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Chapter and Conference Paper
Exact Nonparametric Inference in R
For many of the classical tests, including the Wilcoxon signed rank and rank sum and the Ansari-Bradley tests, exact unconditional distributions of the test statistics can be obtained using recursion formulae ...
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Chapter and Conference Paper
Bagging Tree Classifiers for Glaucoma Diagnosis
The aggregation of multiple unstable classifiers leads to substantial reduction of misclassification error in many applications and bench mark problems. We focus on the problem of classifying eyes as normal or...
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Chapter and Conference Paper
StatDataML: An XML Format for Statistical Data
In order to circumvent common difficulties in exchanging statistical data between heterogeneous applications (format incompatibilities, technocentric data representation), we introduce an XML-based markup lang...