How Does the Wilcoxon Rank-Sum Test Compare to the Corresponding

question 5

Essay

How does the Wilcoxon rank-sum test compare to the corresponding t-test in terms of efficiency, ease of calculations and assumptions required? Are there any kinds of data for which the Wilcoxon rank-sum test can be used but the t-test cannot be used?

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Definitions:

Self-Aware

Being self-aware means having a clear understanding of one's own personality, including strengths, weaknesses, thoughts, beliefs, motivation, and emotions.

Self-Realization

The fulfillment of one's own potential or the realization of one's true self, often considered a goal in various philosophical and spiritual traditions.

Humanistic

Pertaining to a psychological perspective that emphasizes individual potential and stresses the importance of growth and self-actualization.

Psychoanalytic

Related to a theory of psychology which posits that human behavior is influenced by unconscious motives and conflicts, developed by Sigmund Freud.