Question: . This problem is based on an article appearing in the Atlantic that explores whether gender bias exists in the field of mathematics.[1] At a

. This problem is based on an article appearing in the Atlantic that explores whether gender bias exists in the field of mathematics.[1] At a mathematical conference, a speaker panel of 20 professionals was chosen. The panel was comprised of 19 men and one woman. Assuming that 25% of Ph.D. mathematicians are female, what is the probability of obtaining this panel configuration, or one more extreme, by random chance?

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