Optimism - Publications - Faculty & Research - Harvard Business School

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October 2014
Article

The Promise of Positive Optimal Taxation: Normative Diversity and a Role for Equal Sacrifice

By: Matthew Weinzierl

A prominent assumption in modern optimal tax research is that the objective of taxation is Utilitarian. I present new survey evidence that most people disagree with this assumption, preferring tax policies based at least in part on a classic alternative objective: the... View Details

Keywords: Taxation; Theory

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2020
Article

Fast Exact Matrix Completion: A Unified Optimization Framework for Matrix Completion

By: Dimitris Bertsimas and Michael Lingzhi Li

We formulate the problem of matrix completion with and without side information as a non-convex optimization problem. We design fastImpute based on non-convex gradient descent and show it converges to a global minimum that is guaranteed to recover closely the... View Details

Keywords: Mathematical Methods

Article

Optimal Investment, Monitoring, and the Staging of Venture Capital

By: Paul A. Gompers

Keywords: Investment; Venture Capital

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31 Mar 2023
News

What Is the Optimal Pattern of a Customer Journey?

Forthcoming
Article

Catching Outliers: Committee Voting and the Limits of Consensus When Financing Innovation

By: Andrey Malenko, Ramana Nanda, Matthew Rhodes-Kropf and Savitar Sundaresan

We document that investment committees of major VCs use a voting rule where one partner `championing' an early-stage investment is sufficient to invest. Their stated reason for this rule is to `catch outliers'. The same VCs use a more conventional `majority' rule for... View Details

Keywords: Optimal Voting Rules; Innovation and Invention; Venture Capital; Investment; Decision Making; Voting

January 1992
Teaching Note

Note on the Theory of Optimal Capital Structure TN

By: William E. Fruhan Jr.

Teaching Note for (9-279-069). View Details

Article

A Note on the Progressivity of Optimal Public Expenditures

By: Jerry R. Green and Eytan Sheshinski

December 1984
Article

An Approach for Developing an Optimal Discount Pricing Policy

By: R. Lal and Richard Staelin

Keywords: Price; Policy

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24 Aug 2012
Working Paper Summaries

Equalizing Outcomes vs. Equalizing Opportunities: Optimal Taxation when Children’s Abilities Depend on Parents’ Resources

Keywords: by Alexander Gelber & Matthew Weinzierl

January 2011
Supplement

AIC Netbooks: Optimizing Product Assembly, Faculty Spreadsheet Supplement (Brief Case)

By: Steven C. Wheelwright and Sunru Yong

Keywords: Production Management; Management; Production

19 Jan 2013
News

Is All This Stock Market Optimism a Red Flag?

April 2001
Article

Optimal Portfolio Choice for Long-Horizon Investors with Nontradable Labor Income

By: Luis M. Viceira

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2010
Working Paper

Optimal Auction Design and Equilibrium Selection in Sponsored Search Auctions

By: Benjamin Edelman and Michael Schwarz

11 Dec 2015
News

Analytics in Online Flash Sales: Demand Forecasting and Price Optimization

October 2013
Article

How Much to Make and How Much to Buy? An Analysis of Optimal Plural Sourcing Strategies

By: Phanish Puranam, Ranjay Gulati and Sourav Bhattacharya

While many theories of the firm seek to explain when firms make rather than buy, in practice, firms often make and buy the same input—they engage in plural sourcing. We argue that explaining the mix of external procurement and internal sourcing for the same input... View Details

Keywords: Supply Chain; Forecasting and Prediction; Framework; Prejudice and Bias; Mathematical Methods

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2020
Working Paper

Targeting for Long-Term Outcomes

By: Jeremy Yang, Dean Eckles, Paramveer Dhillon and Sinan Aral

Decision makers often want to target interventions so as to maximize an outcome that is observed only in the long term. This typically requires delaying decisions until the outcome is observed or relying on simple short-term proxies for the long-term outcome. Here we... View Details

Keywords: Targeted Marketing; Optimization; Churn Management; Marketing; Customer Relationship Management; Policy; Learning; Outcome or Result

September 23, 2021
Article

How to Build a Life: Hope Is Better Than Optimism

By: Arthur C. Brooks

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2012
Book

Enterprise Analytics: Optimize Performance, Process, and Decisions Through Big Data

By: Thomas H. Davenport

This book, an edited collection of research papers from the International Institute of Analytics, addresses a wide variety of key topics in managing business analytics and big data at the enterprise level. It includes key applications of analytics, human and... View Details

Keywords: Business Analytics; Big Data; Business or Company Management; Analytics and Data Science; Management Practices and Processes; Mathematical Methods; Information Management

April 2009
Supplement

Supply Chain Optimization at Hugo Boss (B) - The M-Ratio

By: Ananth Raman, Nicole DeHoratius and Zahra Kanji

We evaluate the impact of a supply chain pilot implemented at Hugo Boss. This pilot entailed altering the way in which Hugo Boss orders from its suppliers. We explore the challenge of assessing the impact of supply chain change, the link between operational performance... View Details

Keywords: Supply Chain; Performance Evaluation; Problems and Challenges; Sales; Change; Valuation; Consumer Products Industry

A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing... View Details

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