The Biggest Complaint About Significance Tests Is That They Are

question 3

Multiple Choice

The biggest complaint about significance tests is that they are

• A)often misused.
• B)mathematically inconsistent.
• C)based on non-random samples.
• D)difficult to learn.

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Definitions:

Type II Error

A statistical error that occurs when a false null hypothesis is not rejected, meaning a real effect or difference is missed.

Power of the Test

The probability that the test correctly rejects a false null hypothesis, effectively detecting an effect when there is one.

Normally Distributed

A probability distribution that demonstrates symmetry around its mean, indicating that occurrences diminish as distance from the mean increases.

Probability

The quantification of the chance of an event happening, represented as a numerical value ranging from 0 to 1.