In: Statistics and Probability
To test whether the mean time needed to mix a batch of material is the same for machines produced by three manufacturers, the Jacobs Chemical Company obtained the following data on the time (in minutes) needed to mix the material.
|
Manufacturer |
||||
| 1 | 2 | 3 | ||
| 21 | 34 | 16 | ||
| 27 | 32 | 15 | ||
| 25 | 37 | 19 | ||
| 23 | 33 | 18 | ||
a. Use these data to test whether the
population mean times for mixing a batch of material differ for the
three manufacturers. Use a=0.05.
Compute the values below (to 2 decimals, if necessary).
| Sum of Squares, Treatment | |
| Sum of Squares, Error | |
| Mean Squares, Treatment | |
| Mean Squares, Error |
Calculate the value of the test statistic (to 2 decimals).
___________
The p value is (less than .01, between .01 and .025, between .025 and .05, between .05 and .10, greater than .10)
What is your conclusion?
________ (Conclude the mean time needed to mix a batch of material is not the same for all manufacturers, Do not reject the assumption that mean time needed to mix a batch of material is the same for all manufacturers)
b. At the a=0.05 level of significance, use Fisher's LSD procedure to test for the equality of the means for manufacturers 1 and 3.
Calculate Fisher's LSD Value (to 2 decimals).
___________
What is your conclusion about the mean time for manufacturer 1 and the mean time for manufacturer 3 ?
(These manufacturers have different mean times, Cannot conclude there is a difference in the mean time for these manufacturers)

a)
| sum of square; treatment= | 584.00 |
| sum of square; error= | 44.00 |
| mean square; treatment= | 292.00 |
| mean square; error= | 4.89 |
| test statistic = | 59.73 |
The p value is less than .01
Conclude the mean time needed to mix a batch of material is not the same for all manufacturers,
b)
| Fisher's (LSD) for group i and j = (tN-k)*(sp*√(1/ni+1/nj) = | 3.54 | ||||
These manufacturers have different mean times