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References (31)
-
M. Cremers, Antti Petajisto (2009)
How Active is Your Fund Manager? A New Measure That Predicts PerformanceS&P Global Market Intelligence Research Paper Series
-
E. Fama, K. French (1993)
Common risk factors in the returns on stocks and bondsJournal of Financial Economics, 33
-
Robert Gertner, Bengt Holmstrom
Herd Behavior and Investment -
S Bikhchandani, D Hirshleifer, I Welch (1992)
A theory of fads, fashion, custom, and cultural change as informational cascades, 100
-
M. Jensen (1967)
The Performance of Mutual Funds in the Period 1945-1964Harvard Business School: Negotiation
-
Christopher Avery, Peter Zemsky (1998)
Multidimensional Uncertainty and Herd Behavior in Financial MarketsThe American Economic Review, 88
-
Christine Jones, Arthur Thompson, Reg England (1970)
Printed in Great Britain -
Gary Brinson, L. Hood, G. Beebower (1986)
Determinants of Portfolio PerformanceFinancial Analysts Journal, 42
-
Laura Andreu, Cristina Ortiz, J. Sarto (2015)
Herding in Style AllocationsJournal of Business Economics and Management, 16
-
A. Banerjee (1992)
A Simple Model of Herd BehaviorQuarterly Journal of Economics, 107
-
Marcin Kacperczyk, Clemens Sialm, Lu Zheng (2005)
Unobserved Actions of Mutual FundsNBER Working Paper Series
-
R. Sias (2002)
Institutional HerdingBehavioral & Experimental Finance
-
Kent Daniel, Mark Grinblatt, S. Titman, Russ Wermers (1997)
Measuring mutual fund performance with characteristic-based benchmarksJournal of Finance, 52
-
J. Campbell
AMERICAN FINANCE ASSOCIATIONThe Journal of Finance
-
Narasimhan Jegadeesh, Hsiu‐Lang Chen, Russ Wermers (2000)
The Value of Active Mutual Fund Management: An Examination of the Stockholdings and Trades of Fund ManagersJournal of Financial and Quantitative Analysis, 35
-
G. Alexander, G. Cici, Scott Gibson (2006)
Does Motivation Matter When Assessing Trade Performance? An Analysis of Mutual FundsAmerican Finance Association Meetings (AFA)
-
Gary Brinson, Brian Singer, G. Beebower (1991)
Determinants of Portfolio Performance II: An UpdateFinancial Analysts Journal, 47
-
Kenneth Froot, D. Scharfstein, Jeremy Stein (1990)
Herd on the Street: Informational Inefficiencies in a Market with Short-Term SpeculationCapital Markets: Market Efficiency eJournal
-
Luis Agudo, J. Sarto, Luis Vicente (2008)
Herding behaviour in Spanish equity fundsApplied Economics Letters, 15
-
Kingsley Fong, D. Gallagher, P. Gardner, P. Swan (2011)
Follow the Leader: Fund Managers Trading in Signal‐Strength SequenceERN: Mutual Funds (Topic)
-
C. Emory (2011)
Luck versus Skill in the Cross-Section of Mutual Fund Returns -
Shawn Ni, Dongchu Sun (2005)
Bayesian Estimates for Vector Autoregressive ModelsJournal of Business & Economic Statistics, 23
-
Sushil Bikhchandani, David Hirshleifer, Ivo Welch (2007)
You have printed the following article : A Theory of Fads , Fashion , Custom , and Cultural Change as Informational Cascades -
M Baker, L Litov, JA Wachter, J Wurgler (2010)
Can mutual fund managers pick stocks? Evidence from their trades prior to earnings announcements, 45
-
Josef Lakonishok, Andrei Shleifer, Robert Vishny (1992)
The impact of institutional trading on stock pricesJournal of Financial Economics, 32
-
Hao Jiang, Marno Verbeek, Yu Wang (2013)
Information Content When Mutual Funds Deviate from BenchmarksS&P Global Market Intelligence Research Paper Series
-
R. Engle (2007)
High Dimension Dynamic CorrelationsCapital Markets: Asset Pricing & Valuation eJournal
-
Laura Andreu, P. Gargallo, M. Salvador, J. Sarto (2015)
Bayesian analysis of herding behaviour: an application to Spanish equity mutual fundsApplied Stochastic Models in Business and Industry, 31
-
Nicole Choi, R. Sias (2008)
Institutional Industry HerdingBehavioral & Experimental Finance
-
Lubomir Litov, Malcolm Baker, Jessica Wachter, Jeffrey Wurgler (2005)
Can mutual fund managers pick stocks -
María Cambón, Ramiro Losada (2012)
Competition and Structure of the Mutual Fund Industry in Spain: The Role of Credit InstitutionsMutual Funds
- Publisher
- Wiley
- Copyright
- © 2020 John Wiley & Sons, Ltd.
- ISSN
- 1524-1904
- eISSN
- 1526-4025
- DOI
- 10.1002/asmb.2524
- Publisher site
- See Article on Publisher Site
Abstract
This article proposes a dynamic Bayesian framework to analyze the leadership relationships between mutual funds. To this end, a two‐step procedure is proposed. First, a Bayesian rolling window based on the Capital Asset Pricing Model is used to estimate the evolution of mutual funds' market exposure over time. Then, a vector autoregressive (VAR) model is used to analyze the leader‐follower relationship between pair of mutual funds. Several leadership measures are studied. An application to Spanish mutual funds is carried out. In addition, the study examines the determining factors of mutual fund leadership.
Journal
Applied Stochastic Models in Business and Industry – Wiley
Published: Jul 1, 2020
Keywords: ; ; ; ;