Obfuscation, Learning, and the Evolution of Investor Sophistication Accessed Terms of Use Detailed Terms Obfuscation, Learning, and the Evolution of Investor Sophistication *
نویسندگان
چکیده
Investor sophistication has lagged behind the growing complexity of retail financial markets. To explore this, we develop a dynamic model to study the interaction between obfuscation and investor sophistication in mutual fund markets. Taking into account different learning mechanisms within the investor population, we characterize the optimal timing of obfuscation for financial institutions who offer retail products. We show that educational initiatives that are directed to facilitate learning by investors may induce providers to increase wasteful obfuscation, further disorienting investors and decreasing overall welfare. Obfuscation decreases with competition among firms, since the information rents from obfuscation dissipate as each institution attracts a smaller market share. We would like to thank Nittai Bergman, Tony Bernardo, Michael Brennan, Bhagwan Chowdry, Doug Diamond, Darrell Duffie, Paolo Fulghieri, Xavier Gabaix, Rick Green, Mark Grinblatt, Joel Hasbrouck, Leonid Kogan, David Laibson, Francis Longstaff, Holger Mueller, Lubos Pastor, Dick Roll, Andrei Shleifer, Eduardo Schwartz, Avanihdar Subrahmanyam, Sheridan Titman, Pietro Veronesi, Pierre-Olivier Weill, Bilge Yilmaz, and seminar participants at the University of Chicago, NYU, MIT, Columbia University, University of Washington, Northwestern University, University of Southern California, Yale University, UCLA, the Texas Finance Festival, and the annual Netspar Pension Management Conference at Tilburg University. Anderson School of Management, University of California, Los Angeles, 110 Westwood Plaza Suite C519, Los Angeles, CA 90095, [email protected], (310) 825-7246. MIT Sloan School of Management, 50 Memorial Drive E52-446, Cambridge, MA 02142-1347, [email protected], (617) 253-7218.
منابع مشابه
Obfuscation, Learning, and the Evolution of Investor Sophistication
We develop a dynamic model to study the interaction between obfuscation and investor sophistication in retail financial markets. Taking into account different learning mechanisms within the investor population, we characterize the optimal timing of obfuscation for a profitmaximizing monopolist. We show that educational initiatives that are directed to facilitate learning by investors may induce...
متن کاملAnalyzing new features of infected web content in detection of malicious web pages
Recent improvements in web standards and technologies enable the attackers to hide and obfuscate infectious codes with new methods and thus escaping the security filters. In this paper, we study the application of machine learning techniques in detecting malicious web pages. In order to detect malicious web pages, we propose and analyze a novel set of features including HTML, JavaScript (jQuery...
متن کاملASIC design protection against reverse engineering during the fabrication process using automatic netlist obfuscation design flow
Fab-less business model in semiconductor industry has led to serious concerns about trustworthy hardware. In untrusted foundries and manufacturing companies, submitted layout may be analyzed and reverse engineered to steal the information of a design or insert malicious Trojans. Understanding the netlist topology is the ultimate goal of the reverse engineering process. In this paper, we propose...
متن کاملMulti-objective Differential Evolution for the Flow shop Scheduling Problem with a Modified Learning Effect
This paper proposes an effective multi-objective differential evolution algorithm (MDES) to solve a permutation flow shop scheduling problem (PFSSP) with modified Dejong's learning effect. The proposed algorithm combines the basic differential evolution (DE) with local search and borrows the selection operator from NSGA-II to improve the general performance. First the problem is encoded with a...
متن کاملNationalization of an educational reform: evolution of training and development in research
Many medical universitiesaround the world have donestunning changes in the recent years.Some of these changes have been performed with the support of international organizations.They changed the traditionaltrainingprograms based on teacher- centered learning and disciplined approach to the educational course based on community needs responsivity and Student-centered learning. This process is ai...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010