DistCentering           An auxiliary function that properly transforms
                        the distance matrix X
DistRanks               An auxiliary function that sorts the entries
                        within each column by ascending order: For
                        ties, the minimum ranking is used, e.g. if
                        there are repeating distance entries, the order
                        is like 1,2,3,3,4,..,n-1.
LocalCov                An auxiliary function that computes all local
                        correlations simultaneously in O(n^2).
Smoothing               An auxiliary function that finds the smoothed
                        maximal within the significant region R: If
                        area of R is too small, return the last local
                        corr otherwise take the maximum within R.
Thresholding            An auxiliary function that finds a region of
                        significance in the local correlation map by
                        thresholding.
discr.distance          Distance
discr.mnr               Mean Normalized Rank
discr.rdf               Reliability Density Function
discr.stat              Discriminability Statistic
discr.test.one_sample   Discriminability One Sample Permutation Test
discr.test.two_sample   Discriminability Two Sample Permutation Test
gen.coefs               A helper function to generate a d-dimensional
                        linear transformation matrix.
gen.x.unif              A helper function to generate n samples of a
                        d-dimensional uniform vector.
mgc.distTransform       MGC Distance Transform
mgc.ksample             MGC K Sample Testing
mgc.localcorr           MGC Local Correlations
mgc.sample              MGC Sample
mgc.sims.cubic          Cubic Simulation
mgc.sims.exp            Exponential Simulation
mgc.sims.joint          Joint Normal Simulation
mgc.sims.linear         Linear Simulation
mgc.sims.quad           Quadratic Simulation
mgc.sims.spiral         Spiral Simulation
mgc.sims.step           Step Function Simulation
mgc.sims.ubern          Uncorrelated Bernoulli Simulation
mgc.sims.wshape         W Shaped Simulation
mgc.test                MGC Permutation Test
