Package: QuadratiK 1.1.2
QuadratiK: Collection of Methods Constructed using Kernel-Based Quadratic Distances
It includes test for multivariate normality, test for uniformity on the d-dimensional Sphere, non-parametric two- and k-sample tests, random generation of points from the Poisson kernel-based density and clustering algorithm for spherical data. For more information see Saraceno G., Markatou M., Mukhopadhyay R. and Golzy M. (2024) <doi:10.48550/arXiv.2402.02290> Markatou, M. and Saraceno, G. (2024) <doi:10.48550/arXiv.2407.16374>, Ding, Y., Markatou, M. and Saraceno, G. (2023) <doi:10.5705/ss.202022.0347>, and Golzy, M. and Markatou, M. (2020) <doi:10.1080/10618600.2020.1740713>.
Authors:
QuadratiK_1.1.2.tar.gz
QuadratiK_1.1.2.zip(r-4.5)QuadratiK_1.1.2.zip(r-4.4)QuadratiK_1.1.2.zip(r-4.3)
QuadratiK_1.1.2.tgz(r-4.4-x86_64)QuadratiK_1.1.2.tgz(r-4.4-arm64)QuadratiK_1.1.2.tgz(r-4.3-x86_64)QuadratiK_1.1.2.tgz(r-4.3-arm64)
QuadratiK_1.1.2.tar.gz(r-4.5-noble)QuadratiK_1.1.2.tar.gz(r-4.4-noble)
QuadratiK_1.1.2.tgz(r-4.4-emscripten)QuadratiK_1.1.2.tgz(r-4.3-emscripten)
QuadratiK.pdf |QuadratiK.html✨
QuadratiK/json (API)
NEWS
# Install 'QuadratiK' in R: |
install.packages('QuadratiK', repos = c('https://giovsaraceno.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/giovsaraceno/quadratik-package/issues
- breast_cancer - Breast Cancer Wisconsin
- wine - Wine data set
- wireless - Wireless Indoor Localization
Last updated 8 days agofrom:32b794e7d0. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 29 2024 |
R-4.5-win-x86_64 | OK | Oct 29 2024 |
R-4.5-linux-x86_64 | OK | Oct 29 2024 |
R-4.4-win-x86_64 | OK | Oct 29 2024 |
R-4.4-mac-x86_64 | OK | Oct 29 2024 |
R-4.4-mac-aarch64 | OK | Oct 29 2024 |
R-4.3-win-x86_64 | OK | Oct 29 2024 |
R-4.3-mac-x86_64 | OK | Oct 29 2024 |
R-4.3-mac-aarch64 | OK | Oct 29 2024 |
Exports:dpkbkb.testpk.testpkbcpkbc_validationplotpredictrpkbsample_hypersphereselect_hshowstats_clusterssummary
Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscolorspacecorrplotcowplotcpp11DEoptimRDerivdoBydoParalleldplyrfansifarverforeachFormulagenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobanditeratorslabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamnormtmodelrmomentsmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestpcaPPpillarpkgconfigpolynompurrrquantregR6RColorBrewerRcppRcppEigenrlangrlecuyerrobustbaserrcovrstatixscalesscatterplot3dsnSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr
Clustering algorithm on the Wireless data
Rendered fromwireless_clustering.Rmd
usingknitr::rmarkdown
on Oct 29 2024.Last update: 2024-09-26
Started: 2024-01-29
Introduction to the QuadratiK Package
Rendered fromIntroduction.Rmd
usingknitr::rmarkdown
on Oct 29 2024.Last update: 2024-10-29
Started: 2024-09-10
Random sampling from the Poisson kernel-based density
Rendered fromgenerate_rpkb.Rmd
usingknitr::rmarkdown
on Oct 29 2024.Last update: 2024-09-26
Started: 2024-03-28
Uniformity test on the Sphere
Rendered fromuniformity.Rmd
usingknitr::rmarkdown
on Oct 29 2024.Last update: 2024-09-26
Started: 2024-01-29