Final answer:
The variables X, n, and p' can be defined in the context of the problem. The normal distribution should be used for this problem.
Step-by-step explanation:
a.
X = 288, n = 374, p' = 288/374
b.
X represents the number of married couples in the sample who have two or more personality preferences in common, n represents the total number of married couples in the sample, and p' represents the sample proportion of married couples who have two or more personality preferences in common.
c.
The distribution that should be used for this problem is the normal distribution since the sample size is large (n > 30).