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QuizMultiple Choice

How to Experiment Well — Quiz

Question 1 • Statistics

Randomization is important when assigning the participants to the treatment and control groups to ensure

Answer
A
that the experiment results can be generalized to all people.
B
that both groups have participants that like both popular juice brands.
C
that there will be the same number of participants in both groups.
D
that both groups are roughly equivalent with regards to demographics and juice preferences.

Explanation

Random assignment gives each participant an equal chance of entering either group, helping make the treatment and control groups roughly equivalent on characteristics such as demographics and juice preferences. This reduces the chance that preexisting differences, rather than the treatment, explain the results. Random assignment does not guarantee equal group sizes or ensure that results generalize to everyone.

AI-written and checked against the verified answer.

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