covercorr: Coverage Correlation Coefficient and Testing for Independence

Package: covercorr 1.1.0

Tengyao Wang

covercorr: Coverage Correlation Coefficient and Testing for Independence

Computes the coverage correlation coefficient introduced in <doi:10.48550/arXiv.2508.06402> , a statistical measure that quantifies dependence between two random vectors by computing the union volume of data-centered hypercubes in a uniform space.

Authors:Tengyao Wang [aut, cre], Mona Azadkia [aut, ctb], Xuzhi Yang [aut, ctb]

covercorr_1.1.0.tar.gz
covercorr_1.1.0.tar.gz(r-4.7-arm64)covercorr_1.1.0.tar.gz(r-4.7-x86_64)covercorr_1.1.0.tar.gz(r-4.6-arm64)covercorr_1.1.0.tar.gz(r-4.6-x86_64)
covercorr_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
covercorr/json (API)

# Install 'covercorr' in R:

install.packages('covercorr', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Datasets:

CD8T - Dataset: CD8+ T cell gene expression data

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.30 score 469 downloads 13 exports 11 dependencies

Last updated from:5a62da5095. Checks:6 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	178
linux-devel-x86_64	OK	141
source / vignettes	OK	234
linux-release-arm64	OK	180
linux-release-x86_64	OK	133
wasm-release	OK	137

Exports:coverage_correlation coverage_correlation_grid coverage_correlation_K coverage_correlation_K_grid covercorr covered_volume covered_volume_mc covered_volume_partitioned MK_rank plot_rectangles split_rectangles variance_formula visualise_density

Dependencies:data.table dotCall64 fields maps MASS RColorBrewer Rcpp RcppEigen spam transport viridisLite

coverage_correlation

Rendered fromcoverage_correlation.Rmdusingknitr::rmarkdown

Help page	Topics
Dataset: CD8+ T cell gene expression data	CD8T
Coverage-based Dependence Measure with Optional Visualisation	coverage_correlation
Coverage-based Dependence Measure with Optional Reference Grids	coverage_correlation_grid
Coverage-based Dependence Measure for K Random Vectors	coverage_correlation_K
Coverage-based Dependence Measure for K Random Vectors with Optional Reference Grids	coverage_correlation_K_grid
Coverage-based Dependence Measure (unified interface)	covercorr
Total volume of union of rectangles	covered_volume
Total volume of union of rectangles using Monte Carlo integration	covered_volume_mc
Total volume of union of rectangles using volume hashing	covered_volume_partitioned
Monge–Kantorovich ranks (uniform OT via squared distances)	MK_rank
Plot a collection of axis-aligned rectangles in the unit square	plot_rectangles
Split rectangles by wrapping them around edges of [0,1]^d	split_rectangles
Variance of the the excess vacancy	variance_formula
Visualise the joint density of two rank vectors on the unit square	visualise_density

Help page

Topics

Dataset: CD8+ T cell gene expression data

CD8T

Coverage-based Dependence Measure with Optional Visualisation

coverage_correlation

Coverage-based Dependence Measure with Optional Reference Grids

coverage_correlation_grid

Coverage-based Dependence Measure for K Random Vectors

coverage_correlation_K

Coverage-based Dependence Measure for K Random Vectors with Optional Reference Grids

coverage_correlation_K_grid