In: Statistics and Probability
10.2.8
A photoconductor film is manufactured at a nominal thickness of 25 mils. The product engineer wishes to increase the mean speed of the film, and believes that this can be achieved by reducing the thickness of the film to 20 mils. Eight samples of each film thickness are manufactured in a pilot production process, and the film speed (in microjoules per square inch) is measured. For the 25-mil film, the sample data result is
and while for the 20-mil film, the data yield and
Note that an increase in film speed would lower the value of the observation in microjoules per square inch.
(a) Do the data support the claim that reducing the film thickness increases the mean speed of the film? Use
and assume that the two population variances are equal and the underlying population of film speed is normally distributed. What is the P-value for this test? Round your answer to three decimal places (e.g. 98.765).
The data Choose your answer; The data _ the claim that reducing the film thickness increases the mean speed of the film
the claim that reducing the film thickness increases the mean speed of the film. The P-value is Enter your answer; The P-value is.
(b) Find a 95% confidence interval on the difference in the two means that can be used to test the claim in part (a). Round your answers to four decimal places (e.g. 98.7654).
Enter your answer; confidence interval, lower bound
Enter your answer; confidence interval, upper bound