t and z test

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Why does the cfa book prefer t-test over z-test when sample size >30
 
It’s slightly more conservative, and more accurate. The differences, however, are slight. They will not give you a problem with a large sample size where using one test will lead to the correct answer choice but using the other will lead to a wrong answer choice.
 
Theoretically, in situations where the distribution is non-normal with sample size more than 30, t-test should be used.
In these situations, z-test can also be used. With increasing sample size, z-test gives very similar results just like with t-test. Technically speaking, you should prefer t-test over z-test.
But when you talk about CFA, you need not worry too much. As already mentioned by s2000magician, both tests would lead to correct answer choice.
 
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