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A new procedure for pre-testing the distribution properties of Stock returns

Afees Salisu and Ibrahim Raheem

No 57, Working Papers from Centre for Econometric and Allied Research, University of Ibadan

Abstract: The study offers a new procedure that helps determine the best distribution prior to modeling stock returns with GARCH-type models. Specifically, it demonstrates that pre-testing the residuals of stock returns for the best distribution can help to identify the appropriate GARCH error distribution regardless of the choice of GARCH-type model. This approach is robust to alternative data frequencies and different stock markets such as those of G7 countries

Keywords: Stock returns; GARCH-type models; Error distributions (search for similar items in EconPapers)
JEL-codes: C52 C53 G11 G14 G17 (search for similar items in EconPapers)
Pages: 20 pages
Date: 2018-06
New Economics Papers: this item is included in nep-ecm and nep-ets
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