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  • All HBS Web  (1,969)
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    • News  (289)
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  • Article

Optimal Value and Growth Tilts in Long-Horizon Portfolios

By: Jakub W. Jurek and Luis M. Viceira
We develop an analytical solution to the dynamic portfolio choice problem of an investor with power utility defined over wealth at a finite horizon, who faces a time-varying investment opportunity set, parameterized using a flexible vector autoregression. We apply this... View Details
Keywords: Decision Choices and Conditions; Private Equity; Investment; Investment Portfolio; Asset Pricing; Value
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Jurek, Jakub W., and Luis M. Viceira. "Optimal Value and Growth Tilts in Long-Horizon Portfolios." Review of Finance 15, no. 1 (January 2011): 29–74.
  • 05 Aug 2011
  • Working Paper Summaries

An Exploration of Optimal Stabilization Policy

Keywords: by N. Gregory Mankiw & Matthew C. Weinzierl
  • Article

Optimizing Organic Waste to Energy Operations

By: Baris Ata, Deishin Lee and Mustafa H. Tongarlak
A waste-to-energy firm that recycles organic waste with energy recovery performs two environmentally beneficial functions: it diverts waste from landfill and it produces renewable energy. At the same time, the waste-to-energy firm serves and collects revenue from two... View Details
Keywords: Business Ventures; Energy Generation; Renewable Energy; Revenue; Customers; Strategy; Corporate Governance; Wastes and Waste Processing; Environmental Sustainability; Governing Rules, Regulations, and Reforms; Cost Management; Urban Scope
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Ata, Baris, Deishin Lee, and Mustafa H. Tongarlak. "Optimizing Organic Waste to Energy Operations." Manufacturing & Service Operations Management 14, no. 2 (Spring 2012): 231–244.
  • spring 1969
  • Article

Optimal Investigation Strategies with Imperfect Information

By: Robert S. Kaplan
Keywords: Strategy; Information; Research
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Kaplan, Robert S. "Optimal Investigation Strategies with Imperfect Information." Journal of Accounting Research 7 (spring 1969): 32–43.
  • 1996
  • Working Paper

The Determinants of Optimal Currency Hedging

By: Kenneth Froot and André Perold
Keywords: Hedging; Transaction Costs; Exchange Rates; International Markets; International Finance; Currency; Asset Pricing
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Froot, Kenneth, and André Perold. "The Determinants of Optimal Currency Hedging." Harvard Business School Working Paper, No. 97-011, October 1996.
  • 2006
  • Working Paper

Optimal Reserve Management and Sovereign Debt

By: Laura Alfaro and Fabio Kanczuk
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Alfaro, Laura, and Fabio Kanczuk. "Optimal Reserve Management and Sovereign Debt." Harvard Business School Working Paper, No. 07-010, August 2006. (Also NBER Working Paper No. 13216. NBER Working Paper Series, No. 13216, July 2006)
  • June 2020 (Revised January 2023)
  • Case

Shinola Detroit: Optimizing Product Line Breadth

By: Robert J. Dolan
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Dolan, Robert J. "Shinola Detroit: Optimizing Product Line Breadth." Harvard Business School Case 520-111, June 2020. (Revised January 2023.)
  • February 1990
  • Article

Inflation and Taxation with Optimizing Governments

By: J. J. Rotemberg and James Poterba
Keywords: Inflation and Deflation; Taxation; Government and Politics
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Rotemberg, J. J., and James Poterba. "Inflation and Taxation with Optimizing Governments." Journal of Money, Credit & Banking 22 (February 1990): 1–19.
  • spring 1992
  • Article

Optimal Transfer Pricing under Postcontract Information

By: R. Banker and S. Datar
Keywords: Price; Information
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Banker, R., and S. Datar. "Optimal Transfer Pricing under Postcontract Information." Contemporary Accounting Research 8, no. 2 (spring 1992): 329–352.
  • January 2021
  • Supplement

E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data Analysis; Data Analytics; CPG; Consumer Packaged Goods (CPG); Online Channel; Retail; Retail Analytics; Retailing Industry; Data; Data Sharing; Ecommerce; Assortment Optimization; Assortment Planning; Analytics and Data Science; Retention; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 521-713, January 2021.
  • May 2010
  • Article

Optimal Auction Design and Equilibrium Selection in Sponsored Search Auctions

By: Benjamin Edelman and Michael Schwarz
We characterize the optimal (revenue maximizing) auction for sponsored search advertising. We show that a search engine's optimal reserve price is independent of the number of bidders and independent of the rate at which click-through rate declines over positions. We... View Details
Keywords: Auctions; Revenue; Advertising; Search Technology; Price; Bids and Bidding
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Edelman, Benjamin, and Michael Schwarz. "Optimal Auction Design and Equilibrium Selection in Sponsored Search Auctions." American Economic Review 100, no. 2 (May 2010): 597–602. (First circulated in 2006 as Optimal Auction Design in a Multi-unit Environment: The Case of Sponsored Search Auctions. Reprinted in The Economics of E-Commerce, Michael Baye and John Morgan, editors, 2016.)
  • July 2021 (Revised October 2022)
  • Background Note

Product Line Extensions: Optimal or Overdone?

By: Robert J. Dolan
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Dolan, Robert J. "Product Line Extensions: Optimal or Overdone?" Harvard Business School Background Note 522-014, July 2021. (Revised October 2022.)
  • Research Summary

Optimal Heteroskedasticity Autocorrelation Consistent Covariance Estimators for GMM Weighting Matrices

This paper considers the optimal bias-variance tradeoff for estimators of the long run covariance matrix used to generate GMM weighting matrices in time series contexts.  Minimum MSE HAC estimators do not yield minimum MSE GMM estimators.  Instead, achieving... View Details
  • March 31, 2023
  • Article

What Is the Optimal Pattern of a Customer Journey?

By: Julian De Freitas
Even though customer experience (CX) leaders are becoming increasingly focused on optimizing their firms’ customer journeys, they face a clear challenge: Which touchpoints along the journey should they invest in? That is, which moments when the customer interacts with... View Details
Keywords: Consumer Behavior; Customers; Brands and Branding
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De Freitas, Julian. "What Is the Optimal Pattern of a Customer Journey?" Harvard Business Review (website) (March 31, 2023).
  • July 2019
  • Article

Optimal Capital Structure and Bankruptcy Choice: Dynamic Bargaining vs Liquidation

By: Samuel Antill and Steven R. Grenadier
We model a firm’s optimal capital structure decision in a framework in which it may later choose to enter either Chapter 11 reorganization or Chapter 7 liquidation. Creditors anticipate equityholders’ ex-post reorganization incentives and price them into the ex-ante... View Details
Keywords: Default; Dynamic Bargaining; Capital Structure; Insolvency and Bankruptcy; Mathematical Methods
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Antill, Samuel, and Steven R. Grenadier. "Optimal Capital Structure and Bankruptcy Choice: Dynamic Bargaining vs Liquidation." Journal of Financial Economics 133, no. 1 (July 2019): 198–224.
  • July 2022
  • Supplement

Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Optimization; Analytics and Data Science; Analysis; Customer Value and Value Chain; Marketing Channels; E-commerce; Retail Industry; Consumer Products Industry; United States
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Israeli, Ayelet. "Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer." Harvard Business School Spreadsheet Supplement 523-705, July 2022.
  • spring 2001
  • Article

Banner Advertising: Measuring Effectiveness and Optimizing Placement

By: John Deighton and Lee Sherman
Keywords: Advertising; Measurement and Metrics
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Deighton, John, and Lee Sherman. "Banner Advertising: Measuring Effectiveness and Optimizing Placement." Journal of Interactive Marketing 15, no. 2 (spring 2001).
  • fall 2002
  • Article

Distortion and Risk in Optimal Incentive Contracts

By: George P. Baker
Keywords: Risk and Uncertainty; Motivation and Incentives; Contracts
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Baker, George P. "Distortion and Risk in Optimal Incentive Contracts." Journal of Human Resources 37, no. 4 (fall 2002).
  • Summer 2016
  • Article

Dynamic Capabilities at Samsung: Optimizing Internal Co-opetition

By: Jaeyong Song, Kyungmook Lee and Tarun Khanna
This article presents a clinical study, based on a decade of ongoing research at Samsung Group, which describes how the Samsung Group and its mobile phone division competed successfully in smartphones. The ability to manage co-opetition—simultaneous forces of... View Details
Keywords: Competition; Business Divisions; Cooperation; Mobile Technology
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Song, Jaeyong, Kyungmook Lee, and Tarun Khanna. "Dynamic Capabilities at Samsung: Optimizing Internal Co-opetition." California Management Review 58, no. 4 (Summer 2016): 118–140.
  • summer 2001
  • Article

Optimizing Inventory Replenishment of Retail Fashion Products

By: Ananth Raman, Marshall Fisher and Kumar Rajaram
Keywords: Assets; Product
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Raman, Ananth, Marshall Fisher, and Kumar Rajaram. "Optimizing Inventory Replenishment of Retail Fashion Products." Manufacturing & Service Operations Management 3, no. 3 (summer 2001): 230–241.
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