In order to improve the calculation accuracy of rainfall probability distribution in related applications, this study aimed select a theoretical function from applicable functions for three classes class-conditional density (CCPD) hourly series. The are generalized gamma (GΓD), normal (GND), and Weibull distribution. For reason that it is hard distinguish advantages disadvantages by plot error ...

We present a novel nonparametric adaptive partitioning and stitching (NAPS) algorithm to estimate probability density function (PDF) of single variable. Sampled data is partitioned into blocks using branching tree that minimizes deviations from uniform within various sample sizes arranged in staggered format. The block are constructed balance the load parallel computing as PDF for each independ...