Flashcard: Understanding Statistical Errors and Reproducibility — 9 carte

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1Domanda

Null hypothesis — role?

Risposta

Default claim of no effect.

2Domanda

Null hypothesis (statistical)

Risposta

States no effect or difference.

3Domanda

Type I error — definition?

Risposta

False positive; effect found when none exists.

4Domanda

Rejection of null

Risposta

Concludes an effect exists.

5Domanda

True positive

Risposta

Correctly detects effect.

6Domanda

Type I error

Risposta

False positive, effect claimed but none.

7Domanda

Type II error

Risposta

False negative, missed real effect.

8Domanda

P value (definition)

Risposta

Probability data as extreme if null true.

9Domanda

Reproducibility crisis

Risposta

Difficulty replicating study results.

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1. In frequentist hypothesis testing, what does the null hypothesis stance represent?

2. What does a null hypothesis stance represent in statistical hypothesis testing?

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