Publications
Publications
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- Faculty Publications (36)
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- Article
Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches
By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR website, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details
- 2015
- Working Paper
What Do Private Equity Firms Say They Do?
By: Paul A. Gompers, Steven N. Kaplan and Vladimir Mukharlyamov
We survey 79 private equity investors with combined assets under management (AUM) of over $750 billion about their practices in firm valuation, capital structure, governance, and value creation. Investors rely primarily on internal rate of return (IRR) and multiples to... View Details
- April 2015
- Case
Accor: Designing an Asset-Right Business and Disclosure Strategy
By: Mozaffar Khan and George Serafeim
Sebastien Bazin was now in charge of Accor, the world's largest French hotelier, a CAC 40 company with 3,600 hotels in 92 countries and a market cap of €10 billion. Previously as the European head of Colony Capital, one of the largest private equity groups and the... View Details
- October 2014 (Revised October 2014)
- Case
Valuation Ratios in the Airline Industry, 2013
By: Paul M. Healy and Penelope Rossano
Examines factors underlying differences in valuation multiples (price-to-earnings and price-to-book) across four firms in the airline industry. View Details
- November 2013 (Revised May 2023)
- Case
Valuing Yahoo! in 2013
By: Luis M. Viceira and Atul Khosla
In late July 2013, Danielle Engle, Managing Director of Clairemont Capital, was contemplating what to do about a large investment her fund had in the stock of Yahoo! Inc. In mid-2012, Clairemont had invested nearly $75M in Yahoo! after the tech company settled a highly... View Details
- 2014
- Working Paper
Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches
By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang
Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR web-site, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details
- February 2010 (Revised June 2022)
- Case
Dollarama Inc.
By: Andre F. Perold
Dollarama is the leading operator of dollar stores in Canada. The firm performed extraordinarily well after a leveraged buyout in 2004 and recently executed a highly successful IPO. The company sources its goods primarily from Asia. It has strong brand recognition and... View Details
- February 2006 (Revised October 2006)
- Background Note
Introduction to Valuation Multiples
By: Robin Greenwood and Lucy White
Outlines the definition and applicability of financial multiples and their relationship to discounted cash flow analysis. View Details
- April 2005 (Revised January 2007)
- Case
Furman Selz LLC (A): A Tale of Two Acquisitions
By: Nancy D. Beaulieu, Boris Groysberg and Kyle Doherty
Profiles a firm that was reacquired by two companies with different degrees of success. Highlights integration challenges present in acquisition deals when the primary assets of the target are human capital. Focuses on Furman Selz's acquisition by Xerox in 1987; its... View Details
- January 2004 (Revised March 2005)
- Case
Valuation Ratios in the Restaurant Industry
By: Paul M. Healy and Krishna G. Palepu
Examines factors underlying differences in valuation multiples (price-earnings and price-to-book) across four firms in the restaurant industry. View Details
- April 2003 (Revised May 2003)
- Case
Valuation Ratios in the Airline Industry
By: Paul M. Healy, Krishna G. Palepu and Jonathan Barnett
Four firms in the airline industry illustrate the underlying differences in valuation multiples (price-earnings and price-to-book). View Details
- 2002
- Other Unpublished Work
Market Liquidity as a Sentiment Indicator
By: Malcolm Baker and Jeremy Stein
We build a model that helps to explain why increases in liquidity—such as lower bid–ask spreads, a lower price impact of trade, or higher turnover—predict lower subsequent returns in both firm-level and aggregate data. The model features a class of irrational... View Details
- October 2001 (Revised November 2001)
- Case
Provident Life and Accident Insurance: The Acquisition of Paul Revere
By: Mihir A. Desai, Frank Williamson, Mark Veblen and Yuming Zou
Provident Life & Accident Insurance Co. has made an initial bid to acquire a primary competitor, Paul Revere, from conglomerate, Textron. The due diligence process uncovers a significant block of problematic disability insurance policies. Provident is forced to assess... View Details
- February 2001 (Revised April 2001)
- Background Note
Note on Valuing Private Businesses
By: Dwight B. Crane and Indra Reinbergs
This case provides a brief overview of valuation for owners of closely held companies. The focus is on a comparable transactions approach, although rules of thumb and discounted cash flow are mentioned. Earnings multiples and their drivers are discussed. It uses... View Details
- August 2000 (Revised July 2001)
- Case
Laura Martin: Real Options and the Cable Industry
By: Mihir A. Desai and Peter Tufano
CSFB equity research analyst Laura Martin publishes a report on valuing Cox Communications that introduces an innovative approach to valuation. She contends that EBITDA multiple analysis, typical for the cable industry, is flawed because it overlooks the value of the... View Details