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math.ST2024
Extension of the one-sample Kolmogorov-Smirnov test
Atsushi Komaba, Hisashi Johno, Kazunori Nakamoto
We propose here a new goodness-of-fit test, named the one-sample OVL-q test (q = 1, 2, . . .), which can be considered an extension of the one-sample Kolmogorov-Smirnov test (equiv…
math.ST2022
A novel statistical approach for two-sample testing based on the overlap coefficient
Atsushi Komaba, Hisashi Johno, Kazunori Nakamoto
Here we propose a new nonparametric framework for two-sample testing, named as the OVL- (). This can be regarded as a natural extension of the Smirnov test, wh…
math.ST2021
Decision tree-based estimation of the overlap of two probability distributions
Hisashi Johno, Kazunori Nakamoto
A new nonparametric approach, based on a decision tree algorithm, is proposed to calculate the overlap between two probability distributions. The devised framework is described ana…