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Vol. 5 Num. 3 - GCG: Revista de Globalización, Competitividad y ...

Vol. 5 Num. 3 - GCG: Revista de Globalización, Competitividad y ...

Vol. 5 Num. 3 - GCG: Revista de Globalización, Competitividad y ...

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Finbarr Murphy & Martin Mullis5. Empirical Evi<strong>de</strong>nce23Cointegration is a statistical property of time series variables. Two or more time series arecointegrated if they each share a common type of stochastic drift: that is, to some <strong>de</strong>greethey share a certain type of behaviour in terms of their long-term fluctuations. Cointegrationis a more powerful/nuanced tool than simple linear correlation. Correlation assumes that thedistributions of the two variables examined are normal. The greatest limitation of correlationis that it does not tell researchers whether or not the relationship is causal. Since the seminalwork of Engle and Granger (1987) cointegration has become the prevalent tool of timeseries econometrics. Cointegration has emerged as a powerful technique for investigatingcommon trends in time series of financial information, and provi<strong>de</strong>s a sound methodology formo<strong>de</strong>lling both long-run and short-run dynamics in a system. We provi<strong>de</strong> empirical evi<strong>de</strong>nceof increasing cointegration between global markets. In particular, we <strong>de</strong>monstrate that LatinAmerican countries are becoming more cointegrated into the global financial system. Inother words, we show that the respective conduct of financial markets in Latin Americais <strong>de</strong>monstrating a more integrated behaviour set <strong>de</strong>spite periodic short term <strong>de</strong>viations.Furthermore, we show that Brazilian financial markets and those of the region are behavingin a more orthodox, <strong>de</strong>veloped, manner.We begin by <strong>de</strong>monstrating the relative stock market performance in US dollars of certainLatin American countries alongsi<strong>de</strong> the US, Canada, the UK and a European basket of shares(see Figure 1 below).Figure 1: Country Equity Performance. This shows the US$ MSCI Equity in<strong>de</strong>x2 of each country. Thevalues are normalized to 100 in 1990. Clearly, Latin American countries have outperformed but notwithout excessive volatility2. The MSCI Global Equity Indices are one of the most wi<strong>de</strong>ly used benchmarks for cross bor<strong>de</strong>r equity funds. See www.mscibarra.com<strong>GCG</strong> GEORGETOWN UNIVERSITY - UNIVERSIA SEPTIEMBRE-DICIEMBRE 2011 VOL. 5 NUM. 3 ISSN: 1988-7116pp: 16-29

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