A researcher wishes to use the $z$-test to compare the means of two groups. Which requirement is not necessary for the $z$-test?

• A. The population variances must be known
• B. The samples must be independent
• C. The data must be measured at least at the interval scale
• D. The sample sizes must be less than $10$

Answer: (D)