What is a hypothesis test?
Hypothesis testing is a method to validate your ideas concerning the causes behind problems that may arise in your process operation.
Why hypothesize?
Once a hypothesis has been validated (diagnosis), mitigating actions can be conducted to correct the problems or a monitor can be set up to alert you on the re-emergence of a problem.
How to conduct a hypothesis test?