Business Commons^™

Forecasting Foreign Exchange Rates, Timothy M. Znaczko

Applied Economics Theses

The purpose of this thesis is to seek answers to different questions regarding the forecasting of foreign exchange rates. Exchange rate movement is regularly monitored by central banks for macroeconomic analysis and market surveillance purposes. Results in the literature show exchange rate models perform poorly in out-of-sample prediction analysis, even though some models have good in-sample analysis. The results were found using methods including moving average, exponential smoothing, random walk, and Box-Jenkins transfer function. The questions that I ask are: how accurate are these models when compared to a random prediction of future exchange rates, and what variables, if any, …