Exchange Rate Forecast: Models

Exchange Rate Forecast: Models

Some important exchange rate forecast models are discussed below.

Purchasing Power Parity Model

The purchasing power parity (PPP) forecasting approach is based on the Law of One Price. It states that same goods in different countries should have identical prices. For example, this law argues that a chalk in Australia will have the same price as a chalk of equal dimensions in the U.S. (considering the exchange rate and excluding transaction and shipping costs). That is, there will be no arbitrage opportunity to buy cheap in one country and sell at a profit in another.
Depending on the principle, the PPP approach predicts that the exchange rate will adjust by offsetting the price changes occurring due to inflation. For example, say the prices in the U.S. are predicted to go up by 4% over the next year and the prices in Australia are going to rise by only 2%. Then, the inflation differential between America and Australia is:
4% – 2% = 2%
According to this assumption, the prices in the U.S. will rise faster in relation to prices in Australia. Therefore, the PPP approach would predict that the U.S. dollar will depreciate by about 2% to balance the prices in these two countries. So, in case the exchange rate was 90 cents U.S. per one Australian dollar, the PPP would forecast an exchange rate of:
(1 + 0.02) × (US $0.90 per AUS $1) = US $0.918 per AUS $1
So, it would now take 91.8 cents U.S. to buy one Australian dollar.

Relative Economic Strength Model

The relative economic strength model determines the direction of exchange rates by taking into consideration the strength of economic growth in different countries. The idea behind this approach is that a strong economic growth will attract more investments from foreign investors. To purchase these investments in a particular country, the investor will buy the country’s currency – increasing the demand and price (appreciation) of the currency of that particular country.
Another factor bringing investors to a country is its interest rates. High interest rates will attract more investors, and the demand for that currency will increase, which would let the currency to appreciate.
Conversely, low interest rates will do the opposite and investors will shy away from investment in a particular country. The investors may even borrow that country’s low-priced currency to fund other investments. This was the case when the Japanese yen interest rates were extremely low. This is commonly called carry-trade strategy.
The relative economic strength approach does not exactly forecast the future exchange rate like the PPP approach. It just tells whether a currency is going to appreciate or depreciate.

Econometric Models

It is a method that is used to forecast exchange rates by gathering all relevant factors that may affect a certain currency. It connects all these factors to forecast the exchange rate. The factors are normally from economic theory, but any variable can be added to it if required.
For example, say, a forecaster for a Canadian company has researched factors he thinks would affect the USD/CAD exchange rate. From his research and analysis, he found that the most influential factors are: the interest rate differential (INT), the GDP growth rate differences (GDP), and the income growth rate (IGR) differences.
The econometric model he comes up with is:
USD/CAD (1 year) = z + a(INT) + b(GDP) + c(IGR)
Now, using this model, the variables mentioned, i.e., INT, GDP, and IGR can be used to generate a forecast. The coefficients used (a, b, and c) will affect the exchange rate and will determine its direction (positive or negative).

Time Series Model

The time series model is completely technical and does not include any economic theory. The popular time series approach is known as the autoregressive moving average (ARMA) process.
The rationale is that the past behavior and price patterns can affect the future price behavior and patterns. The data used in this approach is just the time series of data to use the selected parameters to create a workable model.
To conclude, forecasting the exchange rate is an ardent task and that is why many companies and investors just tend to hedge the currency risk. Still, some people believe in forecasting exchange rates and try to find the factors that affect currency-rate movements. For them, the approaches mentioned above are a good point to start with.

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