Closed rccreswell closed 4 months ago
Are these new ideas, or are they commonly used plots?
I think this is great work, but a bit worried how we're going to write documentation etc. without papers to refer to for details.
@MichaelClerx these will be in Richard's paper that will be submitted soon. I don't think we should be too led by publications for what to include / not though; otherwise, the whole of Pints wouldn't really be in there ;)
Haha, fair enough! As long as the end result makes sense to outsiders I'm happy. (I guess the notebooks take care of that!)
@ben18785 and I have been looking at some additional diagnostic plots for residuals. These are helpful for detecting when an IID noise process is inadequate and correlation or non-stationary behaviour is present. Functionality for these plots could be added to Pints in the pints.residuals_diagnostics module.
Three diagnostics which could be added are: