In: Statistics and Probability
Suppose that the lifetimes of light bulbs are approximately normally distributed, with a mean of 57 hours and a standard deviation of 3.5 hours. With this information, answer the following questions. (a) What proportion of light bulbs will last more than 60 hours? (b) What proportion of light bulbs will last 50 hours or less? (c) What proportion of light bulbs will last between 57 and 61 hours? (d) What is the probability that a randomly selected light bulb lasts less than 45 hours? (a) The proportion of light bulbs that last more than 60 hours is nothing. (Round to four decimal places as needed.)
ANSWER for all PARTS please.
Solution :
Given that,
mean = = 57
standard deviation = = 3.5
a ) P (x > 60 )
= 1 - P (x < 60 )
= 1 - P ( x - / ) < ( 60 - 57 / 3.5 )
= 1 - P ( z < 3 / 3.5 )
= 1 - P ( z < 0.86 )
Using z table
= 1 - 0.8023
= 0.1977
Probability = 0.1977
b )P ( x < 50 )
P ( x - / ) < ( 50 - 57 / 3.5 )
P ( z < -7/ 3.5 )
P ( z < - 2 )
Using z table
= 0.0228
Probability = 0.0228
c ) P (57 < x < 61 )
P( 57- 57 / 3.5 )< ( x - / ) < ( 61 - 57 / 3.5 )
P ( 0 / 3. 5 < z < 4 / 3.5 )
P ( 0 < z < 1.14 )
P ( z < 1.14 ) - P ( z < 0 )
Using z table
= 0.8729 - 0.5000
= 0.3729
Probability = 0.3729
d ) P ( x < 45)
P ( x - / ) < (45- 57 / 3.5 )
P ( z < -12/3.5 )
P ( z < - 3.43 )
Using z table
= 0.0003
Probability = 0.0003