A new method of petroleum resource assessment, based on the combination of geologic analogy and statistic simulation, is formulated in this paper.

With the rapid development of statistic mechanics theory and computer technology, computer molecular simulation has became a powerful tool to study the fluid in molecular level.

The limitation of current gross error detection techniques was discussed emphatically and a combined detection technique of combining the process simulation with statistic detection was presented.