The Update Tool under Model in WinBUGS is used to set the number of iterations, refresh to keep you up to date at what iteration the program is on, and the number to thin . This will enable us to view trace plots of the samples to check convergence and to obtain posterior quantiles for a parameter (Fig. 9.6).