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- Faculty Publications (95)
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- All HBS Web (214)
- Faculty Publications (95)
- 11 Mar 2008
- First Look
First Look: March 11, 2008
at Columbia University, which they had covered together, as all were alumni. They were commiserating about having to submit revised forecasts to their division heads by the end of the week. Alec Hastings, head of Global Institutional...
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Martha Lagace
- Article
Towards Robust and Reliable Algorithmic Recourse
By: Sohini Upadhyay, Shalmali Joshi and Himabindu Lakkaraju
As predictive models are increasingly being deployed in high-stakes decision making (e.g., loan
approvals), there has been growing interest in post-hoc techniques which provide recourse to affected
individuals. These techniques generate recourses under the assumption...
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Keywords:
Machine Learning Models;
Algorithmic Recourse;
Decision Making;
Forecasting and Prediction
Upadhyay, Sohini, Shalmali Joshi, and Himabindu Lakkaraju. "Towards Robust and Reliable Algorithmic Recourse." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
- Web
Financial Accounting Online Course | HBS Online
FAQs Enroll Now Key Concepts Discover how balance sheets, income statements, and cash flow statements are developed and how each interact Evaluate the financial health of a business using financial statements Understand GAAP and IFRS...
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- 2010
- Article
The Ethical Mirage: A Temporal Explanation as to Why We Are Not as Ethical as We Think We Are
By: A. E. Tenbrunsel, K. Diekmann, K A. Wade-Benzoni and Max Bazerman
This paper explores the biased perceptions that people hold of their own ethicality. We argue that the temporal trichotomy of prediction, action and recollection is central to these misperceptions: People predict that they will behave more ethically than they actually...
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Keywords:
Forecasting and Prediction;
Values and Beliefs;
Framework;
Research;
Behavior;
Cognition and Thinking;
Perception;
Prejudice and Bias
Tenbrunsel, A. E., K. Diekmann, K A. Wade-Benzoni, and Max Bazerman. "The Ethical Mirage: A Temporal Explanation as to Why We Are Not as Ethical as We Think We Are." Research in Organizational Behavior 30 (2010): 153–173.
- August 2018 (Revised September 2018)
- Supplement
LendingClub (C): Gradient Boosting & Payoff Matrix
By: Srikant M. Datar and Caitlin N. Bowler
This case builds directly on the LendingClub (A) and (B) cases. In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default...
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Keywords:
Data Analytics;
Data Science;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (C): Gradient Boosting & Payoff Matrix." Harvard Business School Supplement 119-022, August 2018. (Revised September 2018.)
- 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...
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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.)
- 10 Dec 2013
- First Look
First Look: December 10
interaction between analysts and managers on conference calls. The evidence suggests that private interaction with management is an important communication channel for analysts for reasons other than firm-specific forecasting news. ...
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Sean Silverthorne
- 12 Dec 2023
- Blog Post
Bridging Science and Business: My Summer Internship at Eli Lilly
short of transformative. Far from your garden-variety "search and evaluate" teams common in Big Pharma, our team operated on a more expansive playbook. We had the exhilarating task of not only evaluating opportunities from companies...
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- 15 Apr 2014
- First Look
First Look: April 15
between firms' CSR ratings and analysts' forecast errors, indicating that learning is unlikely to account for the observed shifts in recommendations. Publisher's link: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1507874 August 2013...
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Sean Silverthorne
- Web
Finance - Faculty & Research
research is needed to evaluate the purported benefits of PE investments, such as funding new technologies, medical equipment, or other innovative treatments for patients. A rigorous understanding of both drawbacks and potential benefits...
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- Web
Business & Environment - Faculty & Research
quantitative implications match a range of moments not targeted in the estimation quite well. We then characterize the optimal policy path implied by the model and our estimates. Optimal policy makes heavy use of research subsidies as well as carbon taxes. We use the...
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- Web
Entrepreneurship - Faculty & Research
the illiterate accrue only on the business margin and are accompanied by adverse educational outcomes for children. As a result, treatment lowers relative educational mobility. In a forecasting exercise, we find that earnings gains for...
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- 01 Dec 2023
- News
Thinking Ahead
20-person team when your venture is pre-revenue is not impressive; it could be worrisome.” While the forecast is far from sunny, entrepreneurs are still raising funds, Austin notes—and plenty is still possible with little to no financial...
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- 01 Mar 2016
- First Look
March 1, 2016
credit-market sentiment in year t – 2 also forecasts a change in the composition of external finance: net debt issuance falls in year t, while net equity issuance increases, patterns consistent with the reversal in credit-market...
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Keywords:
Sean Silverthorne
- August 2018 (Revised September 2018)
- Case
LendingClub (A): Data Analytic Thinking (Abridged)
By: Srikant M. Datar and Caitlin N. Bowler
LendingClub was founded in 2006 as an alternative, peer-to-peer lending model to connect individual borrowers to individual investor-lenders through an online platform. Since 2014 the company has worked with institutional investors at scale. While the company assigns...
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Keywords:
Data Science;
Data Analytics;
Investing;
Loans;
Investment;
Financing and Loans;
Analytics and Data Science;
Analysis;
Forecasting and Prediction;
Business Model
Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (A): Data Analytic Thinking (Abridged)." Harvard Business School Case 119-020, August 2018. (Revised September 2018.)
- 26 Aug 2019
- Research & Ideas
Lipstick Tips: How Influencers Are Making Over Beauty Marketing
rising from an estimated $2 billion in 2017 to about $8 billion in 2019. One forecast shows that spending is expected to jump to $15 billion by 2022. In fact, beauty giant Estée Lauder revealed last week that the company is now spending...
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- 02 Mar 2012
- HBS Seminar
Joe Lassiter/Gordon Jones, Harvard Business School/Harvard University
- 2012
- Working Paper
~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation
Tagging is a free lunch in conventional optimal tax theory because it eases the classic tradeoff between efficiency and equality. But tagging is used in only limited ways in tax policy. I propose one explanation: conventional optimal tax theory has yet to capture the...
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Keywords:
Forecasting and Prediction;
Cost;
Framework;
Policy;
Taxation;
Analytics and Data Science;
Performance Efficiency;
United States
Weinzierl, Matthew. "~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation." Harvard Business School Working Paper, No. 12-064, January 2012. (Revised August 2012. NBER Working Paper Series, No. 18045, August 2012)
- Web
Topics - HBS Working Knowledge
Financial Reporting (7) Financial Statements (1) Financial Strategy (11) Financing and Loans (22) Food (12) For-Profit Firms (1) Forecasting and Prediction (26) Foreign Direct Investment (5) Forms of Communication (4) Framework (7) Game...
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- 06 Jun 2016
- Research & Ideas
Skills and Behaviors that Make Entrepreneurs Successful
understanding of the entrepreneurial leader. The program combines self-assessments of their skills and behaviors by entrepreneurs themselves with evaluations of them by peers, friends, and employees. Along the way the data is also...
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by HBS Working Knowledge