In: Statistics and Probability
This is a sampling distribution question in intro statistics.
During the last week of the semester, students at a certain college spend on the average 4.2 hours using the school's computer terminals with a standard deviation of 1.8 hours. For a random sample of 36 students at that college, find the probabilities that the average time spent using the computer terminals during the last week for the semester is
a) at least 4.8 hours
b) between 4.1 and 4.5 hours
Please show your work.
Solution:
Given that,
mean = = 4.2 hours
standard deviation = = 1.8 hours
Sample = 36
= 4.2
= ( /n) = (1.8 / 36 ) = 0.3
a ) p ( 4.8)
= 1 -p ( 4.8 )
= 1 - p ( - /) (4.8 - 4.2 / 0.3)
= 1 - p ( z 0.6 / 0.3 )
= 1 - p ( z 2 )
Using z table
= 1 - 0.9772
= 0.0228
Probability = 0.0228
b ) p ( 4.1 < < 4.5)
= p (4.1 - 4.2 / 0.3) p ( - /) < (4.5 - 4.2 / 0.3)
= p (- 0.1 / 0.3 < z < 0.3 / 0.3 )
= p (0.33 < z < 1 )
= p ( z < 1 ) - p ( z < 0 .33 )
Using z table
= 0.8413 - 0.6293
= 0.2120
Probability = 0.2120