Approximations for weighted Kolmogorov–Smirnov distributions via boundary crossing probabilities
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DOI: 10.1007/s11222-016-9701-y
Abstract: A statistical application to Gene Set Enrichment Analysis implies calculating the distribution of the maximum of a certain Gaussian process, which is a modification of the standard Brownian bridge. Using the transformation into a boundary… read more here.
Keywords: weighted kolmogorov; smirnov distributions; distributions via; boundary crossing ... See more keywords
A Kolmogorov-Smirnov test for the molecular clock based on Bayesian ensembles of phylogenies
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DOI: 10.1371/journal.pone.0190826
Abstract: Divergence date estimates are central to understand evolutionary processes and depend, in the case of molecular phylogenies, on tests of molecular clocks. Here we propose two non-parametric tests of strict and relaxed molecular clocks built… read more here.
Keywords: branch lengths; test; clock; kolmogorov smirnov ... See more keywords
Two-sample Kolmogorov-Smirnov test using a Bayesian nonparametric approach
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DOI: 10.3103/s1066530717030048
Abstract: In this paper, a Bayesian nonparametric approach to the two-sample problem is proposed. Given two samples $$\text{X} = {X_1}, \ldots ,{X_{m1}}\;\mathop {\text~}\limits^{i.i.d.} F$$X=X1,…,Xm1~i.i.d.F and $$Y = {Y_1}, \ldots ,{Y_{{m_2}}}\mathop {\text~}\limits^{i.i.d.} G$$Y=Y1,…,Ym2~i.i.d.G, with F and G… read more here.
Keywords: bayesian nonparametric; nonparametric approach; two sample; test ... See more keywords