I intended to do longitudinal data analysis using Bayesian framework. My model has both random slope and intercept. However, when checking convergence, it seems that I am not entirely satisfied with the output. I want to apply hierarchical centering to see if it improves the convergence or not but I really struggle myself of how to implement it in my case.

Any help would be very useful for me. Thank you a lot.

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