Man pages for scmamp
Statistical Comparison of Multiple Algorithms in Multiple Problems
| adjustBergmannHommel | Bergmann and Hommel dynamic correction of p-values. |
| adjustFinner | Finner correction of p-values |
| adjustHolland | Holland correction of p-values. |
| adjustLi | Li correction of p-values. |
| adjustRom | Rom correction of p-values |
| adjustShaffer | Shaffer's correction of p-values in pairwise comparisons. . |
| anovaTest | ANOVA test for multiple comparisons |
| booleanMatrix | Creation of boolean matrices for highlighting results |
| contrastEstimationMatrix | Contrast estimation based on medians |
| customPost | Function to use custom tests to perform post hoc comparisons. |
| data.blum.2015 | Comparison of optimization algorithms in Blum _et al._ (2015) |
| data.gh.2008 | Example in Garcia and Herrera (2008) |
| data.gh.2010 | Example in Garcia and Herrera (2010) |
| drawAlgorithmGraph | Hypotheses represented as a graph |
| exhaustiveSets | Complete set of exhaustive sets. |
| filterData | Expression based row filtering |
| friedmanAlignedRanksPost | Friedman's Aligned Ranks post hoc raw p-values |
| friedmanAlignedRanksTest | Friedman's Aligned Ranks test |
| friedmanPost | Friedman's post hoc raw p-values |
| friedmanTest | Friedman's test |
| imanDavenportTest | Iman Davenport's modification of Friedman's test |
| multipleComparisonTest | Tests for multiple comparisons |
| nemenyiTest | Nemenyi test |
| plotCD | Critical difference plot |
| plotDensities | Kernel based density estimation of the samples |
| plotPvalues | Plotting the p-value matrix |
| plotRanking | Ranking Plots |
| postHocTest | Post hoc tests for multiple comparison analises |
| qqplotGaussian | Gaussian distribution quantile-quantile plot |
| quadePost | Quade post hoc raw p-values |
| quadeTest | Quade's test |
| rankMatrix | Get the ranking matrix. |
| readComparisonDir | Read data from a directory of comparison-like files |
| readComparisonFile | Read data from a comparison file |
| readExperimentDir | Read data from an experiment-like files in a directory |
| readExperimentFile | Read data from an experiment-like file |
| scmamp | Statistical comparison of multiple algorithms |
| summarizeData | Summarization of data |
| tukeyPost | Tukey post hoc test for ANOVA. |
| tukeyTest | Tukey test |
| wilcoxonSignedTest | Wilcoxon signed-rank est |
| writeTabular | Write a table in LaTeX format |
