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="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Station</td><td class="align_center">Shapiro-Wilk</td><td class="align_center">ADF test</td><td class="align_center">Kendall’s tau</td><td class="align_center">Sen’s slope</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Iringa</td><td class="align_center">0.8967 (0.218)</td><td class="align_center">−14.399 (0.00008)</td><td class="align_center">0.053 (0.694)</td><td class="align_center">0.169</td></tr><tr><td class="align_left">Mbeya</td><td class="align_center">0.8941 (0.341)</td><td class="align_center">−3.7967 (0.0029)</td><td class="align_center">0.0368 (0.789)</td><td class="align_center">0.18</td></tr><tr><td class="align_left">Rukwa</td><td class="align_center">0.8639 (0.089)</td><td class="align_center">−4.2256 (0.000596)</td><td class="align_center">0.0621 (0.643)</td><td class="align_center">0.100</td></tr><tr><td class="align_left">Ruvuma</td><td class="align_center">0.9013 (0.175)</td><td class="align_center">−3.566 (0.000643)</td><td class="align_center">0.0322 (0.817)</td><td class="align_center">0.125</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Assumptions on extreme rainfall series using different tests.</div>

Advances in Meteorology

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Table 2

Table 2: Frequentist and Bayesian Approaches in Modeling and Prediction of Extreme Rainfall Series: A Case Study from Southern Highlands Region of Tanzania 

Table 2 | Frequentist and Bayesian Approaches in Modeling and Prediction of Extreme Rainfall Series: A Case Study from Southern Highlands Region of Tanzania 