Which of the Following Statements About Permutation Resamples and Tests

question 27

Multiple Choice

Which of the following statements about permutation resamples and tests is/are FALSE?

• A)Permutation resamples are drawn without replacement,unlike bootstrap resamples,which are drawn with replacement.
• B)Permutation resamples must be drawn in a way that is consistent with the null hypothesis and with the study design.
• C)Permutation tests do not require specific population shapes and,regardless of the shape and size of the population,give accurate P-values.
• D)Accurate permutation confidence intervals can be constructed assuming that the null hypothesis is true.
• E)The P-value of the permutation test is found by locating the original value of the statistic on the permutation distribution.The proportion of resamples with statistics that exceed the original observed statistic is the P-value.

---

Definitions:

Community Mental Health

Community mental health focuses on the assessment, treatment, and prevention of mental disorders within communities, often emphasizing accessibility and the reduction of stigma associated with mental illness.

Counseling Psychology

A branch of psychology that assists people with problems in living (often related to school, work, or marriage) and in achieving greater well-being.

Helping Profession

Career paths that are focused on improving the well-being of others, such as healthcare, education, and social work.

Marriage

A legally and socially sanctioned union between individuals that establishes rights and obligations between them and their children.