A method and apparatus for inspecting a semiconductor device in which failure occurence conditions on a whole wafer are estimated by calculating the statistic of potential contrasts in pattern sections from sampled images to implement higher throughput, and defective conditions of a process are detected at an early stage with the help of time series data of the estimate result.