Coverage Correlation Coefficient and Testing for Independence


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Documentation for package ‘covercorr’ version 1.1.0

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