Testing a mean reversion hypothesis on the Toronto stock exchange

Monthly returns data for the 150 companies that have been listed on the Toronto Stock Exchange for at least 95% of the period from January 1963 to December 1987 are transformed into continuously compounded returns, adjusted for inflation, gathered into portfolios, and examined for the property known...

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Main Author: Williams-Short, Rowan Peter
Language:English
Published: University of British Columbia 2010
Online Access:http://hdl.handle.net/2429/27749
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spelling ndltd-UBC-oai-circle.library.ubc.ca-2429-277492018-01-05T17:44:20Z Testing a mean reversion hypothesis on the Toronto stock exchange Williams-Short, Rowan Peter Monthly returns data for the 150 companies that have been listed on the Toronto Stock Exchange for at least 95% of the period from January 1963 to December 1987 are transformed into continuously compounded returns, adjusted for inflation, gathered into portfolios, and examined for the property known as mean reversion. The model used to describe this scenario comprises two components, namely a random walk and an autoregressive scheme of order one. The study's foundation is a paper by Fama and French(1988), using data from the New York Stock Excange, but in addition to all the estimation performed in that paper, other parameters are estimated. The parameter originally of prime interest is shown to behave in accordance with model predictions, in the case of nearly all 28 portfolios constructed. However, this interpretation is shown to be seriously jeopardised in view of closer scutiny of model parameters, which indicate that the model is a poor approximation to the data. Science, Faculty of Statistics, Department of Graduate 2010-08-25T15:38:36Z 2010-08-25T15:38:36Z 1989 Text Thesis/Dissertation http://hdl.handle.net/2429/27749 eng For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use. University of British Columbia
collection NDLTD
language English
sources NDLTD
description Monthly returns data for the 150 companies that have been listed on the Toronto Stock Exchange for at least 95% of the period from January 1963 to December 1987 are transformed into continuously compounded returns, adjusted for inflation, gathered into portfolios, and examined for the property known as mean reversion. The model used to describe this scenario comprises two components, namely a random walk and an autoregressive scheme of order one. The study's foundation is a paper by Fama and French(1988), using data from the New York Stock Excange, but in addition to all the estimation performed in that paper, other parameters are estimated. The parameter originally of prime interest is shown to behave in accordance with model predictions, in the case of nearly all 28 portfolios constructed. However, this interpretation is shown to be seriously jeopardised in view of closer scutiny of model parameters, which indicate that the model is a poor approximation to the data. === Science, Faculty of === Statistics, Department of === Graduate
author Williams-Short, Rowan Peter
spellingShingle Williams-Short, Rowan Peter
Testing a mean reversion hypothesis on the Toronto stock exchange
author_facet Williams-Short, Rowan Peter
author_sort Williams-Short, Rowan Peter
title Testing a mean reversion hypothesis on the Toronto stock exchange
title_short Testing a mean reversion hypothesis on the Toronto stock exchange
title_full Testing a mean reversion hypothesis on the Toronto stock exchange
title_fullStr Testing a mean reversion hypothesis on the Toronto stock exchange
title_full_unstemmed Testing a mean reversion hypothesis on the Toronto stock exchange
title_sort testing a mean reversion hypothesis on the toronto stock exchange
publisher University of British Columbia
publishDate 2010
url http://hdl.handle.net/2429/27749
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