In: Statistics and Probability
A used car salesperson claims that the probability of he selling a used car to an individual looking to purchase a used car is 70% and this probability does not vary from individual to individual. Suppose 5 individuals come to speak to this salesperson one day. If his belief is correct,
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probability of a used sales person selling a used car to an individual looking to purchase a used car :p= 70/100=0.7
probability of a used sales person not selling a used car to an individual looking to purchase a used car q:1-p=1-0.7 =0.3
Number of individual came to speak to this sales person on one day : n= 5
a. The probability that he will sell a car to the first individual he speaks to is = p =0.70
b. The probability that he will not sell a car to any of these 5 individuals =
Probability that he will not sell a car to first individual x Probability that he will not sell a car to second individual x Probability that he will not sell a car to third individual x Probability that he will not sell a car to fourth individual x Probability that he will not sell a car to fifth individual
= 0.3 x 0.3 x 0.3 x 0.3 x 0.3 =0.00243
The probability that he will not sell a car to any of these 5 individuals = 0.0024
c.
X : Number of individuals he will sell car to
X follows Binomial distribution with n=5 and p=0.7
Probability that he will sell a car to r individuals is = P(X=r)
The probability that he will sell a car to exactly 2 individuals is
The probability that he will sell a car to exactly 2 individuals is 0.1323
Mean of binomial distribution =np
Standard deviation of binomial distribution =
c.
The expected number of individuals he will sell a car to is = np = 5 x 0.7 =3.5
The expected number of individuals he will sell a car to is 3.5
d. The standard deviation (to 4 decimal places) in the number of individuals to whom he will sell a car is
The standard deviation (to 4 decimal places) in the number of individuals to whom he will sell a car is 1.0247
e.
If the salesperson pays the dealership who allows him to sell cars $1000 per day for the privilege of working at the dealership, and, if he earns $2000 for each car he sells, the expected income per day is
Amount paid by the salesperson to the dealership per day = $1000
Amount earned by the sales person for each car he sells = $2000
Expected amount earned by the sales =2000 x The expected number of individuals he will sell a car to = 2000 x 3.5 = 7000
expected income per day
= Expected amount earned by the sales - Amount paid by the salesperson to the dealership per day
= 7000 - 1000 =6000
expected income per day is $6000