In: Statistics and Probability
The amounts a soft drink machine is designed to dispense for each drink are normally distributed, with a mean of 11.711.7 fluid ounces and a standard deviation of 0.30.3 fluid ounce. A drink is randomly selected. (a) Find the probability that the drink is less than 11.511.5 fluid ounces. (b) Find the probability that the drink is between 11.311.3 and 11.511.5 fluid ounces. (c) Find the probability that the drink is more than 12.312.3 fluid ounces. Can this be considered an unusual event? Explain your reasoning. (a) The probability that the drink is less than 11.511.5 fluid ounces is nothing. (Round to four decimal places as needed.) (b) The probability that the drink is between 11.311.3 and 11.511.5 fluid ounces is nothing. (Round to four decimal places as needed.) (c) The probability that the drink is more than 12.312.3 fluid ounces is nothing. (Round to four decimal places as needed.) Is a drink containing more than 12.312.3 fluid ounces an unusual event? Choose the correct answer below. A. NoNo, because the probability that a drink contains more than 12.312.3 fluid ounces is greater thangreater than 0.05, this event is notis not unusual. B. NoNo, because the probability that a drink contains more than 12.312.3 fluid ounces is less thanless than 0.05, this event is notis not unusual. C. YesYes, because the probability that a drink contains more than 12.312.3 fluid ounces is less thanless than 0.05, this event isis unusual. D. YesYes, because the probability that a drink contains more than 12.312.3 fluid ounces is greater thangreater than 0.05, this event isis unusual.
Solution,
Given that ,
mean = = 11.7
standard deviation = = 0.3
a) P(x < 11.5 ) = P[(x - ) / < ( 11.5 - 11.7) / 0.3 ]
= P(z < -0.67 )
Using z table,
= 0.2514
b) P(11.3 < x < 11.5 ) = P[( 11.3 - 11.7)/ 0.3 ) < (x - ) / < ( 11.5 - 11.7) / 0.3 ) ]
= P( -1.33 < z < -0.67 )
= P(z < -0.67) - P(z < -1.33 )
Using z table
= 0.2514 - 0.0918
= 0.1596
c) P(x > 12.3 ) = 1 - P(x < 12.3)
= 1 - P[(x - ) / < ( 12.3 - 11.7) / 0.3]
= 1 - P(z < 2.00 )
Using z table
= 1 - 0.9772
= 0.0228
correct option is = C.
Yes, because the probability that a drinks contains more than 12.3 fluid ounces is less than 0.05,this event is unusual.