Question

In: Statistics and Probability

The mean lifetime for cardiac stents is 8.9years. A medical device company has implemented some improvements...

  1. The mean lifetime for cardiac stents is 8.9years. A medical device company has implemented some improvements in the manufacturing process and hypothesizes that the lifetime is now longer. A study of 40 new devices reveals a mean lifetime of 9.7 years with a standard deviation of 3.4 years. Is there statistical evidence of a prolonged lifetime of the stents?

    Run a hypothesis test at α = 0.05 level of significance using the 5-Step Approach:

    Step 1.   Set up hypotheses and determine level of significance   

    a) H0: μ = ___?___

    b) H1:  μ > ___?___  

    c)  α =  ___?___     

    Step 2: Select the appropriate test statistic for a one sample, continuous outcome and we'll state the sample is "large" at 40, so let's try the z-test statistic:

      { = 9.7,  = 8.9, s = 3.4, n (sample size) = 40}

    Step 3:  Setup decision rule:  

    d) Reject H0 if Z  > ___?___   (this is an upper-tailed test because H1: μ  > __ )

    Step 4.  Compute the test statistic.  

    e)    =  plug the numbers into the calculation to get the final answer: ___?___  

    Step 5.  Conclusion.  

    f & g) Reject or Fail to Reject H0 ___?___ ,  because ___?___  < 1.645

    h) There is or There is not ___?___  statistically significant evidence at α = 0.05 to show that the stent lifetime is longer than 8.9 years.

Solutions

Expert Solution

step 1:

null hypothesis:Ho μ = 8.9
Alternate Hypothesis:Ha μ > 8.9

c)alpha =0.05

step 2:

population mean μ= 8.9
sample mean 'x̄= 9.700
sample size    n= 40.00
std deviation σ= 3.40
std error ='σx=σ/√n= 0.5376
test stat z = '(x̄-μ)*√n/σ=   1.49

  Reject H0 if Z  > 1.645

Step 4.  Compute the test statistic =1.49

Step 5.  Conclusion.   Fail to Reject H0 beayuse z< 1.645

h)

There is not  statistically significant evidence at α = 0.05 to show that the stent lifetime is longer than 8.9 years


Related Solutions

Specification for a medical device calls for a mean lifetime,  of more than 160 days. The manufacturer...
Specification for a medical device calls for a mean lifetime,  of more than 160 days. The manufacturer is investigating whether or not the lifetime of the device meets this specification. A random sample of medical devices is selected and their estimated lifetime using is measured, with these results (in days): 159.7, 161.9, 164.7, 159.2, 161.3, 161.8, 162.9, 161, 158.5, 161.2. A normal probability plot looks reasonably straight. We will assume that these lifetimes are normally distributed. Consider a significance level α=0.05.  ...
It is believed that an electronic device has an average lifetime which is less than or...
It is believed that an electronic device has an average lifetime which is less than or equal to 4 years. A sample of 14 such devices was run until failure, and the average lifetime was found to be 3.56 years with a variance of 1.12. The p-value for the hypothesis test is approximate:
wite a paper on the cost of quality in a medical device company.
wite a paper on the cost of quality in a medical device company.
Grear Tire Company has produced a new tire with an estimated mean lifetime mileage of 36,500...
Grear Tire Company has produced a new tire with an estimated mean lifetime mileage of 36,500 miles. Management also believes that the standard deviation is 5000 miles and that tire mileage is normally distributed. To promote the new tire, Grear has offered to refund some money if the tire fails to reach 30,000 miles before the tire needs to be replaced. Specifically, for tires with a lifetime below 30,000 miles, Grear will refund a customer $1 per 100 miles short...
how you think economics impacts a manufacturing medical device company?
how you think economics impacts a manufacturing medical device company?
Background Helio, Inc. (the Company) is a medical device company founded in 2013 in Provo, Utah...
Background Helio, Inc. (the Company) is a medical device company founded in 2013 in Provo, Utah that specializes in the development and manufacturing of cutting-edge medical devices designed for all types of joint replacement surgeries. In January 2015, the FDA approved Helio’s premier product, a hinged titanium axle designed to provide physicians with more precise placement of joints during joint replacement surgery. In early 2016, approximately one year after the new product’s approval, the Company hired a new senior vice...
A critical component on a submarine has an operating lifetime that is exponentially distributed with mean...
A critical component on a submarine has an operating lifetime that is exponentially distributed with mean 0.50 years. As soon as a component fails, it is replaced by a new one having statistically identical properties. What is the smallest number of spare components that the submarine should stock if it is leaving for a one-year tour and wishes the probability of having an inoperable unit caused by failures exceeding the spare inventory to be less than 0.02? Please show that...
37.44•• A Σ+Σ+ particle has a mean lifetime of 80.2 ps. A physicist measures that mean...
37.44•• A Σ+Σ+ particle has a mean lifetime of 80.2 ps. A physicist measures that mean lifetime to be 403 ps as the particle moves in his lab. The rest mass of the particle is 2.12×10−27 kg.2.12×10−27 kg. (a) How fast is the particle moving? (b) How far does it travel, as measured in the lab frame, over one mean lifetime? (c) What are its rest, kinetic, and total energies in the lab frame of reference? (d) What are its...
1. As a biomedical engineer, your duty in a private medical device manufacturing company is to...
1. As a biomedical engineer, your duty in a private medical device manufacturing company is to develop, manufacture, and CE certified osteoinductive bone tissue engineering scaffold. Select one proper scaffold and scaffold manufacturing method that would allow manufacturing osteoinductive scaffold, and briefly explain. Define and explain two different adequate vasculogenesis strategies that you can apply to your scaffold. This scaffold will be implantable and permeable (long term). Define and explain the biocompatibility process for CE certification. What would be the...
Problem 16-03 Grear Tire Company has produced a new tire with an estimated mean lifetime mileage...
Problem 16-03 Grear Tire Company has produced a new tire with an estimated mean lifetime mileage of 36,500 miles. Management also believes that the standard deviation is 5000 miles and that tire mileage is normally distributed. To promote the new tire, Grear has offered to refund some money if the tire fails to reach 30,000 miles before the tire needs to be replaced. Specifically, for tires with a lifetime below 30,000 miles, Grear will refund a customer $1 per 100...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT