In a test, three components are weighed before and after a treatment. The components all gain weight, due to the nature of the test. It is not possible for a component to lose weight. Various factors of interest may have caused the weight gain. In a typical model, one can choose to see the Profiler. Here, without constraint, the Profiler can predict a negative response for a given factor level.
Is there a way to constrain the Profiler to avoid suggesting a negative response for a factor level? Please offer guidance!