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Show Results For
- All HBS Web
(10,275)
- People (22)
- News (1,560)
- Research (7,287)
- Events (98)
- Multimedia (65)
- Faculty Publications (5,738)
- 2022
- Article
Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.
By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju
As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice. Despite the growing popularity of counterfactual explanations, a... View Details
Keywords: Machine Learning Models; Counterfactual Explanations; Adversarial Examples; Mathematical Methods
Pawelczyk, Martin, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay, and Himabindu Lakkaraju. "Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis." Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) 25th (2022).
- June 2018
- Case
Japan: Deficits, Deflation and Debt
By: Richard H.K. Vietor and Haviland Sheldahl-Thomason
In April 2018, Prime Minister Shinzo Abe was again in Washington to petition Donald Trump. After years of rapid, export-led growth, Japan had slumped into recession in 1991 and never really recovered. For the past 27 years, its economy has grown at 1.1% annually,... View Details
Keywords: Deflation; Debt; Country Analysis; Monetary Expansion; Population Growth; Inflation and Deflation; Borrowing and Debt; Economy; Energy; National Security; Japan
Vietor, Richard H.K., and Haviland Sheldahl-Thomason. "Japan: Deficits, Deflation and Debt." Harvard Business School Case 718-063, June 2018.
- 2002
- Article
Managing Routine Exceptions: A Model of Nurse Problem Solving Behavior
By: A. L. Tucker and Amy C. Edmondson
- 20 Jul 2023
- News
5 Business Models to Consider When Starting a Tech Company
- 2018
- Chapter
Are Licensing Markets Local? An Analysis of the Geography of Vertical Licensing Agreements in Bio-Pharmaceuticals
By: Juan Alcacer, John Cantwell and Michelle Gittelman
As the value chain of the pharmaceutical industry disaggregates, upstream discovery is increasingly carried out by small research-specialized firms while downstream development, testing and marketing is conducted by global pharmaceutical firms. Licensing plays an... View Details
Keywords: Geographic Location; Local Range; Rights; Research and Development; Biotechnology Industry; Pharmaceutical Industry
Alcacer, Juan, John Cantwell, and Michelle Gittelman. "Are Licensing Markets Local? An Analysis of the Geography of Vertical Licensing Agreements in Bio-Pharmaceuticals." In Location of Biopharmaceutical Activity, edited by Iain M. Cockburn and Matthew J. Slaughter. National Bureau of Economic Research, forthcoming.
- 30 Nov 2011
- News
Yelp's IPO Will Test the Flaws in Its Business Model
- 2008
- Working Paper
Signaling Firm Performance Through Financial Statement Presentation: An Analysis Using Special Items
By: Edward J. Riedl and Suraj Srinivasan
This paper investigates whether managers' presentation of special items within the financial statements reflects economic performance or opportunism. Specifically, we assess special items presented as a separate line item on the income statement (income statement... View Details
Keywords: Financial Reporting; Financial Statements; Decision Choices and Conditions; Corporate Disclosure; Performance
Riedl, Edward J., and Suraj Srinivasan. "Signaling Firm Performance Through Financial Statement Presentation: An Analysis Using Special Items." Harvard Business School Working Paper, No. 09-031, September 2008. (Conditionally accepted at Contemporary Accounting Research.)
- October 1996
- Article
The Use of Covenants: An Empirical Analysis of Venture Partnership Agreements
By: Paul A. Gompers and J. Lerner
Gompers, Paul A., and J. Lerner. "The Use of Covenants: An Empirical Analysis of Venture Partnership Agreements." Journal of Law & Economics 39, no. 2 (October 1996): 463–498. (Condensed version reprinted in Investment Policy 1 (September/October 1997): 122-130.)
- 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
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.
- 15 Aug 2016
- News
Advanced Industries: A New Mental Model for a New Economy
- 2018
- Working Paper
Threat Matching: A Model for Tailoring Diversity Approaches to Context
By: E. Apfelbaum and J. Lees
- 25 Apr 2014
- News
Bringing a new funding model to the life sciences industry
technique to treat brain aneurysms, and Spinal Modulation, a company with a new technique for blocking chronic pain. "In my lifetime, we will apply those insights in ways that will positively impact tens of millions of people," says... View Details
- 1997
- Working Paper
A Knowledge-based Model of IT Outsourcing for the Network Era
By: Deborah L. Sole, F. Warren McFarlan and Richard L. Nolan
- 25 Sep 2015
- Working Paper Summaries
Invest in Information or Wing It? A Model of Dynamic Pricing with Seller Learning
- February 21, 2025
- Article
How a Company’s Ownership Model Shapes the Mistakes It Makes
By: Josh Baron
Why do some companies continue to thrive for decades and others die after an initial run of success? Like many kinds of accidents, company failure is generally the consequence of cascading effects that combine to overwhelm a previously effective strategy. But the... View Details
Baron, Josh. "How a Company’s Ownership Model Shapes the Mistakes It Makes." Harvard Business Review Digital Articles (February 21, 2025).
- 04 Dec 2017
- News
CVS to buy Aetna with new model for health care
- February 2004 (Revised June 2004)
- Case
Freeport Mine, Irian Jaya, Indonesia, The: "Tailings & Failings" - Stakeholder Analysis
By: V. Kasturi Rangan and Arthur McCaffrey
Chronicles the development of Freeport's nearly 30 years of mining operations in Indonesia. Building on a mining concession awarded by the country's government, headed by General Suharto, in 1973, Freeport steadily built its mining output to nearly 200,000 cubic... View Details
Keywords: History; Situation or Environment; Private Sector; Economic Growth; Power and Influence; Business and Government Relations; Growth and Development Strategy; Mining Industry; Indonesia
Rangan, V. Kasturi, and Arthur McCaffrey. Freeport Mine, Irian Jaya, Indonesia, The: "Tailings & Failings" - Stakeholder Analysis. Harvard Business School Case 504-061, February 2004. (Revised June 2004.)
- 2015
- Working Paper
Client Service, Compensation, and the Sell-Side Analyst Objective Function: An Empirical Analysis of Relational Incentives in the Investment-Research Industry
By: David A. Maber, Boris Groysberg and Paul M. Healy
This paper investigates how sell-side analysts build and sustain their client networks; the economic gains to successfully managing this challenge; and the metrics through which these incentives are delivered. In a typical semiannual period, the average analyst... View Details
Keywords: Networks; Measurement and Metrics; Operations; Customer Focus and Relationships; Jobs and Positions
Maber, David A., Boris Groysberg, and Paul M. Healy. "Client Service, Compensation, and the Sell-Side Analyst Objective Function: An Empirical Analysis of Relational Incentives in the Investment-Research Industry." Working Paper, 2015.
- Article
Measurement of Multiple Sites in Service Firms with Data Envelopment Analysis
By: R. Metters, F. Frei and V. Vargas
Metters, R., F. Frei, and V. Vargas. "Measurement of Multiple Sites in Service Firms with Data Envelopment Analysis." Production and Operations Management 8, no. 3 (Fall 1999): 264–281.
- 18 Jul 2022
- News