Statistics Papers

Document Type

Journal Article

Date of this Version

2012

Publication Source

Quantitative Finance

Volume

12

Issue

5

Start Page

671

Last Page

683

DOI

10.1080/14697688.2012.678770

Abstract

Traditional methods for analyzing portfolio returns often rely on multifactor risk assessment, and tests of significance are typically based on variants of the t‐test. This approach has serious limitations when analyzing the returns from dynamically traded portfolios that include derivative positions, because standard tests of significance can be ‘gamed’ using options trading strategies. To deal with this problem we propose a test that assumes nothing about the structure of returns except that they form a martingale difference. Although the test is conservative and corrects for unrealized tail risk, the loss in power is small at high levels of significance.

Copyright/Permission Statement

This is an Accepted Manuscript of an article published by Taylor & Francis in Quantitative Finance on 04 May 2012, available online: http://wwww.tandfonline.com/10.1080/14697688.2012.678770.

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Date Posted: 27 November 2017