In this paper, several statistic properties of order-statistic fitlters (OSF) have been proposed, and some properties of OSF have been analysised. The well-analytic distribution functions of OSF'output have been given. It is our major work to analyse the joint distributions of OSF'output. The independence of OSF'output has been discribed. All the analysis offers an analytic tool to process the noisy images.