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Research Lab

Program for Financial Studies

The PFS encourages the creation, translation, and dissemination of research from cross-disciplinary faculty members by hosting faculty research talks; coordinating access to computing and data resources; providing research support and assistance to affiliated faculty; disseminating research to the broader community through the PFS Newsletter; and overseeing fellowships and grants.

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PFS Research Lab

  • PFS Research Lab
    • Research
    • Affiliated Faculty
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Educating the Next Generation of Industry Leaders

The MSFE educates the next generation of industry leaders, ready to apply their quantitative training to solve real-world problems in the finance industry. Together, the research and educational missions of the PFS allow us to foster important interactions with industry partners, involving both the sharing of research & ideas, as well as student recruitment.

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Our Research

Lessons from the National Banking Era Financial Crises in the U.S.

Authors
Lori Yue
Date
January 1, 2017
Format
Chapter
Book
Tsinghua Financial Review
Read More about Lessons from the National Banking Era Financial Crises in the U.S.

Asset Ownership and Incentives in Early Shareholder Capitalism: Liverpool Shipping in the Eighteenth Century

Authors
Brian S. Silverman and Paul Ingram
Date
January 1, 2017
Format
Journal Article
Journal
Strategic Management Journal

We explore captain-ownership and vessel performance in eighteenth-century transatlantic shipping. Although contingent compensation often aligned incentives between captains and ship owners, one difficult-to-contract hazard was threat of capture during wartime. We exploit variation across time and routes to study the relationship between capture threat and captain-ownership. Vessels were more likely to have captain-owners when undertaking wartime voyages on routes susceptible to privateers.

Read More about Asset Ownership and Incentives in Early Shareholder Capitalism: Liverpool Shipping in the Eighteenth Century

Estimating Informational Frictions in Sticky Relationships

Authors
Olivier Darmouni
Date
December 10, 2016
Format
Working Paper

This paper introduces a novel empirical approach to estimate the effects of an informational friction limiting the reallocation of credit after a shock to banks. Because lenders rely on private information when deciding which relationship to end, borrowers looking for a new lender are adversely selected. I show how to identify private information separately from information common to all lenders, but unobservable to the econometrician, by using bank shocks within a discrete-choice model of relationships. Applying this approach to the U.S.

Read More about Estimating Informational Frictions in Sticky Relationships

Do institutional incentives distort asset prices?

Authors
Anton Lines
Date
November 25, 2016
Format
Working Paper

The incentive contracts of delegated investment managers may have unintended negative consequences for asset prices. I show that managers who are compensated for relative performance optimally shift their portfolio weights towards those of the benchmark when volatility rises, putting downward price pressure on overweight stocks and upward pressure on underweight stocks. In quarters when volatility rises most (top quintile), a portfolio of aggregate-underweight minus aggregate-overweight stocks returns 3% to 8% per quarter depending on the risk adjustment.

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Optimal Dynamic Contracts with Moral Hazard and Costly Monitoring

Authors
Tomasz Piskorski and Mark Westerfield
Date
November 1, 2016
Format
Journal Article
Journal
Journal of Economic Theory

We introduce a tractable dynamic monitoring technology into a continuous-time moral hazard problem and study the optimal long-term contract between principal and agent. Monitoring adds value by allowing the principal to reduce the intensity of performance-based incentives, reducing the likelihood of costly termination. We present a novel characterization of optimal dynamic incentive provision when performance-based incentives may decline continuously to zero. Termination happens in equilibrium only if its costs are relatively low.

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General observations on activism, economics and the macroeconomic environment

Authors
Michael Weinberg
Date
October 14, 2016
Format
Newspaper/Magazine Article
Publication
AIMA Journal

We would like to share some of our general observations on activism, economics and the macro environment.

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Expectations-Based Reference-Dependent Preferences and Asset Pricing

Authors
Michaela Pagel
Date
April 1, 2016
Format
Journal Article
Journal
Journal of the European Economic Association

This paper explores the quantitative asset-pricing implications of expectations-based reference-dependent preferences, as introduced by Koszegi and Rabin, in an otherwise traditional Lucas-tree m model. I find that the model easily succeeds in matching the historical equity premium and its variability when the preference parameters are calibrated in line with micro evidence. The equity premium is high because expectations-based loss aversion makes uncertain fluctuations in consumption more painful.

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A Rational Theory of Mutual Funds Attention Allocation

Authors
Marcin Kacperczyk, Stijn Van Nieuwerburgh, and Laura Veldkamp
Date
March 21, 2016
Format
Journal Article
Journal
Econometrica

The literature assessing whether mutual fund managers have skill typically regards market timing or stock picking skills as immutable attributes of a manager or fund. Yet, measures of these skills appear to vary over the business cycle. This paper offers a rational explanation, arguing that timing and picking are tasks. A skilled manager can choose how much of each task to attend to. Using tools from the rational inattention literature, we show that in booms, a manger should pick stocks and in recessions, he should pay more attention to his market timing.

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Conservatism as a Defining Principle for Accounting

Authors
Stephen Penman
Date
January 1, 2016
Format
Journal Article
Journal
The Japanese Accounting Review

The removal of “conservatism” as a qualitative characteristic from the Conceptual Framework of the IFRS has met with considerable resistance. This paper argues that conservatism has a role in accounting, but not as a qualitative characteristic. Rather, it serves as a defining principle for how accounting is to be done. It is thus central to resolving “recognition” and “measurement” issues in the Conceptual Framework, issues that determine what actually goes into the balance sheet and income statement but issues on which the Framework is particularly weak.

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Databases

The Program for Financial Studies funds and supports the following databases:

  1. S&P Global Corporate Transcripts
  2. Thomson Reuters news article database

Past funded databases

  1. Burning Glass Technologies data set
  2. Economatica in conjunction with Watson Library and the Finance and Economics department
  3. SNL Financial Database in conjunction with Dean's office and Watson Library
  4. Markit CDS database licensed for data integration project, in partnership with Watson Library
  5. Lipper eMAXX corporate bond database

Grants

Norges Bank Investment Management

Dates: January 1, 2018 - June 30, 2022

Coordinated by Program for Financial Studies Academic Board Member and current Senior Vice Dean, Charles Jones, Norges Bank has awarded Columbia Business School a 3-year international study of the effect of technological and regulatory changes, across equity and fixed income markets, in both the US and Europe, on market transparency. Technological and business innovations are changing the ability of market participants to observe information about the trading process, and planned regulatory changes in both the US and Europe will significantly change the information available to traders. The main goal is to identify the effects of these various regulatory changes and innovations on market quality and liquidity, and to provide guidance to policymakers and market participants on how to improve market design.

Transparency: At What Speed and Cost? One-day market structure conference hosted on June 14, 2018 in NYC bringing together academics, regulators and practitioners. A second U.S.-based conference was hosted on October 29, 2021 virtually.

NETSPAR

Dates: 2011 - 2014

The Network for Studies on Pensions, Aging and Retirement (NETSPAR) has awarded a competitive three-year international grant to a group of researchers at Columbia Business School. Coordinated by Program for Financial Studies Academic Board Member Andrew Ang and also involving professors Geert Bekaert, Robert Hodrick, Morten Sorensen, and Steve Zeldes, the research agenda is “Aspects of Long Horizon, Illiquidity, and Non-Linear Tail Risk for Portfolio Strategies.” This research exemplifies the link between theory and practice, advancing academic scholarship with direct and significant policy implications in the areas of asset pricing, asset allocation, risk management, and pension valuation and design.

Newsletters

View all of the Program for Financial Studies Newsletters below.

Past Newsletters

  • Summer 2023
  • Fall 2022
  • Spring 2022
  • Fall 2021
  • Fall 2020
  • Summer 2020
  • Fall 2019
  • Summer 2019
  • Fall 2018

Affiliated Faculty

Faculty members receiving research support from the Program for Financial Studies include the professors listed alphabetically below. Please click on any profile to access information about each individual’s research interests, courses taught, publications, and awards.

Photo of Professor Mark Broadie

Mark Broadie

Carson Family Professor of Business
Decision, Risk, and Operations Division
Academic Advisory Board Member
Program for Financial Studies
Chair of Decision, Risk, and Operations
Decision, Risk, and Operations Division
Columbia Business School

Charles Calomiris

Henry Kaufman Professor Emeritus of Financial Institutions in the Faculty of Business and Professor Emeritus of International and Public Affairs
Finance Division
A headshot of Kent Daniel

Kent Daniel

Jean-Marie Eveillard/First Eagle Investment Management Professor of Business
Finance Division
Paul Glassermann

Paul Glasserman

Jack R. Anderson Professor of Business
Decision, Risk, and Operations Division
Lawrence Glosten

Lawrence Glosten

S. Sloan Colt Professor Emeritus of Banking and International Finance in the Faculty of Business
Finance Division
Trevor Harris

Trevor Harris

Arthur J. Samberg Professor Emeritus of Professional Practice
Accounting Division
Geoffrey Heal, Donald C. Waite III Professor of Social Enterprise

Geoffrey Heal

Donald C. Waite III Professor Emeritus of Social Enterprise in the Faculty of Business
Economics Division
Bernstein Faculty Leader
Bernstein Center for Leadership and Ethics
Harry Mamaysky

Harry Mamaysky

Professor of Professional Practice in the Faculty of Business
Finance Division
Faculty Director
Program for Financial Studies
Columbia Business School

Laurie Simon Hodrick

A. Barton Hepburn Professor Emerita of Economics in the Faculty of Business
Finance Division
Columbia Business School

Robert Hodrick

Nomura Professor Emeritus of International Finance
Finance Division
Suresh Sundaresan

M. Suresh Sundaresan

Robert W. Lear Professor of Finance and Economics
Finance Division
Paul Tetlock

Paul Tetlock

Alexandra Morgan Ciardi Professor of Finance and Economics
Finance Division
Senior Vice Dean for Curriculum and Programs
Dean's Office

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