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Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces

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The distribution function is essential in statistical inference and connected with samples to form a directed closed loop by the correspondence theorem in measure theory and the Glivenko-Cantelli and Donsker properties. This connection creates a paradigm for s... ...