Question

In: Statistics and Probability

The records of a random sample of 25 Amazon employees in a large city showed that...

The records of a random sample of 25 Amazon employees in a large city showed that the average years these employees had worked for the Amazon was ?̅= 4 years. Assume that we know that the population distribution of years Amazon employees have spent with the company is approximately Normal, with standard deviation ? = 1.3 years. Assume all conditions have been met. Construct and interpret a 99% confidence interval for the true mean years the population of Amazon employees have spent with the company.

Give the Calculations and interpret:

Solutions

Expert Solution

Solution

Given that,

= 4

=1.3

n = 25

At 99% confidence level the z is ,

= 1 - 99% = 1 - 0.99 = 0.01

/ 2 = 0.01 / 2 = 0.005

Z/2 = Z0.005 = 2.576

Margin of error = E = Z/2* (/n)

= 2.576 * (1.3 / 25 )

= 0.67

At 99% confidence interval estimate of the population mean is,

- E < < + E

4 0.67 < < 4 + 0.67

3.33 < < 4.67

(3.33 , 4.67)


Related Solutions

A random sample of 25 employees for the retailer showed a sample mean of 15.1 minutes...
A random sample of 25 employees for the retailer showed a sample mean of 15.1 minutes and a standard deviation of 3 minutes. Assume that the time spent by employees on personal phone calls is normally distributed. Let μ denote the mean time spent by employees spent on personal phone calls. (a) An employee group for a national retailer claims that the mean time spent by employees on personal phone calls is more than 20 minutes per day. Specify the...
A random sample of 25 employees of a local utility firm showed that their monthly incomes...
A random sample of 25 employees of a local utility firm showed that their monthly incomes had a sample standard deviation of $112. Provide a 90% confidence interval estimate for the standard deviation of the incomes for all the firm's employees.
In a large corporation, 65% of the employees are male. A random sample of 5 employees...
In a large corporation, 65% of the employees are male. A random sample of 5 employees is selected. We wish to determine the probability of selecting exactly 3 males. Use an appropriate probability distribution to answer the following: (a) Define the variable of interest for this scenario. (b) What is the probability that the sample contains exactly three male employees? (c) Justify the suitability of the probability distribution that you used to solve part (a). (d) What is the expected...
In a large corporation, 65% of the employees are male. A random sample of 5 employees...
In a large corporation, 65% of the employees are male. A random sample of 5 employees is selected. We wish to determine the probability of selecting exactly 3 males. Use an appropriate probability distribution to answer the following: (a) Define the variable of interest for this scenario. (b) What is the probability that the sample contains exactly three male employees? (c) Justify the suitability of the probability distribution that you used to solve part (a). (d) What is the expected...
A random sample of 25 workers showed that the average workweek in the United States is...
A random sample of 25 workers showed that the average workweek in the United States is down to only 35 hours, largely because of a rise in part-time workers. The variance of the sample was 18.49 hours. Assuming that the population is normally distributed, calculate a 98% confidence interval for the population standard deviation.
A random sample of six employees assigned to each of the three departments showed the number...
A random sample of six employees assigned to each of the three departments showed the number of days absence because of illness during the year: Employee Radiology Laboratory Dietary 1 9 4 10 2 6 2 13 3 7 3 11 4 5 6 9 5 8 5 8 6 7 1 12 if α = 0.05, determine whether the differences among the departments are significant. 1) Identify the null hypothesis. 2) Identify the alternative hypothesis. 3) Determine the value...
A random sample of 16 registered nurses in a large hospital showed that they worked on...
A random sample of 16 registered nurses in a large hospital showed that they worked on average 44.7hours per week. The standard deviation of the sample was 2.2. Estimate the mean of the population with 90%confidence.Assume the variable is normally distributed. Round intermediate answers to at least three decimal places. Round your final answers to one decimal place.
5. Thirty percent of the employees of a large company are minorities. A random sample of...
5. Thirty percent of the employees of a large company are minorities. A random sample of 8 employees is selected. (Total: 7 marks; a-c: 2 marks each, d: 1 mark) a. What is the probability that the sample contains exactly 7 minorities? b. What is the probability that the sample contains less than 5 minorities? c. What is the probability that the sample contains exactly 1 non-minority? d. What is the expected number of minorities in the sample
A random sample of 250 households in a large city revealed that the mean number of...
A random sample of 250 households in a large city revealed that the mean number of televisions per household was 2.76 From previous analyses we know that the population standard deviation is 1.8. a) State the appropriate hypotheses, if we wish to determine that the true mean number of televisions per household is at least 2.5. b) Test the hypotheses at the 10% significance level and explain your conclusion.
A simple random sample of 100 flights of a large airline (call this airline 1) showed...
A simple random sample of 100 flights of a large airline (call this airline 1) showed that 64 were on time. A simple random sample of 100 flights of another large airline (call this airline 2) showed that 80 were on time. Let p1 and p2 be the proportion of all flights that are on time for these two airlines. 21.Suppose we wish to conduct the test at a 10% significance level. What would our decision be? Based on that...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT