Question

In: Math

A random sample of 350 bolts from machine A contained 35 defective bolts, while an independently...

A random sample of 350 bolts from machine A contained 35 defective bolts, while an independently chosen, random sample of 250 bolts from machine B contained 17 defective bolts. Let P1 be the proportion of the population of all bolts from machine A that are defective, and let P2 be the proportion of the population of all bolts from machine B that are defective. Find a 99% confidence interval for P1-P2. Then complete the table below. Carry your intermediate computations to at least three decimal places. Round your responses to at least three decimal places. (If necessary, consult a list of formulas.) What is the lower limit of the 99% confidence interval? What is the upper limit of the 99% confidence interval?

Solutions

Expert Solution

Let be the proportion of the population of all bolts from machine A that are defective, and let be the proportion of the population of all bolts from machine B that are defective

From the samples we know the following

Overall proportion of defects is

The standard error of the difference between 2 proportions is

We can use normal distribution as the approximation to the sampling distribution of difference in proportions.

The significance level for 99% confidence interval is

The right tail critical value is

Using the standard normal table we can get for z=2.58 P(Z<2.58) = 0.995.

Hence

99% confidence interval is

ans: The lower limit of the 99% confidence interval is -0.028

The upper limit of the 99% confidence interval is 0.092


Related Solutions

Of the parts produced by a particular machine, 1% are defective. If a random sample of...
Of the parts produced by a particular machine, 1% are defective. If a random sample of 8 parts produced by this machine contains 2 or more defective parts, the machine is shut down for repairs. Find the probability that the machine will be shut down for repairs based on this sampling plan.
Only 4% of items produced by a machine are defective. A random sample of 200 items...
Only 4% of items produced by a machine are defective. A random sample of 200 items is selected and checked for defects. a. Refer to Exhibit 7-1. What is the expected value for ? b. What is the probability that the sample proportion will be within +/-0.03 of the population proportion c.What is the probability that the sample proportion will be between 0.04 and 0.07?
Among 12 metal parts produced in a machine shop, 3 are defective. If a random sample...
Among 12 metal parts produced in a machine shop, 3 are defective. If a random sample of 5 of these metal parts is selected, find: (a) The probability that this sample will contain at least two defectives. (Do not round the intermediate answers. Round your answer to 4 decimal places.) (b) The probability that this sample will contain at most one defective. (Round your answer to 4 decimal places.)
A random sample of 81 items is selected from a population of size 350. What is...
A random sample of 81 items is selected from a population of size 350. What is the probability that the sample mean will exceed 205 if the population mean is 200 and the population standard deviation equals 25​? ​(Hint: Use the finite population correction factor since the sample size is more than​ 5% of the population​ size.)
a random sample of n=35 is selected from a population with a mean of 69.3 and...
a random sample of n=35 is selected from a population with a mean of 69.3 and a standard deviation of 3.8, and the sample mean is calculated. describe the distribution of the sample mean (type and its 2 parameters) find that the probability of sample mean is between 66 and 72 find that P of sample mean is >67
1. A factory manufactures machines. Each machine is defective with probability 1/100, independently. The machines get...
1. A factory manufactures machines. Each machine is defective with probability 1/100, independently. The machines get numbered 1, 2, . . . as they’re produced (a) Out of machines 1, . . . , 1000, what is the probability that none are defective? (b) Out of machines 1, . . . , 1000, what is the probability that two or fewer are defective? (c) Out of machines 1, . . . , 1000, what is the probability that exactly ten...
A random sample of 350 voters from Delaware finds that 105 of them intend to vote...
A random sample of 350 voters from Delaware finds that 105 of them intend to vote for Bill McNeely in an upcoming election for Governor. Construct a 96% confidence interval for the population proportion of voters who intend to vote for Bill McNeely. Enter the lower and upper bounds for the interval in the following boxes, respectively. You may answer using decimals rounded to four places or a percentage rounded to two. Make sure to use a percent sign if...
In a manufacturing process a random sample of 36 bolts manufactured has a mean length of...
In a manufacturing process a random sample of 36 bolts manufactured has a mean length of 3 inches with a standard deviation of .3 inches. What is the 99% confidence interval for the true mean length of the bolt?
A worn machine is known to produce 10% defective components. If the random variable X is...
A worn machine is known to produce 10% defective components. If the random variable X is the number of defective components produced in a run pf 3 components, find the probabilities that X takes the values 0 to 3. Suppose now that a similar machine which is known to produce 1% defective components is used for a production run of 40 components.We wish to calculate the probability that two defective items are produced. Essentially we are assuming thatX~B(40,0.01) and we...
A simple random sample of 35 men from a normally distributed population results in a standard...
A simple random sample of 35 men from a normally distributed population results in a standard deviation of 11.4 beats per minute. The normal range of pulse rates of adults is typically given as 60 to 100 beats per minute. If the range rule of thumb is applied to that normal range, the result is a standard deviation of 10 beats per minute. Use the sample results with a 0.10 significance level to test the claim that pulse rates of...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT