. 100 people comprised of 75 women and 25 men have applied for promotions at local postal distribution facility. Only 6 of these 100 can be promoted. Also, since each of these 100 people are equally qualified to be promoted, management has decided to implement a lottery system so that each person has a equal chance to be promoted. (a) Compute the probability that no woman is promoted. Simplify completely - you’ll need a calculator. (b) Compute the probability that exactly 1 woman is promoted. Simplify completely - you’ll need a calculator. (c) If you observed at most one woman being promoted, would you suspect foul-play by management? Why?

Respuesta :

Answer:

(a) The probability of no women being promoted is 17%.

(b) The probability of only one women being promoted is 6%.

(c) The probability of having 2 women or more in the promotions is 32%, so it is not suspicious.

Step-by-step explanation:

This is a case of combination (no replacement and order doesn't matter).

(a) The probability that no woman is promoted is equal to the probability of a man being choose for every promotion:

[tex]P(no\, woman)=P(x_1=m)*P(x_2=m)*P(x_3=m)*P(x_4=m)*P(x_5=m)*P(x_6=m)\\\\P(no\, woman)=(75/100)*(74/99)*(73/98)*(72/97)*(71/96)*(70/95)\\\\P(no\, woman)=\frac{1.45*10^{11}}{8.58*10^{11}} =0.17[/tex]

The probability of no women being promoted is 17%.

(b) The probability of only one woman being promoted is

[tex]P(one\, woman)=P(x_1=w)*P(x_2=m)*P(x_3=m)*P(x_4=m)*P(x_5=m)*P(x_6=m)\\\\P(one\, woman)=(25/100)*(75/99)*(74/98)*(73/97)*(72/96)*(71/95)\\\\P(one\, woman)=\frac{5.18*10^{10}}{8.58*10^{11}} =0.06[/tex]

The probability of only one women being promoted is 6%.

(c) The expected number of women in the 6 promotions can be calculated as [tex]E(w)=p_w*6=(25/100)*6=1.5[/tex].

This expected value, as approximated by a binomial distribution with p=0.25 (chances of picking a woman) and n=6, is

[tex]\sigma=\sqrt{np(1-p)}=\sqrt{6*0.25*0.75)}=\sqrt{1.125}=1.06[/tex]

If we compute the z-value for 2 woman, and approximating by the central limit theorem, we can calculate the probability of this event.

[tex]z=\frac{x-\mu}{\sigma}=\frac{2-1.5}{1.06}=  0.47[/tex]

Then P(z>-.47)=0.32 or 32%, what can be interpreted as the probability of having 2 or more women in the promotions.

We can conclude that it is not suspicious to have 2 women selected for promotions.