📊 Statistical analyzers to provide more robust comparisons between Machine Learning techniques.
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Updated
Mar 5, 2025 - Python
📊 Statistical analyzers to provide more robust comparisons between Machine Learning techniques.
writR: is an R package for automated inferential testing (for group differences) and reporting based on parametric assumptions, which are tested automatically for test selection.
Distribution of Wilcoxon signed rank test statistic.
Wilcoxon signed rank test statistic cumulative distribution function (CDF).
Wilcoxon signed rank test statistic probability density function (PDF).
Comparison of MOEAs with statistical methods.
Wilcoxon signed rank test statistic quantile function.
Analysis of two variables by nonparametric method
Selected R-based tutorials from MMG3002Y (Biological Statistics)
Methods for extracting device data and Data analysis with Shapiro-Wilk, Paired T Test + Cohen's D, Wilcoxon + Rank bisserial Correlation.
The Wilcoxon Test Suite is a comprehensive set of R scripts designed for conducting non-parametric Wilcoxon tests across multiple datasets.
Statistics on App usage data
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