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  • 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... View Details
Keywords: Martha Lagace
  • 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
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  • Web

Human Behavior & Decision-Making - Faculty & Research

assessments often have their biggest impact in facilitating those incremental improvements. Keywords: Forecasting and Prediction ; Performance Evaluation ; Sales Citation Read Now Related Cespedes, Frank V.... View Details
  • 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... View Details
Keywords: Machine Learning Models; Algorithmic Recourse; Decision Making; Forecasting and Prediction
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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... View Details
Keywords: Forecasting and Prediction; Values and Beliefs; Framework; Research; Behavior; Cognition and Thinking; Perception; Prejudice and Bias
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  • 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... View Details
Keywords: Data Analytics; Data Science; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction
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  • 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... View Details
  • 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.  ... View Details
Keywords: Sean Silverthorne
  • 01 Dec 2023
  • News

Thinking Ahead

As we wind down 2023, there’s talk everywhere of generative AI and how it will fundamentally alter the world as we know it; but how does that translate for your corner of the business world? Is TikTok something you need to take seriously? (Is it time to dance?) We... View Details
Keywords: Julia Hanna; Illustrations by Chris Gash; News, Library, Internet, and Other Services; Information
  • 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... View Details
Keywords: Sean Silverthorne
  • Web

Bridging Science and Business: My Summer Internship at Eli Lilly - MBA

Blog Blog MBA Voices Filter Results Arrow Down Arrow Up Read posts from Author Alumni Author Career and Professional Development Staff Author HBS Community Author HBS Faculty Author MBA Admissions Author MBA Students Topics Topics 1st Year (RC) 2+2 Program 2nd Year... View Details
  • 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... View Details
Keywords: Data Science; Data Analytics; Investing; Loans; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction; Business Model
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  • 2012
  • Working Paper

~Why Do We Redistribute so Much but Tag so Little? Normative Diversity, Equal Sacrifice and Optimal Taxation

By: Matthew Weinzierl
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... View Details
Keywords: Forecasting and Prediction; Cost; Framework; Policy; Taxation; Analytics and Data Science; Performance Efficiency; United States
Related
  • Web

Topics - HBS Working Knowledge

Financial Markets (22) 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... View Details
  • 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... View Details
Keywords: Sean Silverthorne
  • 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... View Details
Keywords: by Dina Gerdeman; Consumer Products; Beauty & Cosmetics
  • Web

Entrepreneurship - Faculty & Research

analyze whether mixed teams composed of migrants and locals generated distinct entrepreneurial ideas compared to teams composed only of locals during an experimental intervention involving a two-day idea-generation challenge. Examining detailed surveys, View Details
  • 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... View Details
Keywords: by HBS Working Knowledge
  • 02 Mar 2012
  • HBS Seminar

Joe Lassiter/Gordon Jones, Harvard Business School/Harvard University

  • Web

Online Finance & Accounting Courses | HBS Online

Evaluate environmental, social, and governance (ESG) factors, and learn how to incorporate them into investment decisions and measure and manage their impact. 6 weeks, 5 hrs/week Enroll by January 2 $1,850 Certificate Alternative... View Details