Over-the-counter (OTC) markets for derivatives, collateralized debt obligations, and repurchase agreements played a significant role in the global financial crisis. Rather than being traded through a centralized institution such as a stock exchange, OTC trades are negotiated privately between market participants who may be unaware of prices that are currently available elsewhere in the market. In these relatively opaque markets, investors can be in the dark about the most attractive available terms and who might be offering them. This opaqueness exacerbated the financial crisis, as regulators and market participants were unable to quickly assess the risks and pricing of these instruments.
Dark Markets offers a concise introduction to OTC markets by explaining key conceptual issues and modeling techniques, and by providing readers with a foundation for more advanced subjects in this field. Darrell Duffie covers the basic methods for modeling search and random matching in economies with many agents. He gives an overview of asset pricing in OTC markets with symmetric and asymmetric information, showing how information percolates through these markets as investors encounter each other over time. This book also features appendixes containing methodologies supporting the more theory-oriented of the chapters, making this the most self-contained introduction to OTC markets available.
"Extremely informative and revealing, the book leads readers to a world of dark corners of the financial market. Those who dabble in the market should definitely read it for understanding the pitfalls and those who don't must read it for the satisfaction of knowing what they have not missed. Either way it is a valuable read."--R. Balashankar, Organiser
"Over-the-counter markets concern a large set of financial assets and received significant attention during the recent financial crisis. Darrell Duffie has been a key contributor to a promising new area of research that seeks to understand the behavior of these markets. His comprehensive, rigorous book will be very useful to all researchers interested in this important subject."--Dimitri Vayanos, London School of Economics and Political Science
"Dark Markets describes and models over-the-counter markets, with an emphasis on 'doing it right.' People apply the law of large numbers all the time, even when it is inappropriate. This book tells you when it is appropriate. Darrell Duffie is a giant in the field."--Ed Nosal, Federal Reserve Bank of Chicago Chapter 1: Over-the-Counter Markets 1 Chapter 2: The Case of Federal Funds Lending 13 Chapter 3: Search for Counterparties 27 Chapter 4: A Simple OTC Pricing Model 42 Chapter 5: Information Percolation in OTC Markets 63 Appendix: Foundations for Random Matching 79
List of Figures xi
Preface xiii
1.1 Bilateral Negotiation of Terms 2
1.2 OTC Transparency 4
1.3 Why Trade Over the Counter? 6
1.4 Managing OTC Credit Risk 8
1.5 Price Behavior with Search Frictions 9
2.1 T he Federal Funds Market 14
2.2 Data 17
2.3 A nalysis of Transaction-Pairing Likelihood 19
2.4 Determinants of the Rate 22
3.1 Preliminaries 27
3.2 R andom Matching 28
3.3 Dynamic Search Models 31
3.4 Markov Chain for Type 33
3.5 C ontinuous-Time Search and Matching 35
3.6 O ptimal Search 36
3.7 E quilibrium Search Intensities 39
3.8 Development of the Search Literature 40
4.1 Basic Risk-Neutral OTC Pricing Model 42
4.2 Bargaining over the Price 46
4.3 R isk Aversion 49
4.4 N umerical Example 54
4.5 Price Response to Supply Shocks 56
4.6 N umerical Examples 59
5.1 T he Basic Model 64
5.2 Population Information Dynamics 66
5.3 Market Settings 69
5.3.1 I nformation Sharing at Wallet Games 69
5.3.2 Double Auctions 70
5.4 N umerical Example 72
5.5 N ew Private Information 73
5.6 Multiagent Information Exchanges 74
5.7 V alid Initial Type Distributions 75
5.8 C onvergence and Further Extensions 76
A.1 Mathematical Preliminaries 79
A.2 R andom Matching Results 80
B: Counting Processes 84
Bibliography 87
Index 93