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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.

They also incorporate genetic algorithm as an optimizing technique for adapting parameters of ANN which is then compared with standard backpropagation and backpropagation combined with K-means clustering algorithm.

Finally, the authors find out that their suggested hybrid neural network is able to produce more accurate forecasts than the standard models and can be helpful in eliminating the risk of making the bad decision in decision-making process. Profits or losses accrue as the exchange rate of that currency fluctuates on the open market.

This report provides exchange rate information under Section 613 of Public Law 87-195 dated September 4, 1961 ( (b)) which gives the Secretary of the Treasury sole authority to establish the exchange rates for all foreign currencies or credits reported by all agencies of the government. The rates provided in this report are not meant to be used by the general public for conducting foreign currency conversion transactions.

The moving average is supposed to enhance the outputs of the network using the error part of the original neural network.

The real exchange rate (RER) is the purchasing power of a currency relative to another at current exchange rates and prices.

It is the ratio of the number of units of a given country's currency necessary to buy a market basket of goods in the other country, after acquiring the other country's currency in the foreign exchange market, to the number of units of the given country's currency that would be necessary to buy that market basket directly in the given country.

You can convert currencies and precious metals with this currency calculator.

Eur/Usd · USD - Us Dollar · GBP - British Pound · Cad/Usd · Currency Charts Currency Converter | Foreign Exchange Rates | OANDA https:// Free currency converter or travel reference card using daily OANDA Rate® data. Find the latest currency exchange rates and convert all major world currencies with our currency converter.

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