When Performing Hypothesis Tests, There Are Assumptions That Must Be

question 21

Essay

When performing hypothesis tests, there are assumptions that must be met in order for the testto be appropriate. Describe the assumptions associated with a hypothesis test about apopulation mean when the sample size is small. For any assumptions that can be checkedusing sample data, describe how the check would be performed.

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Definitions:

American Adults

Individuals residing in the United States who are beyond the age of adolescence, typically considered to be 18 years and older.

Self-Reports

Data collection method where individuals provide information about themselves, usually through questionnaires or interviews, on their experiences, behaviors, or conditions.

Objective Measurements

Quantitative data obtained through standardized tests or instruments, providing unbiased metrics that are not influenced by personal feelings or opinions.

Overweight People

Individuals having a body mass index (BMI) above the normal range but not classified as obese.