Frequentist and Bayesian Approaches in Modeling and Prediction of Extreme Rainfall Series: A Case Study from Southern Highlands Region of Tanzania

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Methods</td><td class="align_center">MAE</td><td class="align_center">RMSE</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Bayesian MCMC</td><td class="align_center">0.312</td><td class="align_center">0.243</td></tr><tr><td class="align_left">MLE</td><td class="align_center">0.327</td><td class="align_center">0.268</td></tr><tr><td class="align_left"><i>L</i>-moments</td><td class="align_center">0.342</td><td class="align_center">0.253</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Performance comparison of MLE, <i>L</i>-moments, and Bayesian MCMC.</div>

Advances in Meteorology

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Table 6

Table 6: Frequentist and Bayesian Approaches in Modeling and Prediction of Extreme Rainfall Series: A Case Study from Southern Highlands Region of Tanzania 

Table 6 | Frequentist and Bayesian Approaches in Modeling and Prediction of Extreme Rainfall Series: A Case Study from Southern Highlands Region of Tanzania 