Publications

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

SSRN

February 1979
Background Note

Note on the Theory of Optimal Capital Structure

By: William E. Fruhan Jr.

Examines the interrelationship between the maximization of the share value of a firm's common stock and the minimization of the firm's weighted average cost of capital. Presents a revised version of a case by J.W. Mullins, Jr. View Details

Keywords: Capital Structure; Cost of Capital; Stock Shares; Core Relationships; Value

Educators

Article

De Gustibus non est Taxandum: Heterogeneity in Preferences and Optimal Redistribution

By: Benjamin B Lockwood and Matthew Weinzierl

The prominent but unproven intuition that preference heterogeneity reduces redistribution in a standard optimal tax model is shown to hold under the plausible condition that the distribution of preferences for consumption relative to leisure rises, in terms of... View Details

Keywords: Motivation and Incentives; Income; Decision Choices and Conditions; Consumer Behavior; Taxation; Microeconomics; Macroeconomics

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

April 2001
Article

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

By: Luis M. Viceira

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

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

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

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

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

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

19 Jan 2013
News

Is All This Stock Market Optimism a Red Flag?

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

15 Dec 2020
Working Paper Summaries

Designing, Not Checking, for Policy Robustness: An Example with Optimal Taxation

Keywords: by Benjami Lockwood, Afras Y. Sial, and Matthew C. Weinzierl

Research Summary

Optimal Signaling Policy with Rational and Irrational Agents (with James Burns)

We examine situations in which a single informed agent signals a group of uniformed agents. The uniformed agents must then take an action based on this signal. The motivation for our work comes from real world examples such as terrorist alerts or job safety... View Details

Article

Experience Curves and Dynamic Demand Models: Implications for Optimal Pricing Strategies

By: Robert J. Dolan