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      • March 1993 (Revised May 1994)
      • Background Note

      Multiplicative Regression Models

      By: Arthur Schleifer Jr.
      Citation
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      Schleifer, Arthur, Jr. "Multiplicative Regression Models." Harvard Business School Background Note 893-013, March 1993. (Revised May 1994.)
      • October 1992 (Revised September 1993)
      • Case

      Nopane Advertising Strategy

      By: David E. Bell
      Nopane is a proprietary drug that sells in much of the United States. It faces substantial competition. The brand manager is undertaking an experiment to determine whether ad copy should be emotional-based or rational-based. The data and associated regression results... View Details
      Keywords: Competition; Intellectual Property; Advertising; Health Care and Treatment; Brands and Branding; Product Marketing; Pharmaceutical Industry; United States
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      Bell, David E. "Nopane Advertising Strategy." Harvard Business School Case 893-005, October 1992. (Revised September 1993.)
      • February 1991 (Revised February 1993)
      • Background Note

      Regression Analysis

      By: David E. Bell
      Provides a relatively simple introduction to multivariate regression analysis. View Details
      Keywords: Mathematical Methods
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      Bell, David E. "Regression Analysis." Harvard Business School Background Note 191-117, February 1991. (Revised February 1993.)
      • November 1988 (Revised June 1989)
      • Case

      Introduction to Regression Analysis with Lotus 1-2-3 and Regress

      By: David E. Bell
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      Bell, David E. "Introduction to Regression Analysis with Lotus 1-2-3 and Regress." Harvard Business School Case 189-110, November 1988. (Revised June 1989.)
      • 1987
      • Working Paper

      Tests of Excess Forecast Volatility in the Foreign Exchange and Stock Markets

      By: K. A. Froot
      Simple regression tests that have power against the alternatives that asset prices and expected future asset returns are excessively volatile are developed and performed for the foreign exchange and stock markets. These tests have a number of advantages over... View Details
      Keywords: Risk Aversion; Risk; International Investing; International Finance; Risk and Uncertainty; Asset Pricing; Financial Markets; Investment; Behavioral Finance; Volatility
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      Froot, K. A. "Tests of Excess Forecast Volatility in the Foreign Exchange and Stock Markets." NBER Working Paper Series, No. 2362, August 1987.
      • July 1985 (Revised March 1994)
      • Background Note

      Exposure and Hedging

      By: David E. Bell
      Describes the concept of exposure; the dependence of a goal on an uncertain external event. Describes in detail how hedges may be constructed to eliminate exposure, including the algebra of cross-hedging and hedge ratios. The relevance of regression analysis is... View Details
      Keywords: Mathematical Methods; Finance
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      Bell, David E. "Exposure and Hedging." Harvard Business School Background Note 186-036, July 1985. (Revised March 1994.)
      • July 1985 (Revised May 1988)
      • Background Note

      Multiplicative Regression Models

      By: Arthur Schleifer Jr.
      Citation
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      Schleifer, Arthur, Jr. "Multiplicative Regression Models." Harvard Business School Background Note 186-031, July 1985. (Revised May 1988.)
      • January 1978
      • Background Note

      Regression and Forecasting Using the AQD Package

      By: Arthur Schleifer Jr.
      Keywords: Forecasting and Prediction; Mathematical Methods
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      Schleifer, Arthur, Jr. "Regression and Forecasting Using the AQD Package." Harvard Business School Background Note 178-095, January 1978.
      • April 1966
      • Article

      A Two-Stage Forecasting Model: Exponential Smoothing and Multiple Regression

      By: D. B. Crane and James R. Crotty
      Keywords: Mathematical Methods
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      Crane, D. B., and James R. Crotty. "A Two-Stage Forecasting Model: Exponential Smoothing and Multiple Regression." Management Science 13, no. 8 (April 1966).
      • Teaching Interest

      Decision Making Under Uncertainty

      By: David E. Bell

      Many of the decisions we face are made complicated by having uncertain consequences: how should I set my inventory when I don’t know what demand will be, should I refinance my mortgage when rates might go lower, how big a bet shall I make in a new business, and so... View Details

      • Research Summary

      Deregulation, Misallocation, and Size: Evidence from India

      By: Laura Alfaro
      This paper examines the impact of the deregulation of compulsory industrial licensing in India on firm size dynamics and reallocation of resources within industries. Following deregulation, resource misallocation declines, and the left-hand tail of the firm size... View Details
      • Forthcoming
      • Article

      Slowly Varying Regression Under Sparsity

      By: Dimitris Bertsimas, Vassilis Digalakis Jr, Michael Lingzhi Li and Omar Skali Lami
      We consider the problem of parameter estimation in slowly varying regression models with sparsity constraints. We formulate the problem as a mixed integer optimization problem and demonstrate that it can be reformulated exactly as a binary convex optimization problem... View Details
      Keywords: Mathematical Methods; Analytics and Data Science
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      Bertsimas, Dimitris, Vassilis Digalakis Jr, Michael Lingzhi Li, and Omar Skali Lami. "Slowly Varying Regression Under Sparsity." Operations Research (forthcoming). (Pre-published online March 27, 2024.)
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