Package: MKdescr 0.9
MKdescr: Descriptive Statistics
Computation of standardized interquartile range (IQR), Huber-type skipped mean (Hampel (1985), <doi:10.2307/1268758>), robust coefficient of variation (CV) (Arachchige et al. (2019), <arxiv:1907.01110>), robust signal to noise ratio (SNR), z-score, standardized mean difference (SMD), as well as functions that support graphical visualization such as boxplots based on quartiles (not hinges), negative logarithms and generalized logarithms for 'ggplot2' (Wickham (2016), ISBN:978-3-319-24277-4).
Authors:
MKdescr_0.9.tar.gz
MKdescr_0.9.zip(r-4.5)MKdescr_0.9.zip(r-4.4)MKdescr_0.9.zip(r-4.3)
MKdescr_0.9.tgz(r-4.4-any)MKdescr_0.9.tgz(r-4.3-any)
MKdescr_0.9.tar.gz(r-4.5-noble)MKdescr_0.9.tar.gz(r-4.4-noble)
MKdescr_0.9.tgz(r-4.4-emscripten)MKdescr_0.9.tgz(r-4.3-emscripten)
MKdescr.pdf |MKdescr.html✨
MKdescr/json (API)
NEWS
| # Install 'MKdescr' in R: |
| install.packages('MKdescr', repos = c('https://stamats.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/stamats/mkdescr/issues
Last updated 9 months agofrom:d8b04458bb. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 20 2024 |
| R-4.5-win | OK | Nov 20 2024 |
| R-4.5-linux | OK | Nov 20 2024 |
| R-4.4-win | OK | Nov 20 2024 |
| R-4.4-mac | OK | Nov 20 2024 |
| R-4.3-win | OK | Nov 20 2024 |
| R-4.3-mac | OK | Nov 20 2024 |
Exports:CVfiveNSglogglog10glog2illustrate.boxplotillustrate.quantileinv.gloginv.glog10inv.glog2IQrangeiqrCViqrSNRiqrZscoremeanADmedCVmedSNRmedZscoremelt.longqboxplotqbxp.statsscale_x_glogscale_x_glog10scale_x_glog2scale_x_logscale_x_log2scale_x_neglogscale_x_neglog10scale_x_neglog2scale_y_glogscale_y_glog10scale_y_glog2scale_y_logscale_y_log2scale_y_neglogscale_y_neglog10scale_y_neglog2sevenNSsimCorVarssIQRskippedMeanskippedSDSMDSNRthyroidzscore
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Descriptive Statistics. | MKdescr-package MKdescr |
| Compute CV | CV iqrCV medCV |
| Five-Number Summaries | fiveNS |
| Compute Generalized Logarithm | glog glog10 glog2 inv.glog inv.glog10 inv.glog2 |
| Illustrate Box-and-Whisker Plots | illustrate.boxplot |
| Illustrate Quantiles | illustrate.quantile |
| The Interquartile Range | IQrange sIQR |
| The Mean Absolute Deviation | meanAD |
| Transform data.frame to Long Form | melt.long |
| Box Plots | qboxplot qboxplot.default qboxplot.formula |
| Box Plot Statistics | qbxp.stats |
| Seven-Number Summaries | sevenNS |
| Simulate correlated variables. | simCorVars |
| Hyber-type Skipped Mean and SD | skippedMean skippedSD |
| Compute Standardized Mean Difference (SMD) | SMD |
| Compute SNR | iqrSNR medSNR SNR |
| Plot TSH, fT3 and fT4 with respect to reference range. | thyroid |
| New Transformations for Use with ggplot2 Package | glog10_trans glog2_trans glog_trans neglog10_trans neglog2_trans neglog_breaks neglog_trans scale_x_glog scale_x_glog10 scale_x_glog2 scale_x_log scale_x_log2 scale_x_neglog scale_x_neglog10 scale_x_neglog2 scale_y_glog scale_y_glog10 scale_y_glog2 scale_y_log scale_y_log2 scale_y_neglog scale_y_neglog10 scale_y_neglog2 |
| Compute z-Scores | iqrZscore medZscore zscore |
