Publications

Educators

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

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

12 Feb 2008
First Look

First Look: February 12, 2007

but all share a belief in the importance of understanding change over time. Publisher's site: http://www.oup.com/us/catalog/general/subject/Business/History/ The Effect of Macro Information Environment Change on the Quality of Management Earnings View Details

Keywords: Martha Lagace

2017
Working Paper

Learning by Doing: The Value of Experience and the Origins of Skill for Mutual Fund Managers

By: Elisabeth Kempf, Alberto Manconi and Oliver Spalt

Learning by doing matters for professional investors. We develop a new methodology to show that mutual fund managers outperform in industries where they have obtained experience on the job. The key to our identification strategy is that we look "inside" funds and... View Details

Keywords: Fund Managers; Experience and Expertise; Performance; Forecasting and Prediction

SSRN

2016
Chapter

Return Predictability in the Treasury Market: Real Rates, Inflation, and Liquidity

By: Carolin E. Pflueger and Luis M. Viceira

Keywords: Investment Return; Bonds; Forecasting and Prediction; Inflation and Deflation

April 2008
Case

Four Products: Predicting Diffusion (2008)

By: John T. Gourville

An updated "Four Products" case. This 2008 version includes: sliced peanut butter, foldable bicycle tires, high-end wooden puzzles, and artificial dirt for thoroughbred race tracks. These four products form the basis to assess the drivers of new product adoption. In... View Details

Keywords: Forecasting and Prediction; Innovation and Invention; Product Marketing; Demand and Consumers; Adoption

Educators

2005
Working Paper

Investor Sentiment and the Cross-Section of Stock Returns

By: Malcolm Baker and Jeffrey Wurgler

We examine how investor sentiment affects the cross-section of stock returns. Theory predicts that a broad wave of sentiment will disproportionately affect stocks whose valuations are highly subjective and are difficult to arbitrage. We test this prediction by studying... View Details

Keywords: Investment Return; Behavioral Finance; Stocks; Theory; Forecasting and Prediction

Article

The Allure of Unknown Outcomes: Exploring the Role of Uncertainty in the Preference for Potential

By: Daniella Kupor, Zakary L. Tormala and Michael I. Norton

Influence practitioners often highlight a target's achievements (e.g., "she is the city's top-rated chef"), but recent research reveals that highlighting a target's potential (e.g., "she could become the city's top-rated chef") can be more effective. We examine whether... View Details

Keywords: Risk and Uncertainty; Forecasting and Prediction; Performance Evaluation

01 Jan 1977
Conference Presentation

Short Term Natural Gas Consumption Forecasts: Optimal Use of National Weather Service Data

By: James K. Sebenius and Richard Lehman

Keywords: Forecasting and Prediction; Research; Business and Government Relations; Energy Industry

1989
Chapter

The Future Evolution of the Central Office Switching Industry

By: Jerry A. Hausman and Elon Kohlberg

Keywords: Innovation and Invention; Communication Technology; Forecasting and Prediction; Telecommunications Industry

2023
Working Paper

'De Gustibus' and Disputes about Reference Dependence

By: Thomas Graeber, Pol Campos-Mercade, Lorenz Goette, Alexandre Kellogg and Charles Sprenger

Existing tests of reference-dependent preferences assume universal loss aversion. This paper examines the implications of heterogeneity in gain-loss attitudes for such tests. In experiments on labor supply and exchange behavior we measure gain-loss attitudes and then... View Details

Keywords: Behavioral Economics; Decision Choices and Conditions; Forecasting and Prediction

Editorial

The Power of Precise Predictions

By: Philip E. Tetlock and J. Peter Scoblic

Keywords: Politics; Foreign Policy; Forecasting and Prediction; Globalization; Policy; Government and Politics

2011
Chapter

Prospective Codes Fufilled: A Potential Neural Mechanism of Will

By: Thalia Wheatley and Christine E. Looser

One of my few shortcomings is that I can’t predict the future.
Lars Ulrich, Metallica.

Lars Ulrich was right and wrong. He was right in the way we most often think about the future—as a long stretch of time during which multiply... View Details

Keywords: Free Will; Neuroscience; Responsibility; Prospection; Forecasting and Prediction; Science; Cognition and Thinking

March 1996
Case

African Communications Group

Describes the opportunities that confront the African Communications Group, an entrepreneurial organization that plans to introduce a wireless pay-phone system in Tanzania. Provides a foundation for the analysis of value creation and of value capture. The possibility... View Details

Keywords: Value Creation; Competition; Entrepreneurship; Forecasting and Prediction; Wireless Technology; Telecommunications Industry; Tanzania

Educators

22 Aug 2006
First Look

First Look: August 22, 2006

countries I study, French civil law countries had, on average, stronger creditor rights that common law countries. Managing Functional Biases in Organizational Forecasts Authors:Rogelio Oliva and Noel Watson Periodical:Foresight:... View Details

Keywords: Martha Lagace

Article

Learning and Equilibrium as Useful Approximations: Accuracy of Prediction on Randomly Selected Constant Sum Games

By: Ido Erev, Alvin E. Roth, R. Slonim and Greg Barron

Keywords: Learning; Forecasting and Prediction; Outcome or Result