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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.
There are various ways to measure RER. Thus the real exchange rate is the exchange rate times the relative prices of a market basket of goods in the two countries.
For example, the purchasing power of the US dollar relative to that of the euro is the dollar price of a euro (dollars per euro) times the euro price of one unit of the market basket (euros/goods unit) divided by the dollar price of the market basket (dollars per goods unit), and hence is dimensionless.
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.
In order to determine which is the fixed currency when neither currency is on the above list (i.e.