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This study uses the Vector Error Correction Model (VECM) to forecast ex post changes in earning and stock prices of six major DOW companies as well as of the S&P 500 market index. Compared to ARIMA and GARCH models, results from four decades of data are supportive of the forecasting ability of the VECM process.

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