Błąd typu I kontra błąd typu II

Donated blood is tested for infectious diseases and other contaminants. Since most donated blood is safe, it saves time and money to test batches of donated blood rather than test individual samples. A certain test is performed to see if a certain toxin is present, and the entire batch is discarded if the toxin is detected. This is similar to using a null and an alternative hypothesis to determine whether to discard or keep the batch. The hypotheses being tested could be stated as:

H_{0} :

The batch does not contain the toxin.

H_{a} :

The batch contains the toxin.

What would be the consequence of a Type I error in this context?

(Choice A)
The batch is discarded when it actually contains the toxin.
(Choice B)
The batch is discarded when it actually doesn't contain the toxin.
(Choice C)
The batch is kept when it actually contains the toxin.
(Choice D)
The batch is kept when it actually doesn't contain the toxin.

Statystyka i prawdopodobieństwo

Kurs: Statystyka i prawdopodobieństwo > Rozdział 12

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