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  • All HBS Web  (2,174)
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  • 19 Oct 2010
  • Working Paper Summaries

The Impact of Supply Learning on Customer Demand: Model and Estimation Methodology

Keywords: by Nathan Craig, Nicole DeHoratius & Ananth Raman; Apparel & Accessories; Fashion
  • February 2013 (Revised January 2015)
  • Supplement

Grantham, Mayo, and Van Otterloo, 2012: Estimating the Equity Risk Premium (CW)

By: Samuel Gregory Hanson, Erik Stafford and Luis M. Viceira
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Hanson, Samuel Gregory, Erik Stafford, and Luis M. Viceira. "Grantham, Mayo, and Van Otterloo, 2012: Estimating the Equity Risk Premium (CW)." Harvard Business School Spreadsheet Supplement 213-717, February 2013. (Revised January 2015.)
  • 2001
  • Working Paper

Using a Terrorist Attack to Estimate the Effect of Police on Crime

By: Rafael Di Tella and Ernesto Schargrodsky
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Di Tella, Rafael, and Ernesto Schargrodsky. "Using a Terrorist Attack to Estimate the Effect of Police on Crime." Harvard Business School Working Paper, No. 01-076, May 2001.
  • 2013
  • Working Paper

Applying Random Coefficient Models to Strategy Research: Testing for Firm Heterogeneity, Predicting Firm-Specific Coefficients, and Estimating Strategy Trade-Offs

By: Juan Alcacer, Wilbur Chung, Ashton Hawk and Goncalo Pacheco-de-Almeida
Although Strategy research aims to understand how firm actions have differential effects on performance, most empirical research estimates the average effects of these actions across firms. This paper promotes Random Coefficients Models (RCMs) as an ideal empirical... View Details
Keywords: Strategy; Mathematical Methods
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Alcacer, Juan, Wilbur Chung, Ashton Hawk, and Goncalo Pacheco-de-Almeida. "Applying Random Coefficient Models to Strategy Research: Testing for Firm Heterogeneity, Predicting Firm-Specific Coefficients, and Estimating Strategy Trade-Offs." Harvard Business School Working Paper, No. 14-022, September 2013.
  • March 2020
  • Article

Estimating the Value of Electricity Storage in PJM: Arbitrage and Some Welfare Effects

By: Ramteen Sioshansi, Paul Denholm, Thomas Jenkin and Jurgen Weiss
Significant increases in prices and price volatility of natural gas and electricity have raised interest in the potential economic opportunities for electricity storage. The paper analyzes the arbitrage value of a price-taking storage device in PJM during the six-year... View Details
Keywords: Energy Storage; Arbitrage; Energy; Energy Industry
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Sioshansi, Ramteen, Paul Denholm, Thomas Jenkin, and Jurgen Weiss. "Estimating the Value of Electricity Storage in PJM: Arbitrage and Some Welfare Effects." Energy Economics 31, no. 2 (March 2020): 269–277.
  • March 2022
  • Article

Estimating the Effectiveness of Permanent Price Reductions for Competing Products Using Multivariate Bayesian Structural Time Series Models

By: Fiammetta Menchetti and Iavor Bojinov
Researchers regularly use synthetic control methods for estimating causal effects when a sub-set of units receive a single persistent treatment, and the rest are unaffected by the change. In many applications, however, units not assigned to treatment are nevertheless... View Details
Keywords: Causal Inference; Partial Interference; Synthetic Controls; Bayesian Structural Time Series; Mathematical Methods
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Menchetti, Fiammetta, and Iavor Bojinov. "Estimating the Effectiveness of Permanent Price Reductions for Competing Products Using Multivariate Bayesian Structural Time Series Models." Annals of Applied Statistics 16, no. 1 (March 2022): 414–435.
  • October 2014
  • Case

Grantham, Mayo, and Van Otterloo, 2012: Estimating the Equity Risk Premium (Abridged)

By: Samuel Hanson, Erik Stafford and Luis Viceira
Keywords: Equity Valuation; Investment Banking; Equity
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Hanson, Samuel, Erik Stafford, and Luis Viceira. "Grantham, Mayo, and Van Otterloo, 2012: Estimating the Equity Risk Premium (Abridged)." Harvard Business School Case 215-025, October 2014.
  • 2006
  • Working Paper

Anomalies in Estimates of Cross-Elasticities for Marketing Mix Models: Theory and Empirical Test

By: Andre Bonfrer, Ernest R. Berndt and Alvin J. Silk
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Bonfrer, Andre, Ernest R. Berndt, and Alvin J. Silk. "Anomalies in Estimates of Cross-Elasticities for Marketing Mix Models: Theory and Empirical Test." NBER Working Paper Series, No. 12756, December 2006.
  • July 2002
  • Article

Estimating and Controlling Workplace Risk: An Approach for Occupational Hygiene and Safety Professionals

By: Michael W. Toffel and Lawrence Birkner
Keywords: Risk and Uncertainty; Labor; Safety
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Toffel, Michael W., and Lawrence Birkner. "Estimating and Controlling Workplace Risk: An Approach for Occupational Hygiene and Safety Professionals." Applied Occupational and Environmental Hygiene 17, no. 7 (July 2002): 477–485.
  • October 2014
  • Supplement

Grantham, Mayo, and Van Otterloo, 2012: Estimating the Equity Risk Premium (Abridged) Spreadsheet Supplement

By: Samuel Gregory Hanson, Erik Stafford and Luis M. Viceira
Citation
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Hanson, Samuel Gregory, Erik Stafford, and Luis M. Viceira. "Grantham, Mayo, and Van Otterloo, 2012: Estimating the Equity Risk Premium (Abridged) Spreadsheet Supplement." Harvard Business School Spreadsheet Supplement 215-704, October 2014.
  • September 2006
  • Article

Dynamic Scoring: A Back-of-the-Envelope Guide

By: Matthew C. Weinzierl and N. Gregory Mankiw
This paper uses the neoclassical growth model to examine the extent to which a tax cut pays for itself through higher economic growth. The model yields simple expressions for the steady-state feedback effect of a tax cut. The feedback is surprisingly large: for... View Details
Keywords: Revenue Estimation; Taxation; Economic Growth
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Weinzierl, Matthew C., and N. Gregory Mankiw. "Dynamic Scoring: A Back-of-the-Envelope Guide." Journal of Public Economics 90, no. 8 (September 2006): 1415–1433.
  • 2010
  • Working Paper

Cheaper by the Dozen: Using Sibling Discounts at Catholic Schools to Estimate the Price Elasticity of Private School Attendance

By: Susan Dynarski, Jonathan Gruber and Danielle Li
The effect of vouchers on sorting between private and public schools depends upon the price elasticity of demand for private schooling. Estimating this elasticity is empirically challenging because prices and quantities are jointly determined in the market for private... View Details
Keywords: Price; Religion; Entrepreneurship; Education
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Dynarski, Susan, Jonathan Gruber, and Danielle Li. "Cheaper by the Dozen: Using Sibling Discounts at Catholic Schools to Estimate the Price Elasticity of Private School Attendance." Harvard Business School Working Paper, No. 16-054, October 2015.
  • March 2004
  • Article

Do Police Reduce Crime? Estimates Using the Allocation of Police Forces after a Terrorist Attack

By: Rafael Di Tella and Ernesto Schargrodsky
An important challenge in the crime literature is to isolate causal effects of police on crime. Following a terrorist attack on the main Jewish center in Buenos Aires, Argentina, in July 1994, all Jewish institutions received police protection. Thus, this hideous event... View Details
Keywords: Law Enforcement; Crime and Corruption; Resource Allocation; National Security
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Di Tella, Rafael, and Ernesto Schargrodsky. "Do Police Reduce Crime? Estimates Using the Allocation of Police Forces after a Terrorist Attack." American Economic Review 94, no. 1 (March 2004): 115–33.
  • Article

How Much Is a Reduction of Your Customers' Wait Worth? An Empirical Study of the Fast-Food Drive-Thru Industry Based on Structural Estimation Methods

In many service industries, companies compete with each other on the basis of the waiting time their customers experience, along with other strategic instruments such as the price they charge for their service. The objective of this paper is to conduct an empirical... View Details
Keywords: Customer Satisfaction; Price; Service Delivery; Mathematical Methods; Competition; Food and Beverage Industry; Service Industry
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Allon, Gad, Awi Federgruen, and Margaret P. Pierson. "How Much Is a Reduction of Your Customers' Wait Worth? An Empirical Study of the Fast-Food Drive-Thru Industry Based on Structural Estimation Methods ." Manufacturing & Service Operations Management 13, no. 4 (Fall 2011).
  • 22 Oct 2020
  • Working Paper Summaries

Estimating Causal Effects in the Presence of Partial Interference Using Multivariate Bayesian Structural Time Series Models

Keywords: by Fiammetta Menchetti and Iavor Bojinov
  • 23 Sep 2013
  • Working Paper Summaries

Applying Random Coefficient Models to Strategy Research: Testing for Firm Heterogeneity, Predicting Firm-Specific Coefficients, and Estimating Strategy Trade-Offs

Keywords: by Juan Alcácer, Wilbur Chung, Ashton Hawk & Gonçalo Pacheco-de-Almeida
  • Spring 2017
  • Comment

Commentary on Implied Cost of Equity Capital Estimates as Predictors of Accounting Returns and Stock Returns

By: Charles C.Y. Wang
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Wang, Charles C.Y. "Commentary on Implied Cost of Equity Capital Estimates as Predictors of Accounting Returns and Stock Returns." Journal of Financial Reporting 2, no. 1 (Spring 2017): 95–106.
  • 2024
  • Working Paper

Consumer Inertia and Market Power

By: Alexander MacKay and Marc Remer
We study the pricing decisions of firms in the presence of consumer inertia. Inertia, which can arise from habit formation, brand loyalty, and switching costs, generates dynamic pricing incentives. These incentives mediate the impact of competition on market power in... View Details
Keywords: Consumer Inertia; Market Power; Dynamic Competition; Demand Estimation; Consumer Behavior; Markets; Performance; Competition; Price
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MacKay, Alexander, and Marc Remer. "Consumer Inertia and Market Power." Harvard Business School Working Paper, No. 19-111, April 2019. (Revised January 2024. Direct download.)
  • 2023
  • Working Paper

Rising Markups and the Role of Consumer Preferences

By: Hendrik Döpper, Alexander MacKay, Nathan H. Miller and Joel Stiebale
We characterize the evolution of markups for consumer products in the United States from 2006 to 2019. We use detailed data on prices and quantities for products in more than 100 distinct product categories to estimate demand systems with flexible... View Details
Keywords: Market Power; Markups; Demand Estimation; Consumer Products; Retailers; Product; Price; Demand and Consumers; Consumer Behavior
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Döpper, Hendrik, Alexander MacKay, Nathan H. Miller, and Joel Stiebale. "Rising Markups and the Role of Consumer Preferences." Harvard Business School Working Paper, No. 22-025, October 2021. (Revised March 2023. Direct download.)
  • Article

Recovering Investor Expectations from Demand for Index Funds

By: Mark Egan, Alexander J. MacKay and Hanbin Yang
We use a revealed-preference approach to estimate investor expectations of stock market returns. Using data on demand for index funds that follow the S&P 500, we develop and estimate a model of investor choice to flexibly recover the time-varying distribution of... View Details
Keywords: Stock Market Expectations; Demand Estimation; Exchange-traded Funds (ETFs); Demand and Consumers; Investment
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Egan, Mark, Alexander J. MacKay, and Hanbin Yang. "Recovering Investor Expectations from Demand for Index Funds." Review of Economic Studies 89, no. 5 (October 2022): 2559–2599.
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