Question

In: Statistics and Probability

Two factors, time and medium are investigated on bacterial count on specimens. The response values are...

Two factors, time and medium are investigated on bacterial count on specimens. The response values are given.

a. Perform a factorial analysis using the EXCEL spreadsheet.

b. Create a factorial design square

c. Draw the main effects plot

d. Give conclusions

Medium

time 10

time 15

time 20

1

2.6

4.0

5.5

1

2.7

4.1

5.4

2

3.7

5.7

7.8

2

3.8

5.8

7.7

Solutions

Expert Solution

(a) The EXCEL spreadsheet is:

(b) The Analysis of Variance table is:

Source DF Adj SS Adj MS F-Value P-Value
Medium 1 8.6700 8.6700 92.48 0.000
time 2 23.1200 11.5600 123.31 0.000
Error 8 0.7500 0.0938
Lack-of-Fit 2 0.7200 0.3600 72.00 0.000
Pure Error 6 0.0300 0.0050
Total 11 32.5400

(c) The main effects plot is:

(d) There is a main effect of time and medium on bacterial count on specimens.


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