The Central Limit Theorem States That as Sample Size Becomes

question 13

Multiple Choice

The Central Limit Theorem states that as sample size becomes large________.

• A) the sampling distribution of sample means approaches normality.
• B) the sampling distribution of sample means becomes larger.
• C) the population distribution becomes normal.
• D) the sample distribution becomes normal.

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Definitions:

Mathematical Statistics

A branch of mathematics dealing with the analysis, interpretation, presentation, and organization of data using statistical theories and methodologies.

Inferential Statistics

Statistical methods that allow researchers to make inferences or generalizations about a population based on a sample.

Representative Sample

A subset of a population that accurately reflects the members of the entire population.

Effect Size

A quantitative measure of the magnitude of a phenomenon, used to indicate the size of an experimental effect.