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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
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    • 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

Are There Bank Effects in Borrowers' Costs of Funds? Evidence from a Matched Sample of Borrowers and Banks

Authors
R. Glenn Hubbard, Kenneth Kuttner, and Darius Palia
Date
October 1, 2002
Format
Journal Article
Journal
Journal of Business

We use a matched sample of individual loans, borrowers, and banks to investigate the effect of banks' financial health on the cost of loans, controlling for borrower risk and information costs. Our principal finding is that low-capital banks tend to charge higher loan rates than well-capitalized banks. This effect is primarily associated with firms for which information costs are likely to be important, and, when borrowing from weak banks, these firms tend to hold more cash.

Read More about Are There Bank Effects in Borrowers' Costs of Funds? Evidence from a Matched Sample of Borrowers and Banks

What Matters in Company Valuation: Earnings, Residual Earnings, Dividends? Theory and Evidence

Authors
Stephen Penman
Date
September 24, 2002
Format
Lecture

The earnings—or rather losses—reported during the bubble were a good predictor of outcomes for dot.com firms. But are earnings the fundamental on which we should focus? The title of my talk suggests dividends as an alternative. Some analysts focus on cash flows, distrusting earnings. In the last ten years, alternative concepts like "comprehensive income," "residual income," and "abnormal earnings" have been advanced. There have been more references to book value. In addition to the profusion of new age techniques, an increasing number of fundamental attributes have been advanced.

Read More about What Matters in Company Valuation: Earnings, Residual Earnings, Dividends? Theory and Evidence

Integration of Unemployment Insurance with Retirement Insurance

Authors
Joseph Stiglitz and Jungyoll Yun
Date
September 1, 2002
Format
Lecture

This paper analyzes a social insurance system that integrates unemployment insurance with a pension program, allowing workers to borrow against their future wage income to finance consumption during an unemployment episode and thus improving search incentives while reducing the risks arising from unemployment. This paper identifies the conditions under which integration improves welfare and the factors which determine the optimal degree of integration.

Read More about Integration of Unemployment Insurance with Retirement Insurance

Nonlinear Filtering of Stochastic Differential Equations with Jumps

Authors
Michael Johannes, Nicholas Polson, and Jonathan Stroud
Date
September 1, 2002
Format
Working Paper

In this paper, we develop an approach for filtering state variables in the setting of continuous-time jump-diffusion models. Our method computes the filtering distribution of latent state variables conditional only on discretely observed observations in a manner consistent with the underlying continuous-time process. The algorithm is a combination of particle filtering methods and the "filling-in-the-missing-data" estimators which have recently become popular. We provide simulation evidence to verify that our method provides accurate inference.

Read More about Nonlinear Filtering of Stochastic Differential Equations with Jumps

Linking Customer Assets to Financial Performance

Authors
John Hogan, Donald Lehmann, Maria Merino, Rajendra Srivastava, Jacquelyn Thomas, and Peter Verhoef
Date
August 1, 2002
Format
Journal Article
Journal
Journal of Service Research

As more firms adopt a customer asset management approach to their business, it has become increasingly important to understand how customer management efforts relate to the financial performance of the firm. Of specific interest to shareholders is the relationship between traditional financial measures and customer-centric measures. The customer-centric measure that has received the most attention is customer lifetime value (CLV).

Read More about Linking Customer Assets to Financial Performance

Value and Prices of Intangible Assets: A Fundamental Point of View

Authors
Stephen Penman
Date
June 1, 2002
Format
Lecture

I focus on the valuation of the shares of a firm that has intangible assets. As most firms have some form of intangible asset that is not on the balance sheet, my talk deals with the general principles of vaulation when balance sheets are imperfect.

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Some Thoughts on the Intellectual Foundations of Accounting

Authors
J. Demski, J. Fellingham, Jonathan Glover, Y. Ijiri, P. Liang, and S, Sunder
Date
June 1, 2002
Format
Journal Article
Journal
Accounting Horizons

We report on a panel discussion at the 2001 CMU Accounting MiniConference under the title "Intellectual Foundations of Accounting." We provide a background and the motivation for the discussion and present the remarks by the four panelists. A number of perspectives are taken. Professor Sunder emphasizes dualities in accounting. Professor Demski stresses the endogeneity of accounting measurement activities. Professor Fellingham examines the core and superstructure of accounting. Professor Ijiri observes the microcosmos in accounting and its philosophical connection.

Read More about Some Thoughts on the Intellectual Foundations of Accounting

Managerial Actions, Stock Returns, and Earnings: The Case of Business-to-Business Internet Firms

Authors
Shivaram Rajgopal, Mohan Venkatachalam, and Suresh Kotha
Date
May 1, 2002
Format
Journal Article
Journal
Journal of Accounting Research

In this study we investigate the valuation implications of managerial actions undertaken by 57 Internet firms engaged in Business-to-Business (B2B) e-commerce.

Read More about Managerial Actions, Stock Returns, and Earnings: The Case of Business-to-Business Internet Firms

Predicting Equity Liquidity

Authors
William Breen, Laurie Simon Hodrick, and Robert Korajczyk
Date
April 1, 2002
Format
Journal Article
Journal
Management Science

In this paper we develop a measure of liquidity, price impact, which quantifies the change in a firm's stock price associated with its observed trading volume. For a large set of institutional trades we compare out-of-sample, characteristic-based estimates of price impact to actual price impacts.

Read More about Predicting Equity Liquidity

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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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