Add a fast K-sample BD test procedure for category variables, especially the GWAS datasets.
Ball 1.3.112021-03-17
Update citation information and reference.
Ball 1.3.102021-01-09
Add variance (Chi-square) weight for K-sample Ball Divergence test.
Refine distance computation
Ball 1.3.92019-12-17
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 1.3.82019-05-31
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 1.3.72018-12-14
Modify ambiguous arguments of bcov.test, bd.test, bcorsis
Modify document
Ball 1.3.62018-12-03
Formula interface for bd.test and bcov.test
Optimize the package dependency
Ball 1.3.52018-11-02
Faster implementation of mutual independence test
Multi-thread support for the test of mutual independence
Modify document
Ball 1.3.02018-09-30
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 1.2.02018-06-17
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 1.1.02018-05-12
Bug fix
OPENMP based Multi-thread support for bd.test and bcov.test