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The authors suggest a new hybrid neural network which is a combination of the standard RBF neural network, a genetic algorithm, and a moving average.
There are some exceptions to this rule: for example, the Japanese often quote their currency as the base to other currencies.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.In order to determine which is the fixed currency when neither currency is on the above list (i.e.both are "other"), market convention is to use the fixed currency which gives an exchange rate greater than 1.000.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 primary purpose is to ensure that foreign currency reports prepared by agencies are consistent with regularly published Treasury foreign currency reports regarding amounts stated in foreign currency units and U. This paper deals with application of quantitative soft computing prediction models into financial area as reliable and accurate prediction models can be very helpful in management decision-making process.In economic theory, physical capital is one of the three primary factors of production, also known as inputs in the production function.The others are natural resources (including land), and labor — the stock of competences embodied in the labor force."Physical" is used to distinguish physical capital from human capital (a result of investment in the human agent)), circulating capital, and financial capital. "Physical capital" is fixed capital, any kind of real physical asset that is not used up in the production of a product.Usually the value of land is not included in physical capital as it is not a reproducible product of human activity.The real exchange rate (RER) is the purchasing power of a currency relative to another at current exchange rates and prices.