Comparison of Estimators of Equity Return Standard Deviation Using Pitman Closeness Criterion and Control Charting Applications

Author:

Alan Chow1,Dane Lahtinen Kyre1,Kelsey Edwards1

Affiliation:

1. Mitchell College of Business , University of South Alabama , USA

Abstract

Abstract Measurement of dispersion and variation have been studied and evaluated in many applications. Volatility in the field of finance is an important measure as it directly impacts allocation, risk management, and valuation. Pitman Closeness criterion is used to compare estimators of standard deviation from equity returns in a control charting application. Three estimators are evaluated over the 30 DJIA component stocks in an effort to determine if one method of estimation has better performance within an application of control charting for identifying outliers. The study uses three sample sizes to also determine if the better estimator is sample size dependent.

Publisher

Walter de Gruyter GmbH

Subject

Economics, Econometrics and Finance (miscellaneous),Business, Management and Accounting (miscellaneous),Social Psychology

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