According to the American Medical Association, about 36% of all U.S. physicians under the age of 35 are women. Your company has just hired eight physicians under the age of 35 and none is a woman. If a group of women physicians under the age of 35 want to sue your company for discriminatory hiring practices, would they have a strong case based on these numbers? Use the binomial distribution to determine the probability of the company’s hiring result occurring randomly, and comment on the potential justification for a lawsuit.
(Round your answer to 4 decimal places.)
Probability of hiring result occuring randomly: enter the probability of the company’s hiring result occurring randomly
Answer)
As there are fixed number of trials and probability of each and every trial is same and independent of each other
Here we need to use the binomial formula
P(r) = ncr*(p^r)*(1-p)^n-r
Ncr = n!/(r!*(n-r)!)
N! = N*n-1*n-2*n-3*n-4*n-5........till 1
For example 5! = 5*4*3*2*1
Special case is 0! = 1
P = probability of single trial = 0.36
N = number of trials = 8
R = desired success = 0
P(0) = 8c0*(0.36^0)*(1-0.36)^7-0
P(0) = 0.0281474976710656 ~ 0.0281
As the probability is less than 0.05
It is a rare event or unusual event
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