.
This post contains many words, but still is UNCLEAR.
Lets consider this passage
"A randomly selected candidate who took a CFA exam tells you that he has passed the exam."
To which of the numerous exams/stages does this statement relate ?
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My experience tells me that when the problem formulation contains so many words,
its true goal is not to teach - it is to confuse.