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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

Combining Earnings and Book Value in Equity Valuation

Authors
Stephen Penman
Date
January 1, 1998
Format
Journal Article
Journal
Contemporary Accounting Research

It is common to apply multipliers to both earnings and book value to calculate approximate equity values. However, applying a price-earnings multiplier or a price-to-book multiplier typically produces two valuations and the analyst is left with the question of how to combine them into one valuation. This paper calculates weights that combine the valuations and shows that these weights vary over the difference between earnings and book value, doing so systematically over time.

Read More about Combining Earnings and Book Value in Equity Valuation

A Comparison of Dividend, Cash Flow, and Earnings Approaches to Equity Valuation

Authors
Stephen Penman and Theodore Sougiannis
Date
January 1, 1998
Format
Journal Article
Journal
Contemporary Accounting Research

It is common to apply multipliers to both earnings and book value to calculate approximate equity values. However, applying a price-earnings multiplier or a price-to-book multiplier typically produces two valuations and the analyst is left with the question of how to combine them into one valuation. This paper calculates weights that combine the valuations and shows that these weights vary over the difference between earnings and book value, doing so systematically over time.

Read More about A Comparison of Dividend, Cash Flow, and Earnings Approaches to Equity Valuation

Discussion of 'Earnings Management and the Revelation Principle'

Authors
Amir Ziv
Date
January 1, 1998
Format
Journal Article
Journal
Review of Accounting Studies

Arya, Glover, and Sunder (AGS) contribute to the earnings management literature along two dimenstion. First, they classify existing explanations for earnings manipulation, based on the assumption of the revelation principle that is violated. Second, they introduce a model where allowing a manager to manipulate earnings serves as a commitment device. They show that both the owners and the manager can benefit from earnings management (a Pareto improvement). My discussion first deals with the general phenomenon of earnings management and then with the specifics of the AGS model.

Read More about Discussion of 'Earnings Management and the Revelation Principle'

Comprehensive Income

Authors
Stephen Penman
Date
June 1, 1997
Format
Journal Article
Journal
Accounting Horizons
Read More about Comprehensive Income

Recent advances in numerical methods for pricing derivative securities

Authors
Mark Broadie and Jerome Detemple
Date
January 1, 1997
Format
Chapter
Book
Numerical Methods in Finance

In the past two decades there has been an explosion in the use of derivative securities by investors, corporations, mutual funds, and financial institutions. Exchange traded derivatives have experienced unprecedented growth in volume while "exotic" securities (i.e., securities with nonstandard payoff patterns) have become more common in the over-the-counter market. Using the most widely accepted financial models, there are many types of securities which cannot be priced in closed-form. This void has created a great need for efficient numerical procedures for security pricing.

Read More about Recent advances in numerical methods for pricing derivative securities

The Valuation of American Options on Multiple Assets

Authors
Mark Broadie and Jerome Detemple
Date
January 1, 1997
Format
Journal Article
Journal
Mathematical Finance

In this paper we provide valuation formulas for several types of American options on two or more assets. Our contribution is twofold. First, we characterize the optimal exercise regions and provide valuation formulas for a number of American option contracts on multiple underlying assets with convex payoff functions. Examples include options on the maximum of two assets, dual strike options, spread options, exchange options, options on the product and powers of the product, and options on the arithmetic average of two assets.

Read More about The Valuation of American Options on Multiple Assets

Distributional Implications of Introducing a Broad-Based Consumption Tax

Authors
William Gentry and R. Glenn Hubbard
Date
January 1, 1997
Format
Journal Article
Journal
Tax Policy and the Economy

As a tax base, 'consumption' is sometimes argued to be less fair than 'income' because the benefits of not taxing capital income accrue to high-income households. We argue that, despite the common perception that consumption taxation eliminates all taxes on capital income, consumption and income taxes actually treat similarly much of what is commonly called capital income. Indeed, relative to an income tax, a consumption tax exempts only the tax on the opportunity cost of capital. In contrast to a pure income tax, a consumption tax replaces capital depreciation with capital expensing.

Read More about Distributional Implications of Introducing a Broad-Based Consumption Tax

Tax Policy and Investment

Authors
Kevin Hassett and R. Glenn Hubbard
Date
January 1, 1997
Format
Chapter
Book
Fiscal Policy: Lessons from Economic Research
Read More about Tax Policy and Investment

A Theoretical Examination of the Market Reaction to Auditors' Qualifications

Authors
Amir Ziv
Date
January 1, 1997
Format
Journal Article
Journal
Journal of Accounting Research

Studies the responsiveness of manager clients to opinions made by auditors based on their qualifications through an equilibrium model. Discussion on the two-period equilibrium model; Propositions on high report of auditors; Related studies on audit opinions and market opinion.

Read More about A Theoretical Examination of the Market Reaction to Auditors' Qualifications

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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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