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In this research, a set of financial series with high frequency was modeled and forecasted using data from a sample of Chilean companies active in the capital market. We were worked with the series of Bid-Ask (Spread) as a measure of asymmetry of information. Both deterministic and stochastic methods of the sample of Chilean stock exchange were tested, for these purposes, we used intraday data equally...
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