Suppose that the lifetimes of light bulbs are approximately normally​ distributed, with a mean of 56 hours and a standard deviation of 3.3 hours. With this​ information, answer the following questions. ​(a) What proportion of light bulbs will last more than 61 ​hours? ​(b) What proportion of light bulbs will last 53 hours or​ less? ​(c) What proportion of light bulbs will last between 57 and 62 ​hours? ​(d) What is the probability that a randomly selected light bulb lasts less than 46 ​hours?

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Answer:

a. 0.07  or 7%

b. 0.1841  or 18%

c. 0.35 or 35%

d. 0%

Step-by-step explanation:

Given

Mean=μ=56 hours

and

Standard Deviation=σ=3.3 hours

In order to find the proportions of light bulbs we will have to find the z-scores.

The formula for z-score is:

z-score=(x-μ)/σ

So,

a) proportion of light bulbs that will last more than 61 hours

z-score=(61-56)/3.3

=5/3.3

=1.5151

The area to the left of z-score 1.5151 is 0.9344. As we have to caclculate the proportion of light bulbs greater than 61 hours.

Area to the right of z-score=1-0.9344

=0.0656

Rounding off to the nearest 10 will give us 0.07

7% of the bulbs will last more than 61 hours.  

b) What proportion of light bulbs will last 53 hours or less?

z-score=(53-56)/3.3

=(-3)/3.3

=-0.9090

Area to the left of z-score is 0.18406. Rounding off will give us:

=0.1841

18% of the bulbs will last 53 hours or less.  

c) What proportion of light bulbs will last between 57 and 62 hours?  

z-score for 57=(57-56)/3.3  

=1/3.3

=0.3030

The area to the left of z-score 0.3030 is 0.61791

z-score for 57=(62-56)/3.3  

=6/3.3

=1.8181

The area to the left of z-score 1.8181 is 0.96485

Area between z-scores of 57 and 62=0.96485-0.61791

=0.34694

Rounding off gives 0.35

35% of the bulbs will last between 57 to 62 hours.

d) What is the probability that a randomly selected light bulb lasts less than 46 hours?

z-score for 46=(46-56)/3.3  

=(-10)/3.3

=-3.0303

Area to the left of z-score is 0.00122. Rounding off gives 0.00. So almost zero percent of the bulbs will last less than 46 hours ..

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