Question

Suppose that for a particular brand of light bulb, the lifetime (in months) of any randomly...

Suppose that for a particular brand of light bulb, the lifetime (in months) of any randomly selected bulb follows an exponential distribution, with parameter l = 0.12

           a)    What are the mean and standard deviation for the average lifetime of the particular brand of light bulbs? What is the probability a single bulb will last greater than 9 months?

           b)    If we randomly select 25 light bulbs of the particular brand, what are the mean and standard deviation of the sampling distribution of average lifetimes of samples of 25 bulbs? What is the probability the sample of bulbs will last greater than 9 months on average?

Homework Answers

Answer #1

a)

Lets' say l = λ = 0.12

ß = mean = E[x] =    1/λ =    8.33 months

variance =    1/λ² =    69.44444444
std dev =    √variance =    8.33

Mean great than 9 probability will be:

P ( X >    9   ) = e^(-x/ß) =    0.3396

b)

Mean of sample in case of exponential distribution will be equal to that of population.(Central Limit theorem)

Mean = 8.33 months

Standard deviation = Standard deviation of Population/sqrt(n) = 8.33/sqrt(25) = 8.33/5 = 1.666


Now P(mean of sample > 9) = P(z> (mean - 9)/standard deviation

=P(z> (8.33 - 9)/ 1.666 = P(z> (8.33 - 9)/ 1.666  

=P(z> -0.40216)

=0.6562

Please revert back in case of any doubt.

Know the answer?
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for?
Ask your own homework help question
Similar Questions
Let X denote the lifetime of a light bulb of a certain brand. Suppose that the...
Let X denote the lifetime of a light bulb of a certain brand. Suppose that the lifetime of a light bulb of this particular brand has an exponential distribution with mean lifetime of 200 hours. What is the probability that a light bulb has a lifetime between 100 and 400 hours?
The lifetime of a light bulb in a certain application is normally distributed with mean =...
The lifetime of a light bulb in a certain application is normally distributed with mean = 1000 hours and a standard deviation = 100 hours. A) What is the probability that a lightbulb will last more than 1100 hours? B) Find the 10th percentile of the lifetimes C) What is the probability that the lifetime of a light bulb is between 900 and 1100 hours?
Problem 7 Suppose you have a random variable X that represents the lifetime of a certain...
Problem 7 Suppose you have a random variable X that represents the lifetime of a certain brand of light bulbs. Assume that the lifetime of light bulbs are approximately normally distributed with mean 1400 and standard deviation 200 (in other words X ~ N(1400, 2002)). Answer the following using the standard normal distribution table: Approximate the probability of a light bulb lasting less than 1250 hours. Approximate the probability that a light bulb lasts between 1360 to 1460 hours. Approximate...
Suppose that it is known that the time it takes a certain light bulb to burn...
Suppose that it is known that the time it takes a certain light bulb to burn out is normally distributed with mean time 1450 hours and standard deviation 145 hours. a.Describe the shape of the sampling distribution of ?̅if 10 light bulbs are randomly selected. Justify your answer. b.Find the mean and standard deviation of the sampling distribution of ?̅if 10 light bulbs are randomly selected. c.Find the proportion of all light bulbs produced that take more than 1500 hours...
The lifetime of a certain brand of electric light bulb is known to have a standard...
The lifetime of a certain brand of electric light bulb is known to have a standard deviation of 53 hours. Suppose that a random sample of 100 bulbs of this brand has a mean lifetime of 481 hours. Find a 99% confidence interval for the true mean lifetime of all light bulbs of this brand. Then complete the table below. Carry your intermediate computations to at least three decimal places. Round your answers to one decimal place. (If necessary, consult...
The lifetime of a certain brand of electric light bulb is known to have a standard...
The lifetime of a certain brand of electric light bulb is known to have a standard deviation of 51 hours. Suppose that a random sample of 150 bulbs of this brand has a mean lifetime of 481 hours. Find a 90% confidence interval for the true mean lifetime of all light bulbs of this brand. Then complete the table below. Carry your intermediate computations to at least three decimal places. Round your answers to one decimal place. (If necessary, consult...
It is known that the lifetime of a certain type of light bulb is normally distributed...
It is known that the lifetime of a certain type of light bulb is normally distributed with a mean lifetime of 1,060 hours and a standard deviation of 125 hours. What is the probability that a randomly selected light bulb will last between 1,000 and 1,100 hours?
8.A manufacturing company of light bulb claims that an average light bulb lasts 500 days. A...
8.A manufacturing company of light bulb claims that an average light bulb lasts 500 days. A contractor randomly selects 30 bulbs for testing. The sampled bulbs last an average of 490 days, with a standard deviation of 100 days. If the claim were true, what is the probability that 30 randomly selected bulbs would have an average life of no more than 490 days?
Two light bulbs, have exponential lifetime where expected lifetime for bulb A is 500 hours and...
Two light bulbs, have exponential lifetime where expected lifetime for bulb A is 500 hours and expected lifetime for bulb B is 200 hours. a) What is the expected time until bulb A or bulb B malfunctions ? b) What is the probability that bulb A malfunctions before bulb B ?  
Suppose that a certain brand of light bulb has a mean life of 450 hours and...
Suppose that a certain brand of light bulb has a mean life of 450 hours and a standard deviation of 73 hours. Assuming the data are bell-shaped: (Show work to get full credit) a. Would it be unusual for a light bulb to have a life span of 320 hours? 615 hours? Justify each response. b. According to the Empirical Rule, 99.7% of the light bulbs have a lifetime between what two values? c. Determine the percentage of light bulbs...
ADVERTISEMENT
Need Online Homework Help?

Get Answers For Free
Most questions answered within 1 hours.

Ask a Question
ADVERTISEMENT