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The classical algorithm counts the integer lattice paths from (0, 0) to (m, n) which satisfy |x/m - y/n| < h / lcm(m, n). The paths make steps of size +1 in either positive x or positive y directions. We are, however, interested in 1 - proportion to computes p-values, so we change the recursion to compute 1 - p directly while staying within the "inside method" a described by Hodges. We generally follow Hodges' treatment of Drion/Gnedenko/Korolyuk. Hodges, J.L. Jr., "The Significance Probability of the Smirnov Two-Sample Test," Arkiv fiur Matematik, 3, No. 43 (1958), 469-86. For the recursion for 1-p see Viehmann, T.: "Numerically more stable computation of the p-values for the two-sample Kolmogorov-Smirnov test," arXiv: 2102.08037 A term that appears in the ASE of Kendall's tau and Somers' D. Supported prototypes: - _a_ij_Aij_Dij2(int[:,:]) - _a_ij_Aij_Dij2(float[:,:])Twice the number of discordant pairs, excluding ties. Supported prototypes: - _discordant_pairs(int[:,:]) - _discordant_pairs(float[:,:])Twice the number of concordant pairs, excluding ties. Supported prototypes: - _concordant_pairs(int[:,:]) - _concordant_pairs(float[:,:])Sum of lower-left and upper-right blocks of contingency table. Supported prototypes: - _Dij(int[:,:], int, int) - _Dij(float[:,:], int, int)Sum of upper-left and lower right blocks of contingency table. Supported prototypes: - _Aij(int[:,:], int, int) - _Aij(float[:,:], int, int)Ǡ?v?sA1? ?NFs??Z??Y?RV?6(?=?th ?Sɤ?t}F ?JQ??G;W1A?m],?7440?Y,?r3 Il?.h?O?9 ?wO? ?0?m]'?xa+``?-Xr}?qc?j%\?* ?N?`U(?u6??Ly?EIM?*N12_GLOBAL__N_18pythonic5types13BaseExceptionE*N12_GLOBAL__N_18pythonic5types9ExceptionE*N12_GLOBAL__N_18pythonic5types13StandardErrorE*N12_GLOBAL__N_18pythonic5types11LookupErrorE*N12_GLOBAL__N_18pythonic5types11MemoryErrorE*N12_GLOBAL__N_18pythonic5types10ValueErrorE*N12_GLOBAL__N_18pythonic5types8KeyErrorE??;f?333333???-DT!@@?(@T@Y@' @@0C;0P @ h  x ! B! 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