Quality Quandaries: Studying Input-Output Relationships, Part II.

The article demonstrates with a simulated example the problem of spurious regression for autocorrelated data. This is one of the problems quality engineers may encounter when investigating possible input-output relationships. Suppose the process is an industrial furnace and one wants to see if there is a possible relationship between an input variable, such as fuel rate at a given time and the temperature in the furnace.