The purpose of this paper is to investigate the dynamic relationship between inflation, interest rate differential, the exchange trade and exchange rate parities, i.e. (USD/TND, EUR/TND and JPY/TND). Given the existing non-linear form between the different time series in this study, the empirical analysis is based on the using of non-parametric method such as the a...