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Author:Cipriani, Marco 

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Estimating a structural model of herd behavior in financial markets

We develop a new methodology for estimating the importance of herd behavior in financial markets. Specifically, we build a structural model of informational herding that can be estimated with financial transaction data. In the model, rational herding arises because of information-event uncertainty. We estimate the model using 1995 stock market data for Ashland Inc., a company listed on the New York Stock Exchange. Herding occurs often and is particularly pervasive on certain days. In an information-event day, on average, 2 percent (4 percent) of informed traders herd-buy (sell). In 7 percent ...
Staff Reports , Paper 561

Discussion Paper
Selected Deposits and the OBFR

The Federal Reserve Bank of New York recently decided to revise the composition of the Overnight Bank Funding Rate (OBFR), a reference rate measuring the cost banks face to borrow overnight in unsecured U.S. dollar-denominated money markets. Specifically, in addition to the federal funds and Eurodollar transactions currently comprising the OBFR, the OBFR now also includes overnight, interest-bearing demand deposits (at rates negotiated between the counterparties and excluding deposits payable on demand) booked within banks? U.S. offices, known as ?selected deposits.? In this post, we discuss ...
Liberty Street Economics , Paper 20190506

Discussion Paper
The Premium for Money-Like Assets

Several academic papers have documented investors? willingness to pay a premium to hold money-like assets and focused on its implications for financial stability. In a New York Fed staff report, we estimate such premium using a quasi-natural experiment, the recent reform of the money market fund (MMF) industry by the Securities and Exchange Commission (SEC).
Liberty Street Economics , Paper 20180718

Discussion Paper
The Money Market Fund Liquidity Facility

Over the first three weeks of March, as uncertainty surrounding the COVID-19 pandemic increased, prime and municipal (muni) money market funds (MMFs) faced large redemption pressures. Similarly to past episodes of industry dislocation, such as the 2008 financial crisis and the 2011 European bank crisis, outflows from prime and muni MMFs were mirrored by large inflows into government MMFs, which have historically been seen by investors as a safe haven in times of crisis. In this post, we describe a liquidity facility established by the Federal Reserve in response to these outflows.
Liberty Street Economics , Paper 20200508

Working Paper
The minimum balance at risk: a proposal to mitigate the systemic risks posed by money market funds

This paper advances the theory and methodology of signal extraction by introducing asymptotic and finite sample formulas for optimal estimators of signals in nonstationary multivariate time series. Previous literature has considered only univariate or stationary models. However, in current practice and research, econometricians, macroeconomists, and policy-makers often combine related series - that may have stochastic trends--to attain more informed assessments of basic signals like underlying inflation and business cycle components. Here, we use a very general model structure, of widespread ...
Finance and Economics Discussion Series , Paper 2012-47

Discussion Paper
Introducing the Revised Broad Treasuries Financing Rate

The Federal Reserve Bank of New York, in cooperation with the Office of Financial Research, is proposing to publish three new overnight Treasury repurchase (repo) benchmark rates. Recently, the Federal Reserve decided to modify the construction of the broadest proposed benchmark rate (the other two proposed rates are expected to remain unchanged; see the Bank?s announcement on May 24). In this post, we describe the changes to this rate in further detail. We compare this revised rate to the originally proposed benchmark rate and show that, in the post-liftoff period, it trades higher, on ...
Liberty Street Economics , Paper 20170619

Discussion Paper
The FR 2420 Data Collection: A New Base for the Fed Funds Rate

On April 1, 2014, the Federal Reserve began collecting transaction-level data on federal funds, Eurodollars, and certificates of deposits from a large set of domestic banks and agencies of foreign banks operating in the United States. Previously, the Fed had only received fed funds and Eurodollar data from major brokers, and not directly from the banks borrowing in these markets. These new data, collected on form FR 2420, have helped the Fed better understand activity in the fed funds and Eurodollar markets. In this post, we focus on the new data on fed funds, in light of the Federal Reserve ...
Liberty Street Economics , Paper 20150408

Discussion Paper
The Eurodollar Market in the United States

In February, the Federal Reserve Bank of New York's trading desk announced it will publish a new overnight bank funding rate early next year. The new rate will be based on both federal funds and Eurodollar transactions reported in a new data collection--the FR 2420 Report of Selected Money Market Rates. In a previous post, we explained how FR 2420 fed funds transaction data will replace brokered data as the base for the fed funds effective rate. This post provides insights on the Eurodollar market in advance of the publication of the overnight bank funding rate.
Liberty Street Economics , Paper 20150527

Discussion Paper
Herd Behavior in Financial Markets

Over the last twenty-five years, there has been a lot of interest in herd behavior in financial markets?that is, a trader?s decision to disregard her private information to follow the behavior of the crowd. A large theoretical literature has identified abstract mechanisms through which herding can arise, even in a world where people are fully rational. Until now, however, the empirical work on herding has been completely disconnected from this theoretical analysis; it simply looked for statistical evidence of trade clustering and, when that evidence was present, interpreted the clustering as ...
Liberty Street Economics , Paper 20150309

Discussion Paper
Are Economic Values Transmitted from Parents to Children?

Economic research shows that differences in cultural traits and values?for example, trust, or the propensity to cooperate and not free-ride on others?are important determinants of economic outcomes, such as growth, economic and financial development, and international trade. It?s much less clear, however, where these differences in economic-relevant values come from. While economists generally assume that they?re transmitted from parents to children, the empirical evidence to this effect is almost nonexistent.
Liberty Street Economics , Paper 20140106

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