… importance of independence testing, these two … discussion we describe how the new work
fits in with this literature and outline criteria to consider when choosing an independence test…

… We close this section by discussing some practical aspects in applying the MultiFIT
procedure. We set the default value for the |$p$|-value threshold |$p^*$| in our software for …

… test threshold is exact at any sample size, not an asymptotic limit. The problem of computationally
efficient, linear-time dependence testing is … In the present discussion, we will provide …

… procedure MultiFIT, which stands for Multi-scale Fisher’s Independence Test. … We close
this section by discussing some practical aspects in applying the MultiFIT procedure. We set the …

… The discussions also complement our paper with additional numerical experiments that
shed light on the statistical and computational strengths and weaknesses of the various …

… would like to discuss a general framework unifying the MultiFIT and other tests and compare
it … through the approach of multiple testing. The main difference between the two methods …

… we novelly transform the multivariate independence testing problem equivalently into … we
propose consistent dependence metrics by solving a two-sample test problem. In … 8 Discussion …

… , which stands for Multi-scale Fisher’s Independence Test. … We close this section by discussing
some practical aspects in … the underlying dependency, and so we ran the test exhaustively …

… measure of dependence, and we prove that this is the … test to justify its use in practice, as
we discuss in §2, yet the seminal monograph on statistical tests of Lehmann & Romano [3] is …

… cases, both the dependence between variables and the high … the proposed test statistics
depends on unknown dependence … We discuss some extensions in Section 5. All proofs and …