Package: QuadratiK 1.1.3
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_1.1.3.tar.gz
QuadratiK_1.1.3.zip(r-4.6)QuadratiK_1.1.3.zip(r-4.5)QuadratiK_1.1.3.zip(r-4.4)
QuadratiK_1.1.3.tgz(r-4.5-x86_64)QuadratiK_1.1.3.tgz(r-4.5-arm64)QuadratiK_1.1.3.tgz(r-4.4-x86_64)QuadratiK_1.1.3.tgz(r-4.4-arm64)
QuadratiK_1.1.3.tar.gz(r-4.6-arm64)QuadratiK_1.1.3.tar.gz(r-4.6-x86_64)QuadratiK_1.1.3.tar.gz(r-4.5-arm64)QuadratiK_1.1.3.tar.gz(r-4.5-x86_64)
QuadratiK_1.1.3.tgz(r-4.5-emscripten)QuadratiK_1.1.3.tgz(r-4.4-emscripten)
QuadratiK.pdf |QuadratiK.html✨
QuadratiK/json (API)
NEWS
# Install 'QuadratiK' in R: |
install.packages('QuadratiK', repos = c('https://ropensci.r-universe.dev', 'https://cloud.r-project.org')) |
Reviews:rOpenSci Software Review #632
Bug tracker:https://github.com/ropensci/quadratik/issues
Pkgdown site:https://docs.ropensci.org
- breast_cancer - Breast Cancer Wisconsin
- wine - Wine data set
- wireless - Wireless Indoor Localization
Last updated 5 months ago from:cbbfdd79f9 (on main). Checks:15 OK. Indexed: yes.
Target | Result | Total time | Artifact |
---|---|---|---|
linux-devel-arm64 | OK | 289 | |
linux-devel-x86_64 | OK | 299 | |
pkgdown docs | OK | 377 | |
source / vignettes | OK | 265 | |
linux-release-arm64 | OK | 298 | |
linux-release-x86_64 | OK | 308 | |
macos-release-arm64 | OK | 143 | |
macos-release-x86_64 | OK | 307 | |
macos-oldrel-arm64 | OK | 178 | |
macos-oldrel-x86_64 | OK | 370 | |
windows-devel | OK | 342 | |
windows-release | OK | 353 | |
windows-oldrel | OK | 349 | |
wasm-release | OK | 156 | |
wasm-oldrel | OK | 163 |
Exports:dpkbkb.testpk.testpkbcpkbc_validationplotpredictrpkbsample_hypersphereselect_hshowstats_clusterssummary
Dependencies:abindbackportsbootbroomcarcarDataclicodetoolscorrplotcowplotcpp11DEoptimRDerivdoBydoParalleldplyrfarverforeachFormulagenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobanditeratorslabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamnormtmodelrmomentsmvtnormnlmenloptrnnetnumDerivpbkrtestpcaPPpillarpkgconfigpolynompurrrquantregR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangrlecuyerrobustbaserrcovrstatixscalesscatterplot3dsnSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr
Clustering algorithm on the Wireless data
Rendered fromwireless_clustering.Rmd
usingknitr::rmarkdown
on Jul 09 2025.Last update: 2025-01-29
Started: 2024-01-29
Introduction to the QuadratiK Package
Rendered fromIntroduction.Rmd
usingknitr::rmarkdown
on Jul 09 2025.Last update: 2025-02-04
Started: 2024-09-10
Random sampling from the Poisson kernel-based density
Rendered fromgenerate_rpkb.Rmd
usingknitr::rmarkdown
on Jul 09 2025.Last update: 2025-01-29
Started: 2024-03-28
Uniformity test on the Sphere
Rendered fromuniformity.Rmd
usingknitr::rmarkdown
on Jul 09 2025.Last update: 2025-01-29
Started: 2024-01-29