In: Statistics and Probability
The following table shows the record of the weight of all boxes in an EMS delivery truck.
| Weight of box (lb) | No. of boxes | 
| 1-10 | 8 | 
| 11-20 | 7 | 
| 21-40 | 5 | 
a) If you randomly select 8 boxes from this truck without replacing the box after each pick, what is the probability that at least 6 of them are 10 pounds or lighter?
b) If you randomly select 8 boxes from this truck with replacing the box after each pick, what is the probability that at least 6 of them are 10 pounds or lighter?
here let X follows number of boxes which are 10 pounds or lighter
without replacement:
| here this is hypergeometric distribution with parameter: | ||
| sample size n= | 8 | |
| population N= | 20 | |
| success size k=(number of total boxes 10 pound or lighter)= | 8 | |
a)
| P(X>=6)=1-P(X<=5)= | 1-∑x=05 (8Cx)(20-8C8-x)/(20C8) = | 0.0154 | 
b)
with replacement:
| here this is binomial with parameter n=8 and p=8/20 =0.4 | 
probability that at least 6 of them are 10 pounds or lighter:
| P(X>=6)=1-P(X<=5)= | 1-∑x=05 (8Cx)0.4x(0.6)(8-x) = | 0.0498 |