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- All HBS Web
(3,492)
- People (38)
- News (626)
- Research (1,877)
- Events (27)
- Multimedia (204)
- Faculty Publications (1,407)
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- 24 May 2013
- Working Paper Summaries
Improving Store Liquidation
- 2022
- Article
OpenXAI: Towards a Transparent Evaluation of Model Explanations
By: Chirag Agarwal, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik and Himabindu Lakkaraju
While several types of post hoc explanation methods have been proposed in recent literature, there is very little work on systematically benchmarking these methods. Here, we introduce OpenXAI, a comprehensive and extensible opensource framework for evaluating and... View Details
Agarwal, Chirag, Satyapriya Krishna, Eshika Saxena, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik, and Himabindu Lakkaraju. "OpenXAI: Towards a Transparent Evaluation of Model Explanations." Advances in Neural Information Processing Systems (NeurIPS) (2022).
- 2007
- Other Unpublished Work
Mind Over Matter? Similarities and Differences Between Perceived and Observed Networks
In spite of the rapid development of new methods for network analysis—relying on electronic data sources and sophisticated computational analysis—organizational scholars continue to rely largely on more traditional survey-based methods. We believe that the... View Details
- 2012
- Casebook
Venture Capital & Private Equity: A Casebook (5th Edition)
By: Josh Lerner, Felda Hardymon and Ann Leamon
Venture Capital & Private Equity: A Casebook, 5th edition provides an understanding of the ways in which private equity groups work. The casebook builds an understanding of the key distinctions in the industry and reviews and applies key ideas of corporate finance. The... View Details
Lerner, Josh, Felda Hardymon, and Ann Leamon. Venture Capital & Private Equity: A Casebook (5th Edition). New York: John Wiley & Sons, 2012. (New York: John Wiley & Sons, 2001 (second edition) (with Felda Hardymon). Beijing: Economic Science Press, 2002 (Chinese translation of the second edition). Tokyo: Toyo Keizai Shinposha, 2003 (Japanese translation of the second edition). New York: John Wiley and Sons, 2004 (third edition) (with Felda Hardymon and Ann Leamon). New York: John Wiley & Sons, 2008 (fourth edition) (with Felda Hardymon and Ann Leamon). Beijing: CITIC Press, 2013 (Chinese translation of the fifth edition).)
- January 2024 (Revised June 2024)
- Supplement
School of Rock: Tuning into Structured Empowerment (B)
By: Tatiana Sandino, Jeffrey Rayport, Samuel Grad and Stacy Straaberg
In September 2022, Price and his team evaluated the past year’s strategies to increase Method App adoption and discussed new initiatives to consider. View Details
Keywords: Business Strategy; Technology Adoption; Education Industry; Music Industry; United States; Massachusetts
Sandino, Tatiana, Jeffrey Rayport, Samuel Grad, and Stacy Straaberg. "School of Rock: Tuning into Structured Empowerment (B)." Harvard Business School Supplement 124-044, January 2024. (Revised June 2024.)
- September 2000 (Revised December 2020)
- Background Note
Identifying and Developing Capable Leaders
By: Clayton M. Christensen and Morgan McCall Jr
Presents a synopsis of High Flyers, by Morgan McCall. Offers a method for identifying and training managers with potential--to build management bench strength. View Details
Keywords: Leadership Development; Recruitment; Selection and Staffing; Human Resources; Talent and Talent Management
Christensen, Clayton M., and Morgan McCall Jr. "Identifying and Developing Capable Leaders." Harvard Business School Background Note 601-054, September 2000. (Revised December 2020.)
- Research Summary
Statistical Methodology
William Simpson is developing methods of inference to use when assumptions of standard models are not met. He has created a hypothesis test to use for ipsative variables that adjusts for the non-zero correlations among variables expected under the null hypothesis. ... View Details
- February 2008 (Revised August 2011)
- Case
Olympia Machine Company, Inc.
By: Frank V. Cespedes and Benson P. Shapiro
The management team of an industrial equipment supplier is debating the company's method of compensating salespeople. Different executives have offered different alternatives to the current method of straight salary plus expenses. Each option has different implications... View Details
Keywords: Governance Controls; Compensation and Benefits; Mission and Purpose; Salesforce Management; Motivation and Incentives; Business Strategy; Industrial Products Industry
Cespedes, Frank V., and Benson P. Shapiro. "Olympia Machine Company, Inc." Harvard Business School Case 708-490, February 2008. (Revised August 2011.)
- 17 Feb 2003
- Research & Ideas
Rating Fund Managers by the Company They Keep
from the Working Paper.Ann Cullen: How is your system different than traditional mutual fund rating systems? Cohen: Our method takes advantage of a wealth of previously unexploited information about fund holdings. Standard metrics rate... View Details
Keywords: by Ann Cullen
- Research Summary
Overview
My research uses a combination of lab experiments and empirical methods to understand how organizations can design their operations in order to inspire trust. View Details
- August 2003 (Revised May 2009)
- Background Note
Basic Venture Capital Formula, The
By: William A. Sahlman and Matthew Willis
Briefly summarizes the process that venture capitalists use to analyze high-risk, long-term investments. Contains information on methods that can be used to calculate valuation, share price, percent ownership, implied valuation, dilution, and option pools. View Details
Sahlman, William A., and Matthew Willis. "Basic Venture Capital Formula, The." Harvard Business School Background Note 804-042, August 2003. (Revised May 2009.)
- Teaching Interest
Overview
Teaching Fellow for Advanced Quantitative Research Methods with Prof. Chris Winship (Doctoral Course) - 2013
(awarded Harvard University Bok Center Certificate of Distinction in Teaching) View Details
- July 1997
- Background Note
Basic Capital Investment Analysis
By: William J. Bruns Jr.
Discusses the net present value and internal rate of return methods for analyzing capital investments. Assumes prior knowledge of compound interest and present value methods. View Details
Bruns, William J., Jr. "Basic Capital Investment Analysis." Harvard Business School Background Note 198-004, July 1997.
- August 1991
- Background Note
Marketing Research
Summarizes and synthesizes materials in the following notes: Marketing Situation Assessment, Marketing Research: An Overview of Research Methods, and Research Methods in Marketing: Survey Research. View Details
Keywords: Marketing
Sultan, Fareena. "Marketing Research." Harvard Business School Background Note 592-013, August 1991.
- August 2011 (Revised September 2011)
- Supplement
Enman Oil, Inc. (G)
By: David F. Hawkins
Oil and gas company Enman Oil attempts to lower its total leverage value by switching from the successful efforts method to the full costs method. View Details
Hawkins, David F. "Enman Oil, Inc. (G)." Harvard Business School Supplement 112-026, August 2011. (Revised September 2011.)
- September 1992 (Revised September 2004)
- Background Note
Accounting for Property, Plant, Equipment and Other Assets
By: William J. Bruns Jr.
An introduction to depreciation accounting and depreciation methods for capital assets. Also covers gains or losses on asset disposal and accounting for other investments and intangibles. View Details
Bruns, William J., Jr. "Accounting for Property, Plant, Equipment and Other Assets." Harvard Business School Background Note 193-046, September 1992. (Revised September 2004.)
- September 1986 (Revised March 1991)
- Case
Graves Industries, Inc. (A)
The first in a series of cases that explores the causes and methods of fraudulent financial reporting and the lines between acceptable, unethical, and fraudulent behaviors. View Details
Merchant, Kenneth A. "Graves Industries, Inc. (A)." Harvard Business School Case 187-045, September 1986. (Revised March 1991.)
- November 2021
- Article
Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data
By: William Herlands, Edward McFowland III, Andrew Gordon Wilson and Daniel B. Neill
Identifying anomalous patterns in real-world data is essential for understanding where, when, and how systems deviate from their expected dynamics. Yet methods that separately consider the anomalousness of each individual data point have low detection power for subtle,... View Details
Herlands, William, Edward McFowland III, Andrew Gordon Wilson, and Daniel B. Neill. "Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data." Proceedings of Machine Learning Research (PMLR) 84 (2018): 425–434. (Also presented at the 21st International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.)
- October 1991
- Background Note
Market Research
By: Robert J. Dolan
Describes the major classes of market research. Provides students with an overview of methods available enabling them to select the proper set for their purposes. View Details
Dolan, Robert J. "Market Research." Harvard Business School Background Note 592-034, October 1991.
- March 1998
- Teaching Note
Personality Types: The Myers-Briggs Type Indicator (TN)
By: David A. Thomas and Emily Heaphy
Describes a class design for teaching students about the Myers-Briggs Type Indicator (MBTI). The Ideal Organization exercise is the centerpiece of the class. It demonstrates that people with different cognitive types have distinct preferences for the type of... View Details