(calibration_markov_chain_results)= # Looking at the results Once the convergence of the chains has been assessed and thinning applied, the results can be analysed in more detail. While trace plots are already informative results on their own, several additional methods are available. Among the implemented tools, it is possible to display pairwise parameter traces (see [](#calibration_markov_chain_results_2dtrace)), visualise the posterior distributions (see [](#calibration_markov_chain_results_parameters)), and examine the residual distribution (see [](#calibration_markov_chain_results_residuals)). These methods are described in the following sections: ```{toctree} results/draw_2d_trace results/draw_parameters results/draw_residuals ```