Quantitative Investment Research (INQUIRE) Grant presented by Institute for Quantitative Investment Research. Winner of Chicago Quantitative Alliance Academic Paper Competition. First Prize presented by Chicago Quantitative Alliance.)
      • October 2010
      • Article

      Preferring Balanced vs. Advantageous Peace Agreements: A Study of Israeli Attitudes Towards a Two-State Solution

      By: Deepak Malhotra and Jeremy Ginges
      The paper extends research on fixed-pie perceptions by suggesting that disputants may prefer proposals that are perceived to be equally attractive to both parties (i.e., balanced) rather than one-sided, because balanced agreements are seen as more likely to be... View Details
      Keywords: Fixed Pie; Balance; Peace; Negotiation; Agreements and Arrangements; Conflict and Resolution; Government and Politics; Balance and Stability; Forecasting and Prediction; Attitudes; Israel; Palestinian state
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      Malhotra, Deepak, and Jeremy Ginges. "Preferring Balanced vs. Advantageous Peace Agreements: A Study of Israeli Attitudes Towards a Two-State Solution." Judgment and Decision Making 5, no. 6 (October 2010): 420–427.
      • 2010
      • Working Paper

      Valuation When Cash Flow Forecasts Are Biased

      By: Richard S. Ruback
      This paper focuses adaptations to the discount cash flow (DCF) method when valuing forecasted cash flows that are biased measures of expected cash flows. I imagine a simple setting where the expected cash flows equal the forecasted cash flows plus an omitted downside.... View Details
      Keywords: Forecasting and Prediction; Cash Flow; Cost of Capital; Performance Expectations; Prejudice and Bias; Valuation
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      Ruback, Richard S. "Valuation When Cash Flow Forecasts Are Biased." Harvard Business School Working Paper, No. 11-036, October 2010.
      • September 2010
      • Article

      Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?

      By: Saravanan Kesavan, Vishal Gaur and Ananth Raman
      Firm-level sales forecasts for retailers can be improved if we incorporate cost of goods sold, inventory, and gross margin (defined here as the ratio of sales to cost of goods sold) as three endogenous variables. We construct a simultaneous equations model, estimated... View Details
      Keywords: Sales; Forecasting and Prediction; Distribution; Goods and Commodities; Cost; Public Sector; Profit; Mathematical Methods; Analytics and Data Science; Retail Industry; United States
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      Kesavan, Saravanan, Vishal Gaur, and Ananth Raman. "Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?" Management Science 56, no. 9 (September 2010): 1519–1533.
      • 2016
      • Working Paper

      The Impact of Supplier Inventory Service Level on Retailer Demand

      By: Nathan Craig, Nicole DeHoratius and Ananth Raman
      To set inventory service levels, suppliers must understand how changes in inventory service level affect demand. We build on prior research, which uses analytical models and laboratory experiments to study the impact of a supplier's service level on demand from... View Details
      Keywords: Customer Satisfaction; Forecasting and Prediction; Learning; Consumer Behavior; Service Delivery; Performance Expectations; Apparel and Accessories Industry; Service Industry
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      Craig, Nathan, Nicole DeHoratius, and Ananth Raman. "The Impact of Supplier Inventory Service Level on Retailer Demand." Working Paper. (Revised January 2016.)
      • August 2010
      • Case

      Flash Memory, Inc.

      By: William E. Fruhan and Craig Stephenson
      The CFO of Flash Memory, Inc. prepares the company's investing and financing plans for the next three years. Flash Memory is a small firm that specializes in the design and manufacture of solid state drives (SSDs) and memory modules for the computer and electronics... View Details
      Keywords: Forecasting; Financial Management; Cash Flow; Forecasting and Prediction; Capital Budgeting; Computer Industry; Electronics Industry; United States
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      Fruhan, William E., and Craig Stephenson. "Flash Memory, Inc." Harvard Business School Brief Case 104-230, August 2010.
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