Add a fast K-sample BD test procedure for category variables, especially the GWAS datasets.
Ball 1.3.11
Update citation information and reference.
Ball 1.3.10
Add variance (Chi-square) weight for K-sample Ball Divergence test.
Refine distance computation
Ball 1.3.9
bcorsis can conveniently analyze category variables (e.g., GWAS datasets).
Add permutation-free method for the Ball Divergence and Ball Covariance test (both only for constant weight now).
Add variance (chi-square) weight for Ball Divergence test.
Fix potential bugs in R version 4.0
Ball 1.3.8
Improve the reproducibility and efficiency of multi-threading and change the default number of threads as the number of CPUs available.
Improve the computational efficiency of the KBD test.
Ball 1.3.7
Modify ambiguous arguments of bcov.test, bd.test, bcorsis
Modify document
Ball 1.3.6
Formula interface for bd.test and bcov.test
Optimize the package dependency
Ball 1.3.5
Faster implementation of mutual independence test
Multi-thread support for the test of mutual independence
Modify document
Ball 1.3.0
Add a KBD statistic designed for detecting the distribution distinction when a part of group distributions are identical. (setting kbd.type = "maxsum")
OPENMP based Multi-thread support for KBD
Optimized OPENMP parallelism
Ball 1.2.0
Speed up feature screening.
Speed up mutual independence test.
Another K-sample test statistic (setting kbd.type = "max") is implemented. It is good at detecting the distribution distinction when a part of group distributions are identical.
Add complete.info component in the output list of bcov.test, bd.test and bcorsis such that user not need to re-run them when user want to obtain the test of result of different statistics.
Ball 1.1.0
Bug fix
OPENMP based Multi-thread support for bd.test and bcov.test