When I want to run stability analysis in JMP, I click the following: Analyze-> Reliability and survival -> Degradation.
If my data has an increasing trend and I provide the upper specification limit, the result is fine and is what I expect.
If my data has a decreasing trend and I provide the lower specification limit, the result is also fine.
However, if my data has an increasing trend and I have a lower specification limit, I expect that the shelf life should be very high or infinite. But the result in JMP will show that the shelf life is 0, and this is because the lower bound of 95% confidence limit crosses the lower specification at a time less than 0. Please see attached example. Thanks.