The signal estimate and statistical error analysis for edge technique is made in details in this paper. The function and the value of an error factor are given in ideal and actual conditions. The effects of signal averaging and background noise on the statistical errors are discussed. The final conclusion is: edge technique has high signal-to-noise ratio, small statistical errors, large measuring range in high accuracy, and can prevent back ground noise in some way.