Title: Approximation of Cramer-von Mises test statistic by weighted sum of chi-square variables. Abstract: Making use of an elementary property of order statistics, it is shown that Cramer-von Mises goodness of fit test statistics can be written as a weighted sum of chi-squared variables for reasonably large sample. It holds true even when parameters are unknown and estimated by various estimation procedures under mild regularity conditions.