Question

In: Statistics and Probability

As a manufacturing engineer you have installed a new process. This process you feel improved the...

As a manufacturing engineer you have installed a new process. This process you feel improved the assembly time of the device.

You have gathered the following "old process" time and "new process" time. All times are in minutes. Assume the population of paired differences is approximately normally distributed.

The findings are in the following table.

OLD NEW
73 60
69 66
72 66
66 69
73 63
68 57
70 62

Use the 95% confidence interval for mu differences

1. What is the sum of the differences?

2.  What is the average d-bar of the differences? (three decimals)

3.  What area is in each tail?

4.  What is the standard deviation of the differences?

5.  What is the degrees of freedom ?  

6.  What is the t-value? (three decimals)

7.  What is the t-value times Sd / sqrt (n)?   (three decimals)

8.  What is the low estimate of improvement? (three decimals)

9.  What is the high estimate of improvement?   (three decimals)

Solutions

Expert Solution

Old(x1) New(x2)

73 60 13 37.735
69 66 3 14.877
72 66 6 0.735
66 69 -3 97.162
73 63 10 9.878
68 57 11 17.164
70 62 8 1.306

1) Sum of differences =

2) Average of differences

             (Round to 3 decimal)

3) Area in each tail:

Confidence level = c = 0.95

alpha = 1 - c = 1 - 0.95 = 0.05

left tail area = 0.05/2 = 0.025

right tail area = 0.05/2 = 0.025

4) Standard deviation of differences:

                               (Round to 4 decimal)

5) Degrees of freedom = n -1 = 7 - 1 = 6

6) t value for c = 0.95 and degrees of freedom = 6 is

tc = 2.447                      (From statistical table of t values)

7)

          (Round to 3 decimal)

8) Lower estimate

= 1.807

Lower estimate = 1.807

9)

Upper estimate

= 11.907

Upper estimate = 11.907


Related Solutions

Identify a problem at a company that you feel can be improved by implementing a new...
Identify a problem at a company that you feel can be improved by implementing a new process or technology. Note: This must be a real company and a real process that you feel needs improvement but the focus should NOT be on the company but rather on the process to be improved. Note: You may want to start with either a problem that you have identified at a company OR a technology advancement or tool that you feel could help...
A new paint process has been installed in a manufacturing facility. With this process, the facility...
A new paint process has been installed in a manufacturing facility. With this process, the facility has to wait only 58 minutes for drying before the next coat can be applied. That is, with the new process, the average dry time was 58 minutes and the standard deviation was 15.9 minutes for a sample of 30 automobiles. Compare this to the process that was replaced. This process (old process) was studied for 50 automobiles and the average dry time was...
Do you feel that the overall health of a population would be improved, if there was...
Do you feel that the overall health of a population would be improved, if there was universal healthcare, including prescription drugs and dental?
i. Assuming you are new engineer working in R & D division at manufacturing company which...
i. Assuming you are new engineer working in R & D division at manufacturing company which has decided to evaluate CAD/CAM system to adopt in your company in order to meet Industrial 4.0. (Select your company such plastic moulding, automotive, aerospace, marine etc). The company are required yourself to outline executive report for them to decided which suitable CAD/CAM system can be selected. Your report must discuss the suitable CAD/CAM system by referring to current trend which available can be...
Assuming you are new engineer working in R & D division at manufacturing company which has...
Assuming you are new engineer working in R & D division at manufacturing company which has decided to evaluate CAD/CAM system to adopt in your company in order to meet Industrial 4.0. Make an outline to decided which suitable CAD/CAM system can be selected to adapt with Industrial 4.0.
"Research and development (R & D) is a process intended to create new or improved technology...
"Research and development (R & D) is a process intended to create new or improved technology that can provide a competitive advantage at the business, industry, or national level." Would you agree that research and development plays a key factor in a cost or differentiation strategy? Should companies focus on both strategies or should just choose one and just focus on it? And if just one which one is preferable?  
Suppose that an engineer in charge of a car panel manufacturing process of 30 panels models...
Suppose that an engineer in charge of a car panel manufacturing process of 30 panels models the time to complete the manufacturing process to follow a gamma distribution with parameters α= 9 and β= 2. Let X represent the random variable that measures this time in minutes. a) What is the mean of this distribution? b) What is the standard deviation of this distribution? c) Calculate P (8≤X≤16) d) What is the 90th percentile of this distribution?
You are working on a manufacturing process that should produce products that have a diameter of...
You are working on a manufacturing process that should produce products that have a diameter of 3/4 of an inch. You take a random sample of 35 products and find the diameter to be 13/16 of an inch with a standard deviation of 5/32 of an inch. 3. Calculate a 95% confidence interval around the sample mean. What do you notice about this interval relative to the desired diameter and how does this relate to your answers in questions 1...
You are working on a manufacturing process that should produce products that have a diameter of...
You are working on a manufacturing process that should produce products that have a diameter of 3/4 of an inch. You take a random sample of 35 products and find the diameter to be 13/16 of an inch with a standard deviation of 5/32 of an inch. 1. Considering a t% level of significance, what can you state statistically about the process? Please include a null hypothesis, an alternative hypothesis, and use an appropriate test statistic (I.e. Zstat or Tstat).
Bank A and Bank B have each developed an improved process for serving customers. The waiting...
Bank A and Bank B have each developed an improved process for serving customers. The waiting period from the moment a customer enters until he or she reaches the counter needs to be shortened. A random sample of 10 customers is selected from each bank and the results​ (in minutes) are shown in the accompanying data table Bank A 2.18 2.38 3.02 3.02 3.11 4.57 4.29 4.37 5.28 5.83 Bank B 3.97 4.41 4.13 5.18 5.33 6.84 6.36 8.58 8.55...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT