I want to know what if the block effect is significant in 2-level factorial experiment. I just know that the block will be excluded from the model if its effect is insignificant resulting in a reduced model to be obtained. On the other hand, I haven't known what to do if the block is significant. Is the model including block and factors be valid for use? Can anybody kindly share your knowledge/idea/comment for the issue?