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Forex markets are among the most active markets in the world in terms of dollar volume.The participants include large banks, multinational corporations, governments, and speculators.This is the exchange rate (expressed as dollars per euro) times the relative price of the two currencies in terms of their ability to purchase units of the market basket (euros per goods unit divided by dollars per goods unit).If all goods were freely tradable, and foreign and domestic residents purchased identical baskets of goods, purchasing power parity (PPP) would hold for the exchange rate and GDP deflators (price levels) of the two countries, and the real exchange rate would always equal 1.The forward exchange rate refers to an exchange rate that is quoted and traded today but for delivery and payment on a specific future date.In some areas of Europe and in the retail market in the United Kingdom, EUR and GBP are reversed so that GBP is quoted as the fixed currency to the euro.

Instead, they typically close out their buy or sell commitments and calculate net gains or losses based on price changes in that currency relative to the dollar over time.Authors test the suggested model on high-frequency time series data of USD/CAD and examine the ability to forecast exchange rate values for the horizon of one day.To determine the forecasting efficiency, they perform a comparative statistical out-of-sample analysis of the tested model with autoregressive models and the standard neural network.This reduces rounding issues and the need to use excessive numbers of decimal places.There are some exceptions to this rule: for example, the Japanese often quote their currency as the base to other currencies.

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