A Cluster Truncated Pareto Distribution and Its Applications

Table 2

Goodness-of-fit tests 𝑛=49 for hurricane example.

Method	Goodness-of-fit tests
	K-S test		A-D test		C-v-M test
	Test statistic	𝑃 value	Test statistic	𝑃 value	Test statistic	𝑃 value
Pareto(Hill)	0.1340	0.2900	2.7141	0.0383	0.2057	0.2568
TPD(Aban)	0.0948	0.6282	2.3126	0.0622	0.0964	0.6030
TPD(moment)	0.1053	0.5308	2.3672	0.0582	0.1095	0.5402
Kernel	0.0890^(2)	0.6805^(2)	2.2344^(1)	0.0685^(1)	0.0427^(1)	0.9187^(1)
Cluster	0.0741^(1)	0.8035^(1)	2.2584^(2)	0.0665^(2)	0.0467^(2)	0.8958^(2)

Note. In this paper, we use (1) to denote the best values and (2) to denote the second-best values in the tables.