Your post is very well helpful for all those who are new to Statistics and data analysis. in the last paragraph you state that "For RCBD with two replications statistical analysis may be performed using the MANOVA option of the GLM procedure in SAS". I further inquire that if there are four replications, could MANOVA be performed? And can the same procedure be performed using SPSS? Please.