Completely Randomized Design
Advantages
Extremely easy to construct
Easy to analyze, even for unbalanced data
Can be used for any number of treatments
Disadvantages
Best suited for relatively few treatments
Homogeneous experimental units are needed
Randomized Block Design
Advantages
For comparing several means with one nuisance variable
Easy to construct
Simple analysis
Can be used for any number of treatments and blocks
Disadvantages
Best for relatively few treatments
Additional nuisance variables cause inefficiency
Treatment effects must not vary from block to block