I have some data about two machines, each machine has 10-15 operation logs, and inside the log are the time-stamped status checks that takes on the value of
1 if there is a warning and
The question is to decide which machine is better? (in terms of less warnings in the log)
I am thinking of the two approaches to test the difference:
Assuming that each status check is independent (both within- and between-operations), that way the problem becomes a typical frequency count test and I can apply proc
Because the records comes from different operation logs, I wonder if I should factor in the operation into the test? In other words, is there any frequency test that considers the possible correlation of status within each operation?