Filter Results:
(4,749)
Show Results For
- All HBS Web
(4,749)
- People (10)
- News (1,040)
- Research (2,896)
- Events (66)
- Multimedia (35)
- Faculty Publications (1,661)
Show Results For
- All HBS Web
(4,749)
- People (10)
- News (1,040)
- Research (2,896)
- Events (66)
- Multimedia (35)
- Faculty Publications (1,661)
- Article
Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications
By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning... View Details
Keywords: Big Data; Data Science And Analytics Management; Governance And Compliance; Organizational Systems And Technology; Anomaly Detection; Application Performance Management; Machine Learning; Enterprise Architecture; Analytics and Data Science
Elsner, Daniel, Pouya Aleatrati Khosroshahi, Alan MacCormack, and Robert Lagerström. "Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications." Proceedings of the Hawaii International Conference on System Sciences 52nd (2019): 5827–5836.
The Value of Descriptive Analytics: Evidence from Online Retailers - Marketing Science
Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic difference-in-differences method to analyze the staggered adoption of a retail analytics dashboard by more than 1,500 e-commerce websites, and we... View Details
- August 2018 (Revised September 2018)
- Supplement
Predicting Purchasing Behavior at PriceMart (B)
By: Srikant M. Datar and Caitlin N. Bowler
Supplements the (A) case. In this case, Wehunt and Morse are concerned about the logistic regression model overfitting to the training data, so they explore two methods for reducing the sensitivity of the model to the data by regularizing the coefficients of the... View Details
Keywords: Data Science; Analytics and Data Science; Analysis; Customers; Household; Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (B)." Harvard Business School Supplement 119-026, August 2018. (Revised September 2018.)
- September 2013 (Revised November 2015)
- Case
Living Proof: Are We a Technology Company or a Beauty Company?
By: Willy Shih
Jon Flint came up with the idea of a science-based beauty company while talking with his hairdresser about the problems with typical hair and skin care products. Together with a small team that included Professor Robert Langer of MIT, he committed to assemble a team... View Details
Keywords: Hair Care; Personal Care; Science-based; R＆D; Innovation and Invention; Innovation and Management; Innovation Leadership; Innovation Strategy; Technological Innovation; Marketing; Marketing Strategy; Product Marketing; Product Positioning; Science-Based Business; Business Strategy; Commercialization; Corporate Strategy; Technology Platform; Expansion; Beauty and Cosmetics Industry; United States; Boston; Cambridge
Shih, Willy. "Living Proof: Are We a Technology Company or a Beauty Company?" Harvard Business School Case 614-013, September 2013. (Revised November 2015.)
- 17 Dec 2015
- News
Applying Strategy Concepts In Innovative Ways Through Technology
Casadesus-Masanell, Herman C. Krannert Professor of Business Administration, and Gaston Llanes, associate professor at the School of Business of the Catholic University of Chile, with help from HBS’s Educational View Details
- August 2018 (Revised September 2018)
- Case
Predicting Purchasing Behavior at PriceMart (A)
By: Srikant M. Datar and Caitlin N. Bowler
This case follows VP of Marketing, Jill Wehunt, and analyst Mark Morse as they tackle a predictive analytics project to increase sales in the Mom & Baby unit of a nationally recognized retailer, PriceMart. Wehunt observed that in the midst of the chaos that surrounded... View Details
Keywords: Data Science; Analytics and Data Science; Analysis; Consumer Behavior; Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "Predicting Purchasing Behavior at PriceMart (A)." Harvard Business School Case 119-025, August 2018. (Revised September 2018.)
- 17 Jun 2019
- Blog Post
Why I Would Have Applied to the MS/MBA Biotechnology: Life Sciences Program
immense potential that sit at the intersection of life sciences and business. After studying Chemical Engineering and Finance at Penn, I worked... View Details
- 19 Oct 2016
- News
Science shows Wikipedia is the best part of the Internet
- 01 Feb 2002
- News
As the Future Catches You
Life Science Project at HBS, believes that the future will be defined by the genomic revolution and that world history today is at a fundamental turning point. Combined with advances View Details
- 01 Dec 2003
- News
The Next Big Thing
research and commercialization of biotechnology and biomedicine, the life sciences’ core activities? And what steps must be taken to maintain preeminence? In a keynote... View Details
- Article
Regulatory, Legal, and Market Aspects of Smart Wearables for Cardiac Monitoring
By: Jan Benedikt Brönneke, Jennifer Müller, Konstantinos Mouratis, Julia Hagen and Ariel Dora Stern
In the area of cardiac monitoring, the use of digitally driven technologies is on the rise. While the development of medical products is advancing rapidly, allowing for new use-cases in cardiac monitoring and other areas, regulatory and legal requirements that govern... View Details
Keywords: Wearables; Regulatory Changes; Medical Technology; Medical Devices; Market Access; Market Entry and Exit; Information Technology; Health Care and Treatment; Governing Rules, Regulations, and Reforms; United States; Germany; Belgium
Brönneke, Jan Benedikt, Jennifer Müller, Konstantinos Mouratis, Julia Hagen, and Ariel Dora Stern. "Regulatory, Legal, and Market Aspects of Smart Wearables for Cardiac Monitoring." Art. 4937. Sensors 21, no. 14 (July 2021).
- June 2022 (Revised January 2025)
- Technical Note
Causal Inference
This note provides an overview of causal inference for an introductory data science course. First, the note discusses observational studies and confounding variables. Next the note describes how randomized experiments can be used to account for the effect of... View Details
Keywords: Causal Inference; Causality; Experiment; Experimental Design; Data Science; Analytics and Data Science
Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Causal Inference." Harvard Business School Technical Note 622-111, June 2022. (Revised January 2025.)
- 2017
- Chapter
Entrepreneurship, Policy, and the Geography of Wind Energy
By: Geoffrey Jones
This study examines the geography of the global wind energy industry before 2000. Between 1980 and 2000, the global generating capacity of wind power grew from 13 megawatts to 17,400 megawatts, but two-thirds of that capacity was in Denmark, Germany, Spain, and the... View Details
Keywords: Wind Power; Business And Government; Renewable Energy; Entrepreneurship; Geography; Business and Government Relations; Policy; Business History; Green Technology Industry; Green Technology Industry; Asia; Europe; United States
Jones, Geoffrey. "Entrepreneurship, Policy, and the Geography of Wind Energy." Chap. 12 in Green Capitalism? Business and the Environment in the Twentieth Century, edited by Hartmut Berghoff and Adam Rome, 206–231. Hagley Perspectives on Business and Culture. Philadelphia, PA: University of Pennsylvania Press, 2017.
Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality
The public release of Large Language Models (LLMs) has sparked tremendous interest in how humans will use Artificial Intelligence (AI) to accomplish a variety of tasks. In our study conducted with Boston Consulting Group, a global management consulting firm, we examine... View Details
- 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
- April 2023
- Technical Note
An Art & A Science: How to Apply Design Thinking to Data Science Challenges
By: Michael Parzen, Eddie Lin, Douglas Ng and Jessie Li
We hear it all the time as managers: “what is the data that backs up your decisions?” Even local mom-and-pop shops now have access to complex point-of-sale systems that can closely track sales and customer data. Social media influencers have turned into seven-figure... View Details
Parzen, Michael, Eddie Lin, Douglas Ng, and Jessie Li. "An Art & A Science: How to Apply Design Thinking to Data Science Challenges." Harvard Business School Technical Note 623-070, April 2023.
- 12 Feb 2025
- Blog Post
How Risk Can Be the Key to a Sustainable Future with Sophie Levin (MS/MBA: Engineering Sciences 2022
cell-cultured meat—especially in transforming industries like pet food. An environmental impact study found that pet food - with its high protein content - is responsible for 25-30% of the environmental impact of animal agriculture. What... View Details
- Article
Entrepreneurship in the Large Corporation: A Longitudinal Study of How Established Firms Create Breakthrough Inventions
By: Gautam Ahuja and Curba Morris Lampert
We present a model that explains how established firms create breakthrough inventions. We identify three organizational pathologies that inhibit breakthrough inventions: the familiarity trap—favoring the familiar; the maturity trap—favoring the mature;... View Details
Keywords: Radical Innovation; Organizational Learning; Technology; Strategy; Corporate Entrepreneurship; Business Processes; Innovation and Invention; Chemical Industry
Ahuja, Gautam, and Curba Morris Lampert. "Entrepreneurship in the Large Corporation: A Longitudinal Study of How Established Firms Create Breakthrough Inventions." Special Issue on Strategic Entrepreneurship: Entrepreneurial Strategies for Wealth Creation. Strategic Management Journal 22, nos. 6-7 (June–July 2001): 521–543.