While researching a topic, a student has taken the following notes:
<ul> <li>Frequentist statistics treat probability as long-run frequency.</li> <li>Bayesian statistics treat probability as a measure of belief that updates with evidence.</li> <li>Frequentist methods rely on hypothesis tests and p-values.</li> <li>Bayesian methods produce posterior probability distributions.</li> <li>Both are widely used in science.</li> </ul> The student wants to contrast the conceptual approaches of the two statistical traditions. Which choice most effectively uses relevant information from the notes to accomplish this goal?Which choice most effectively makes the student's point?
- Acheck_circle
Whereas frequentist statistics treat probability as long-run frequency, Bayesian statistics treat it as a measure of belief that updates with evidence.
- B
Frequentist methods rely on hypothesis tests.
- C
Both are widely used in science.
- D
Frequentists use p-values; Bayesians use posteriors.
Explanation
The goal is contrasting concepts. Choice C juxtaposes the conceptual definitions. A is similarity, B contrasts only tools, D describes one tradition.