{"id":1283,"date":"2023-07-27T00:41:54","date_gmt":"2023-07-27T00:41:54","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%81%e1%80%bb%e1%80%ad%e1%80%af%e1%80%b7\/"},"modified":"2023-07-27T00:41:54","modified_gmt":"2023-07-27T00:41:54","slug":"%e1%80%a1%e1%80%81%e1%80%bb%e1%80%ad%e1%80%af%e1%80%b7","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%81%e1%80%bb%e1%80%ad%e1%80%af%e1%80%b7\/","title":{"rendered":"Somers&#39; d \u1006\u102d\u102f\u1010\u102c \u1018\u102c\u101c\u1032\u104b (\u1021\u1013\u102d\u1015\u1039\u1015\u102b\u101a\u103a &amp; #038; \u1025\u1015\u1019\u102c)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Somers&#8217; D<\/strong> \u104a Somers&#8217; Delta \u104f \u1021\u1010\u102d\u102f\u1000\u1031\u102c\u1000\u103a \u101e\u100a\u103a \u101e\u102c\u1019\u102c\u1014\u103a \u1019\u103e\u102e\u1001\u102d\u102f \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a \u1014\u103e\u1004\u1037\u103a \u101e\u102c\u1019\u102c\u1014\u103a \u1021\u1019\u103e\u102e\u1021\u1001\u102d\u102f\u1000\u1004\u103a\u1038\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a \u1021\u1000\u103c\u102c\u1038 \u1015\u1031\u102b\u1004\u103a\u1038\u1005\u100a\u103a\u1038\u1019\u103e\u102f \u104f \u1001\u102d\u102f\u1004\u103a\u1001\u1036\u1037\u1019\u103e\u102f\u1014\u103e\u1004\u1037\u103a \u1026\u1038\u1010\u100a\u103a\u1001\u103b\u1000\u103a \u1010\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u1019\u103e\u102f \u1010\u1005\u103a\u1001\u102f \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><em>\u101e\u102c\u101c\u103d\u1014\u103a<\/em> \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u1018\u102c\u101d\u1021\u1005\u102e\u1021\u1005\u1025\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a (\u1025\u1015\u1019\u102c &#8220; \u1006\u102d\u102f\u1038&#8221;  &#8220; \u1000\u103c\u102c\u1038\u1014\u1031&#8221;  &#8220; \u1000\u1031\u102c\u1004\u103a\u1038&#8221; )\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">Somers&#8217; D \u104f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a -1 \u1014\u103e\u1004\u1037\u103a 1 \u1021\u1000\u103c\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>-1-<\/strong> \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038 \u101e\u1018\u1031\u102c\u1019\u1010\u1030\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1-<\/strong> \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1021\u1010\u103d\u1032\u1021\u102c\u1038\u101c\u102f\u1036\u1038 \u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1016\u1031\u102c\u103a\u1015\u103c\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Somers&#8217; D \u1000\u102d\u102f \u1015\u102b\u101b\u102c\u1019\u1000\u103a\u1011\u101b\u1005\u103a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1021\u1010\u103d\u1000\u103a \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1010\u103d\u1004\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Somers&#8217; D: \u1021\u1013\u102d\u1015\u1039\u1015\u102b\u101a\u103a<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">X \u1014\u103e\u1004\u1037\u103a Y variable \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1015\u1031\u1038\u1005\u103d\u1019\u103a\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u1021\u1010\u103d\u1032\u1014\u103e\u1005\u103a\u1001\u102f (x <sub>i<\/sub> , y <sub>i<\/sub> ) \u1014\u103e\u1004\u1037\u103a (x <sub>j<\/sub> , y <sub>j<\/sub> ) \u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1012\u103c\u1015\u103a\u1005\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u104f \u1021\u1006\u1004\u1037\u103a\u1019\u103b\u102c\u1038 \u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1015\u102b\u1000 <strong>\u100a\u102e\u100a\u103d\u1010\u103a<\/strong> \u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u1021\u1010\u103d\u1032 (x<\/span> <sub>i<\/sub> <span style=\"color: #000000;\">, y<\/span> <sub>i<\/sub> <span style=\"color: #000000;\">) \u1014\u103e\u1004\u1037\u103a ( x<\/span> <sub>j<\/sub> <span style=\"color: #000000;\">, y<\/span> <sub>j<\/sub> <span style=\"color: #000000;\">) <b>\u1000\u103d\u1032\u101c\u103d\u1032<\/b> \u1014\u1031\u101e\u100a\u103a<\/span><b> <\/b><span style=\"color: #000000;\">\u1012\u103c\u1015\u103a\u1005\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u104f\u1021\u1006\u1004\u1037\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1015\u102b\u1000\u104b<\/span><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d Somers&#8217; D \u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a \u104b<\/span><\/p>\n<p> <strong><span style=\"color: #000000;\">Somers&#8217; D = ( <sub>NC<\/sub> \u2013 N <sub>D<\/sub> ) \/ ( <sub>NC<\/sub> + N <sub>D<\/sub> + N <sub>T<\/sub> )<\/span><\/strong><\/p>\n<p> <span style=\"color: #000000;\">\u101b\u103d\u103e\u1031-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>N <sub>C<\/sub> :<\/strong> \u1000\u102d\u102f\u1000\u103a\u100a\u102e\u101e\u1031\u102c\u1021\u1010\u103d\u1032\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong><sub>ND<\/sub> :<\/strong> \u1000\u103d\u1032\u101c\u103d\u1032\u1014\u1031\u101e\u1031\u102c\u1021\u1010\u103d\u1032\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>N <sub>T<\/sub> :<\/strong> \u1010\u103d\u1032\u1011\u102c\u1038\u101e\u1031\u102c\u1021\u1010\u103d\u1032\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u101b\u101c\u102c\u1012\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1021\u1019\u103c\u1032\u1010\u1019\u103a\u1038 -1 \u1014\u103e\u1004\u1037\u103a 1 \u1000\u103c\u102c\u1038 \u1016\u103c\u1005\u103a\u101c\u102d\u1019\u1037\u103a\u1019\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Somers&#8217; D: R \u1010\u103d\u1004\u103a \u1025\u1015\u1019\u102c<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1000\u102f\u1014\u103a\u1005\u102f\u1036\u1006\u102d\u102f\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1021\u1000\u1032\u1016\u103c\u1010\u103a\u101c\u102d\u102f\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u1004\u103d\u1031\u1000\u102d\u102f\u1004\u103a\u104f \u101a\u1031\u1018\u102f\u101a\u103b \u1016\u1031\u102c\u103a\u101b\u103d\u1031\u1019\u103e\u102f (\u1021\u1006\u1004\u1037\u103a 1 \u1019\u103e 3)<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u101a\u1031\u1018\u102f\u101a\u103b\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u101e\u102f\u1036\u1038\u1005\u103d\u1032\u101e\u1030\u1019\u103b\u102c\u1038\u104f \u1005\u102d\u1010\u103a\u1000\u103b\u1031\u1014\u1015\u103a\u1019\u103e\u102f (\u1021\u1006\u1004\u1037\u103a 1 \u1019\u103e 3 \u1021\u1011\u102d)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u101d\u101a\u103a\u101a\u1030\u101e\u1030 10 \u1026\u1038\u104f <a href=\"https:\/\/statorials.org\/my\/\u101c\u1030\u1025\u102e\u1038\u101b\u1031\u1014\u103e\u1004\u1037\u103a-\u1014\u1019\u1030\u1014\u102c-1\/\" target=\"_blank\" rel=\"noopener\">\u1014\u1019\u1030\u1014\u102c<\/a> \u1011\u1036\u1019\u103e \u1021\u1031\u102c\u1000\u103a\u1015\u102b \u1021\u1006\u1004\u1037\u103a\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1005\u102f\u1006\u1031\u102c\u1004\u103a\u1038\u101e\u100a\u103a-<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12605 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/quelquun1.png\" alt=\"Somers \u104f \u1025\u1015\u1019\u102c D\" width=\"261\" height=\"306\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">variable \u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u101b\u103e\u102d \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1010\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u101b\u1014\u103a\u104a R \u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d Somers&#8217; D \u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#enter data<\/span>\nnice &lt;- c(1, 1, 1, 2, 2, 2, 3, 3, 3, 3)\nsatisfaction &lt;- c(2, 2, 1, 2, 3, 2, 2, 3, 3, 3)\n\n<span style=\"color: #008080;\">#load <em>DescTools<\/em> package\n<\/span>library(DescTools)\n\n<span style=\"color: #008080;\">#calculate Somers' D\n<\/span>SomersDelta(nice, satisfaction)\n\n[1] 0.6896552<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Somers&#8217; D \u101e\u100a\u103a <strong>0.6896552<\/strong> \u1016\u103c\u1005\u103a\u101c\u102c\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a 1 \u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1031\u102c\u103a\u101c\u1031\u1038\u1014\u102e\u1038\u1005\u1015\u103a\u1014\u1031\u1015\u103c\u102e\u1038\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1014\u103e\u1005\u103a\u1001\u102f\u1000\u103c\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1010\u1031\u102c\u103a\u1021\u1010\u1014\u103a\u1001\u102d\u102f\u1004\u103a\u1019\u102c\u101e\u1031\u102c \u1021\u1015\u103c\u102f\u101e\u1018\u1031\u102c\u1006\u1031\u102c\u1004\u103a\u101e\u1031\u102c \u1006\u1000\u103a\u1006\u1036\u101b\u1031\u1038\u101b\u103e\u102d\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1021\u101c\u102d\u102f\u101c\u102d\u102f\u101e\u102d\u1014\u102c\u1038\u101c\u100a\u103a\u101e\u1018\u1031\u102c\u1015\u1031\u102b\u1000\u103a\u1005\u1031\u101e\u100a\u103a- \u1004\u103d\u1031\u1000\u102d\u102f\u1004\u103a\u101e\u1019\u102c\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u102d\u102f\u1000\u1031\u102c\u1004\u103a\u1038\u1021\u1016\u103c\u1005\u103a \u1021\u1006\u1004\u1037\u103a\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1015\u1031\u1038\u101e\u1031\u102c \u101d\u101a\u103a\u101a\u1030\u101e\u1030\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u104f \u1021\u101c\u102f\u1036\u1038\u1005\u102f\u1036\u1000\u103b\u1031\u1014\u1015\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1015\u102d\u102f\u1019\u102d\u102f\u1021\u1006\u1004\u1037\u103a\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101c\u1031\u1037\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/my\/pearson-\u1006\u1000\u103a\u1005\u1015\u103a\u1000\u102d\u1014\u103a\u1038-\u1041\/\" target=\"_blank\" rel=\"noopener\">Pearson Correlation Coefficient \u1014\u102d\u1012\u102b\u1014\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/kendalls-tau\/\" target=\"_blank\" rel=\"noopener\">Kendall&#8217;s Tau \u1000\u102d\u102f \u1019\u102d\u1010\u103a\u1006\u1000\u103a\u1001\u103c\u1004\u103a\u1038\u104b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Somers&#8217; D \u104a Somers&#8217; Delta \u104f \u1021\u1010\u102d\u102f\u1000\u1031\u102c\u1000\u103a \u101e\u100a\u103a \u101e\u102c\u1019\u102c\u1014\u103a \u1019\u103e\u102e\u1001\u102d\u102f \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a \u1014\u103e\u1004\u1037\u103a \u101e\u102c\u1019\u102c\u1014\u103a \u1021\u1019\u103e\u102e\u1021\u1001\u102d\u102f\u1000\u1004\u103a\u1038\u101e\u1031\u102c \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a \u1021\u1000\u103c\u102c\u1038 \u1015\u1031\u102b\u1004\u103a\u1038\u1005\u100a\u103a\u1038\u1019\u103e\u102f \u104f \u1001\u102d\u102f\u1004\u103a\u1001\u1036\u1037\u1019\u103e\u102f\u1014\u103e\u1004\u1037\u103a \u1026\u1038\u1010\u100a\u103a\u1001\u103b\u1000\u103a \u1010\u102d\u102f\u1004\u103a\u1038\u1010\u102c\u1019\u103e\u102f \u1010\u1005\u103a\u1001\u102f \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u101e\u102c\u101c\u103d\u1014\u103a \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u1018\u102c\u101d\u1021\u1005\u102e\u1021\u1005\u1025\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a (\u1025\u1015\u1019\u102c &#8220; \u1006\u102d\u102f\u1038&#8221; &#8220; \u1000\u103c\u102c\u1038\u1014\u1031&#8221; &#8220; \u1000\u1031\u102c\u1004\u103a\u1038&#8221; )\u104b Somers&#8217; D \u104f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a -1 \u1014\u103e\u1004\u1037\u103a 1 \u1021\u1000\u103c\u102c\u1038\u1016\u103c\u1005\u103a\u101e\u100a\u103a- -1- \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1021\u1010\u103d\u1032\u1019\u103b\u102c\u1038\u1021\u102c\u1038\u101c\u102f\u1036\u1038 \u101e\u1018\u1031\u102c\u1019\u1010\u1030\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b 1- \u1000\u102d\u1014\u103a\u1038\u101b\u103e\u1004\u103a\u1021\u1010\u103d\u1032\u1021\u102c\u1038\u101c\u102f\u1036\u1038 \u1000\u102d\u102f\u1000\u103a\u100a\u102e\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1016\u1031\u102c\u103a\u1015\u103c\u101e\u100a\u103a\u104b Somers&#8217; D \u1000\u102d\u102f \u1015\u102b\u101b\u102c\u1019\u1000\u103a\u1011\u101b\u1005\u103a\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1021\u1010\u103d\u1000\u103a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Somers&#039; D \u1006\u102d\u102f\u1010\u102c \u1018\u102c\u101c\u1032\u104b (\u1021\u1013\u102d\u1015\u1039\u1015\u102b\u101a\u103a\u1014\u103e\u1004\u1037\u103a \u1025\u1015\u1019\u102c) - Statorials<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a \u1010\u101b\u102c\u1038\u101d\u1004\u103a\u1021\u1013\u102d\u1015\u1039\u1015\u102b\u101a\u103a\u1016\u103d\u1004\u1037\u103a\u1006\u102d\u102f\u1001\u103b\u1000\u103a\u1014\u103e\u1004\u1037\u103a \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c \u1021\u1015\u102b\u1021\u101d\u1004\u103a Somers&#039; D \u104f \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1015\u1031\u1038\u1015\u102b\u101e\u100a\u103a\u104b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/my\/\u1021\u1001\u103b\u102d\u102f\u1037\/\" \/>\n<meta property=\"og:locale\" content=\"my_MM\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Somers&#039; D \u1006\u102d\u102f\u1010\u102c \u1018\u102c\u101c\u1032\u104b (\u1021\u1013\u102d\u1015\u1039\u1015\u102b\u101a\u103a\u1014\u103e\u1004\u1037\u103a \u1025\u1015\u1019\u102c) - Statorials\" \/>\n<meta property=\"og:description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a \u1010\u101b\u102c\u1038\u101d\u1004\u103a\u1021\u1013\u102d\u1015\u1039\u1015\u102b\u101a\u103a\u1016\u103d\u1004\u1037\u103a\u1006\u102d\u102f\u1001\u103b\u1000\u103a\u1014\u103e\u1004\u1037\u103a \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c \u1021\u1015\u102b\u1021\u101d\u1004\u103a Somers&#039; D \u104f \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c \u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1015\u1031\u1038\u1015\u102b\u101e\u100a\u103a\u104b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/my\/\u1021\u1001\u103b\u102d\u102f\u1037\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T00:41:54+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/quelquun1.png\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%81%e1%80%bb%e1%80%ad%e1%80%af%e1%80%b7\/\",\"url\":\"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%81%e1%80%bb%e1%80%ad%e1%80%af%e1%80%b7\/\",\"name\":\"Somers&#39; 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