Describe the following types of sample designs, noting their similarities and differences. State also when it is appropriate to use each type of sample de- sign.
a. Random sample
b. Simple random samples
c. Convenience/grab bag samples
d. Systematic samples
e. Stratified
f. Cluster
g. Bootstrap