Juana, who has just received a postgraduate degree, feels lucky to have found a permanent job in this tough economy. She faced these statistics: Only 2/3 of the graduates of "top flight" schools and 1/3 of the graduates of lower ranked schools found permanent jobs within nine months of graduation. The top flight schools comprise 1/4 of the total number. What is the probability that Juana attended a top flight school?
P( top school ) = 0.25
P( lower ranked school ) = 0.75
P( permanent job | top school ) = (2/3)
P( permanent job | lower ranked school ) = (1/3)
Therefore using law of total probability, we get:
P( permanent job ) = P( permanent job | top school ) P( top school ) + P( permanent job | lower ranked school )P( lower ranked school )
P( permanent job ) = (2/3)*0.25 + (1/3)*0.75 = 0.4167
Using Bayes theorem now, we get:
P( top school | permanent job ) = P( permanent job | top school ) P( top school ) / P( permanent job )
P( top school | permanent job ) = (2/3)*0.25 / 0.4167
P( top school | permanent job ) = 0.4
Therefore 0.4 is the required probability here.
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