Publications

08 Jan 2008
First Look

First Look: January 8, 2008

PublicationsEstimating Demand Uncertainty Using Judgmental Forecasts Authors:Vishal Gaur, Saravanan Kesavan, Ananth Raman, and Marshall L. Fisher Periodical:Manufacturing and Service Operations Management 9, no. 4 (fall 2007) Abstract... View Details

Keywords: Martha Lagace

2023
Working Paper

Insufficiently Justified Disparate Impact: A New Criterion for Subgroup Fairness

By: Neil Menghani, Edward McFowland III and Daniel B. Neill

In this paper, we develop a new criterion, "insufficiently justified disparate impact" (IJDI), for assessing whether recommendations (binarized predictions) made by an algorithmic decision support tool are fair. Our novel, utility-based IJDI criterion evaluates false... View Details

Keywords: AI and Machine Learning; Forecasting and Prediction; Prejudice and Bias

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July 2005 (Revised June 2006)
Case

Ryanair Holdings plc

Examines the valuation of an Irish airline that reported its first decline in net income in 2004 and saw a 30% stock price drop on the news. Ryanair is a low-cost, low-fare airline headquartered in Dublin, Ireland, operating over 200 routes in 20 countries. The company... View Details

Keywords: Strategy; International Accounting; Analysis; Valuation; Air Transportation; Forecasting and Prediction; Finance; Air Transportation Industry; Dublin

11 Jan 2011
First Look

First Look: Jan. 11

Publication:Journal of Finance (forthcoming) Abstract We show that characteristics of stock issuers can be used to forecast important common factors in stocks' returns such as those associated with book-to-market, size, and industry.... View Details

Keywords: Sean Silverthorne

Article

Towards the Unification and Robustness of Perturbation and Gradient Based Explanations

By: Sushant Agarwal, Shahin Jabbari, Chirag Agarwal, Sohini Upadhyay, Steven Wu and Himabindu Lakkaraju

As machine learning black boxes are increasingly being deployed in critical domains such as healthcare and criminal justice, there has been a growing emphasis on developing techniques for explaining these black boxes in a post hoc manner. In this work, we analyze two... View Details

Keywords: Machine Learning; Black Box Explanations; Decision Making; Forecasting and Prediction; Information Technology

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July 1997
Teaching Note

First Year Marketing Module Summary: Evolution of Marketing TN

By: John A. Deighton

Describes the organization of a four- or five-case module that concludes the Marketing Management course in the First Year curriculum at Harvard Business School and offers a look to the future. Covers introductory remarks to students at the start of the module, some... View Details

Keywords: Forecasting and Prediction; Learning; Information; Marketing

13 Apr 2010
First Look

First Look: April 13

Interest Rates Author:Luis M. Viceira Publication:International Journal of Forecasting (forthcoming) Abstract This paper explores time variation in bond risk, as measured by the covariation of bond returns with stock returns and with... View Details

Keywords: Martha Lagace

2014
Working Paper

Visualizing and Measuring Software Portfolio Architectures: A Flexibility Analysis

By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack and David Dreyfus

In this paper, we test a method for visualizing and measuring software portfolio architectures and use our measures to predict the costs of architectural change. Our data is drawn from a biopharmaceutical company, comprising 407 architectural components with 1,157... View Details

Keywords: Design Structure Matrices; Software Architecture; Flexibility; Software Application Portfolio; Complexity; Applications and Software; Forecasting and Prediction

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January 1995
Background Note

A Note on Distribution of Venture Investments

By: Josh Lerner

Venture capitalists typically exit investments by distributing shares to investors. These transfers pose challenges for these investors. Predictions and evidence about the behavior of stock prices of firms around the time of these distributions are presented. View Details

Keywords: Forecasting and Prediction; Venture Capital; Stocks; Investment; Price

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March 2022
Case

Auto Mag (Abridged)

By: David E. Bell

A young HBS graduate purchases a publisher of specialty magazines that advertises second hand cars, boats, trucks, etc. The magazines carry photographs and a brief description of each article for sale. The company faces the problem of deciding on how many magazines to... View Details

Keywords: Distribution; Cost Management; Decision Choices and Conditions; Forecasting and Prediction

1995
Chapter

Alternative Models of Negotiated Outcomes and the Nontraditional Utility Concerns That Limit Their Predictability

By: S. B. White, M. H. Bazerman and M. A. Neale

Keywords: Negotiation; Outcome or Result; Forecasting and Prediction

February 2013
Article

Daily Horizons: Evidence of Narrow Bracketing in Judgments from 9,000 MBA Admission Interviews

By: U. Simonsohn and F. Gino

Many professionals, from auditors and lawyers, to clinical psychologists and journal editors, divide a continuous flow of judgments into subsets. College admissions interviewers, for instance, evaluate but a handful of applicants a day. We conjectured that in such... View Details

Keywords: Judgments; Forecasting and Prediction; Research

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November 1990 (Revised August 1996)
Background Note

Sampling and Statistical Inference

By: Arthur Schleifer Jr.

An introduction to sampling and statistical inference that covers the main concepts (confidence intervals, tests of statistical significance, choice of sample size) that are needed in making inferences about a population mean or percent. Includes discussion of problems... View Details

Keywords: Mathematical Methods; Forecasting and Prediction; Demographics

June 1999
Article

Projections onto Efficient Frontiers: Theoretical and Computational Extensions to DEA

By: F. Frei and P. Harker

Keywords: Mathematical Methods; Forecasting and Prediction; Theory

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May 1990
Background Note

Conjoint Analysis: A Manager's Guide

By: Robert J. Dolan

Presents a non-technical description of the conjoint analysis methodology. Discusses the process by which such a study is done and cites areas of application. View Details

Keywords: Marketing; Mathematical Methods; Forecasting and Prediction