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- 2022
- Working Paper
Private Equity Fund Valuation Management during Fundraising
By: Brian K. Baik
I investigate whether and how private equity fund managers (GPs) inflate their interim fund valuations (net asset values, or NAVs) during fundraising periods. Specifically, I study the extent to which the GPs inflate NAVs by managing valuation assumptions (e.g.,...
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- February 2022
- Supplement
SpartanNash Company: The Amazon Warrants (A)
By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants almost 20...
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- January 2022
- Supplement
Kornit Digital: The Amazon Warrants (C)
By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants almost 20...
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- January 2022
- Case
SpartanNash Company: The Amazon Warrants (A)
By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
As of 12/31/21, Amazon held $22 billion of equity and warrants in related companies. In fact, it often requests a free grant of warrants when it enters into a new commercial agreement with a supplier. Over the past 20 years, Amazon has gotten warrants in almost 20...
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- 2021
- Working Paper
Connecting Expected Stock Returns to Accounting Valuation Multiples: A Primer
By: Akash Chattopadhyay, Matthew R. Lyle and Charles C.Y. Wang
We outline a framework in which accounting “valuation anchors" could be connected to expected stock returns. Under two general conditions, expected log returns is a log-linear function of a valuation (market value-to-accounting) multiple and the expected growth in the...
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Keywords:
Expected Returns;
Present Value;
Investment Return;
Accounting;
Valuation;
Information;
Framework
- June 2020
- Case
TransDigm: The Acquisition of Aerosonic Corp.
By: Benjamin C. Esty and Daniel W. Fisher
In April 2013, TransDigm, a company that manufactured a wide range of highly engineered aerospace parts for both military and commercial aircraft, announced an agreement to acquire Aerosonic Corporation for $39 million in cash (1.2 times Aerosonic’s sales of $31...
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- March 2020
- Case
Sizmek Chapter 11: Surviving Walled Gardens in Their Ad Tech Empire
By: Ayelet Israeli, Danilo Tauro and Sarah Gulick
This case provides a post-mortem of the advertising technology (adtech) company Sizmek. Sizmek grew via multiple acquisitions, with the vision of becoming an integrated adtech company that could leverage AI to buy digital media, while creating and serving display and...
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- December 2018 (Revised October 2019)
- Case
Barteca: The Challenge and Opportunity of Private Equity
By: Lena G. Goldberg and Michael S. Kaufman
Andy Pforzheimer and Sasa Mahr-Batuz, co-founders of a highly successful seven-location restaurant brand, had just opened the first location of a new brand. They had mapped out future expansion for both brands but wondered if, rather than lining up an assortment of...
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- January 2018
- Case
Ak Gıda: IPO or Strategic Sale
By: Suraj Srinivasan and Eren Kuzucu
In 2015, Yıldiz Holding, one of the world’s largest producer of confections, biscuits and crackers, was at the end of its divestiture process from Ak Gida, one of the leading dairy companies in Turkey. The company had adopted a dual track process, pursuing an initial...
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Keywords:
Valuation;
Private Sector;
For-Profit Firms;
Business Model;
Business Strategy;
Competitive Advantage;
Growth and Development Strategy;
Value Creation;
Decision Making;
Growth Management;
Mergers and Acquisitions;
Initial Public Offering;
Business Conglomerates;
Business Exit or Shutdown;
Family Business;
Joint Ventures;
Food and Beverage Industry;
Turkey
- January 2018
- Case
OldTown Berhad
By: Benjamin C. Esty and Greg Saldutte
In December 2017, Jacobs Douwe Egberts (JDE, a Dutch coffee company) made an offer to acquire OldTown Berhad (OTB), a Malaysian coffee company. Three large shareholders, representing more than half of the outstanding shares, have agreed to tender their shares, and...
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Keywords:
Mergers ＆ Acquisitions;
Discounted Cash Flow (DCF);
Malaysia;
Coffee;
Consumer Packaged Goods (CPG);
Free Cash Flow (FCF);
Multiples;
Bidding Premia;
Netherlands;
Tender Offer;
Mergers and Acquisitions;
Valuation;
Value Creation;
Food;
Investment Return;
Retail Industry;
Consumer Products Industry;
Food and Beverage Industry;
Malaysia;
Netherlands;
Singapore;
Asia
- January 2018
- Supplement
OldTown Berhad
By: Benjamin C. Esty and Greg Saldutte
In December 2017, Jacobs Douwe Egberts (JDE, a Dutch coffee company) made an offer to acquire OldTown Berhad (OTB), a Malaysian coffee company. Three large shareholders, representing more than half of the outstanding shares, have agreed to tender their shares and...
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Keywords:
Mergers ＆ Acquisitions;
Discounted Cash Flow (DCF);
Malaysia;
Coffee;
Consumer Packaged Goods (CPG);
Free Cash Flow (FCF);
Multiples;
Bidding Premia;
Netherlands;
Tender Offer;
Mergers and Acquisitions;
Valuation;
Value Creation;
Food;
Investment Return;
Retail Industry;
Consumer Products Industry;
Food and Beverage Industry;
Malaysia;
Netherlands;
Singapore;
Asia
- September 2017
- Case
Blackstone's Julia Kahr at the Summit
By: Paul A. Gompers, John D. Dionne and Amram Migdal
In 2009, Blackstone, the New York-based alternative asset and financial services firm, committed to invest up to $750 million into Summit Materials, a new company in the aggregates sector (i.e., construction materials, such as crushed stone, sand, gravel, cement,...
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Keywords:
Roll Up;
Private Equity Roll Up;
Aggregates;
Aggregates Materials;
Construction Materials;
Business Ventures;
Acquisition;
Leveraged Buyouts;
Business Growth and Maturation;
Engineering;
Construction;
Finance;
Capital;
Equity;
Private Equity;
Financial Instruments;
Investment;
Housing;
Management;
Goals and Objectives;
Growth and Development Strategy;
Growth Management;
Personal Development and Career;
Management Teams;
Planning;
Problems and Challenges;
Value;
Valuation;
Value Creation;
Construction Industry;
Financial Services Industry;
United States
- July 2017 (Revised January 2020)
- Background Note
Primer on Multiples Valuation and Its Use in the Private Equity Industry
By: Victoria Ivashina and Henrik Boe
This note explores the mechanics of multiples, different types of multiples, when and how to use them, and common pitfalls associated with multiples valuation. While a multiples approach is a very convenient valuation method, breaking down the underlying assumptions...
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- July 2017
- Case
Centerbridge Partners and Great Wolf Resorts: Buying from a Highly Regarded Competitor
By: Josh Lerner, John D. Dionne and Amram Migdal
The case examines the March 2015 Centerbridge Partners investment decision regarding whether to acquire Great Wolf Resorts, a North American family-oriented indoor water parks and hotel operator, from a private equity (PE) competitor, Apollo Global Management. The case...
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Keywords:
Private Equity Financing;
Commercial Mortgage Backed Securities;
CMBS;
Secondary Buyouts;
Business Ventures;
Acquisition;
Finance;
Borrowing and Debt;
Cost;
Cost of Capital;
Equity;
Private Equity;
Financial Instruments;
Debt Securities;
Accommodations Industry;
Entertainment and Recreation Industry;
Financial Services Industry;
North and Central America;
United States
- March 2017 (Revised July 2019)
- Case
Interline Brands: Don't Stop Believing
By: Nori Gerardo Lietz and Ricardo Andrade
Interline Brands, a leading distributor of residential housing maintenance and repair parts and equipment in the U.S., had just held its November 2014 board meeting. The meeting had been productive but not without some soul searching for both the company’s management...
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- February 2017 (Revised June 2017)
- Supplement
ExxonMobil: Business as Usual? (B)
By: George Serafeim, Shiva Rajgopal and David Freiberg
The case presents ExxonMobil's response to growing pressure to disclose how climate change will impact their business. This includes multiple asset impairments and losing a proxy vote to shareholders to increase climate change related reporting. Supplements the (B)...
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Keywords:
Oil ＆ Gas;
Oil Prices;
Oil Companies;
Asset Impairment;
Predictive Analytics;
Sustainability;
Environmental Impact;
Innovation;
Disclosure;
Accounting;
Valuation;
Energy Sources;
Ethics;
Corporate Disclosure;
Governance Compliance;
Climate Change;
Financial Reporting;
Energy Industry;
United States
- Article
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...
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- March 2016
- Article
An Analysis of Firms' Self-reported Anticorruption Efforts
By: Paul M. Healy and George Serafeim
We use Transparency International's ratings of self-reported anticorruption efforts for 480 corporations to analyze factors underlying the ratings. Our tests examine whether these forms of disclosure reflect firms' real efforts to combat corruption or are cheap talk....
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- March 2016
- Article
To Groupon or Not to Groupon: The Profitability of Deep Discounts
By: Benjamin Edelman, Sonia Jaffe and Scott Duke Kominers
We examine the profitability and implications of online discount vouchers, a relatively new marketing tool that offers consumers large discounts when they prepay for participating firms' goods and services. Within a model of repeat experience good purchase, we examine...
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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...
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