{"id":256,"date":"2023-08-03T12:41:07","date_gmt":"2023-08-03T12:41:07","guid":{"rendered":"https:\/\/statorials.org\/my\/z-%e1%80%9b%e1%80%99%e1%80%be%e1%80%90%e1%80%ba\/"},"modified":"2023-08-03T12:41:07","modified_gmt":"2023-08-03T12:41:07","slug":"z-%e1%80%9b%e1%80%99%e1%80%be%e1%80%90%e1%80%ba","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/z-%e1%80%9b%e1%80%99%e1%80%be%e1%80%90%e1%80%ba\/","title":{"rendered":"Z \u101b\u1019\u103e\u1010\u103a"},"content":{"rendered":"<p>\u1024\u1006\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u1038\u1010\u103d\u1004\u103a Z \u101b\u1019\u103e\u1010\u103a\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1010\u103d\u1004\u103a \u1019\u100a\u103a\u101e\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1005\u1010\u1031\u102c\u1037\u101b\u103e\u101a\u103a\u101a\u102c\u1010\u1005\u103a\u1001\u102f\u104f Z-\u101b\u1019\u103e\u1010\u103a\u104a \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102f\u1036\u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a Z-\u101b\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u104f \u101c\u1000\u1039\u1001\u100f\u102c\u101b\u1015\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u1000\u1032\u1037\u101e\u102d\u102f\u1037 \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101e\u1004\u103a\u101c\u100a\u103a\u1038 \u101c\u1031\u1037\u101c\u102c\u1014\u102d\u102f\u1004\u103a\u1019\u100a\u103a\u1016\u103c\u1005\u103a\u1015\u102b\u101e\u100a\u103a\u104b <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-la-puntuacion-z\"><\/span> Z \u101b\u1019\u103e\u1010\u103a\u1006\u102d\u102f\u1010\u102c\u1018\u102c\u101c\u1032\u104b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>Z-score<\/strong> \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a <strong>Z-score<\/strong> \u101e\u100a\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1014\u103e\u1004\u1037\u103a \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1019\u100a\u103a\u1019\u103b\u103e\u101b\u103e\u102d\u101e\u100a\u103a\u1000\u102d\u102f \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u1037\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c\u101b\u1019\u103e\u1010\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1000\u103a Z \u101b\u1019\u103e\u1010\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a\u104a \u101e\u1004\u103a\u101e\u100a\u103a \u1011\u102d\u102f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103e \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1000\u102d\u102f \u1014\u102f\u1010\u103a\u1015\u103c\u102e\u1038 \u1012\u1031\u1010\u102c\u1014\u1019\u1030\u1014\u102c\u104f \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1016\u103c\u1004\u1037\u103a \u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u1015\u102b\u104b<\/p>\n<p> \u1025\u1015\u1019\u102c\u104a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u104f \u1002\u100f\u1014\u103a\u1038\u101e\u1004\u103a\u1039\u1001\u103b\u102c\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1011\u1000\u103a\u1014\u100a\u103a\u1038\u101e\u1031\u102c \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1014\u103e\u1005\u103a\u1001\u103b\u1000\u103a\u1016\u103c\u1005\u103a\u1015\u102b\u1000\u104a \u1011\u102d\u102f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1021\u1010\u103d\u1000\u103a Z-score \u101e\u100a\u103a -2 \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/p>\n<p> \u1024\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1021\u101e\u102f\u1036\u1038\u1021\u1014\u103e\u102f\u1014\u103a\u1038\u1000\u102d\u102f <strong>\u1005\u1036\u101b\u1019\u103e\u1010\u103a<\/strong> \u104a <strong>Z \u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038<\/strong> \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a <strong>Z \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101f\u102f\u101c\u100a\u103a\u1038 \u1001\u1031\u102b\u103a\u101e\u100a\u103a\u104b<\/strong><\/p>\n<p> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u1005\u103a\u1001\u102f\u104f Z \u101b\u1019\u103e\u1010\u103a\u101e\u100a\u103a \u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1001\u103b\u1000\u103a\u1000\u103c\u102c\u1038\u1000\u102c\u101c\u1019\u103b\u102c\u1038\u104f \u1000\u1014\u1037\u103a\u101e\u1010\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a\u1014\u103e\u1004\u1037\u103a null hypothesis \u1000\u102d\u102f \u1004\u103c\u1004\u103a\u1038\u1015\u101a\u103a\u101e\u100a\u1037\u103a\u1012\u1031\u101e\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101b\u1014\u103a \u101e\u102e\u1021\u102d\u102f\u101b\u102e\u1005\u1005\u103a\u1006\u1031\u1038\u1019\u103e\u102f\u1010\u103d\u1004\u103a \u1021\u101c\u103d\u1014\u103a\u1021\u101e\u102f\u1036\u1038\u101d\u1004\u103a\u101e\u100a\u103a\u104b <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <strong>\u1000\u103c\u100a\u1037\u103a\u1015\u102b-<\/strong> <a href=\"https:\/\/statorials.org\/my\/\u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1019\u103e\u102f\u1000\u103c\u102c\u1038\u1000\u102c\u101c\/\">\u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u101a\u102f\u1036\u1000\u103c\u100a\u103a\u1019\u103e\u102f\u1000\u103c\u102c\u1038\u1000\u102c\u101c\u101e\u100a\u103a \u1021\u1018\u101a\u103a\u1014\u100a\u103a\u1038\u104b<\/a> <\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"formula-de-la-puntuacion-z\"><\/span> Z \u101b\u1019\u103e\u1010\u103a \u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>Z \u101b\u1019\u103e\u1010\u103a\u101e\u100a\u103a \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1016\u103c\u1004\u1037\u103a \u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u1011\u102c\u1038\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u104f\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1014\u103e\u1004\u1037\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1014\u103e\u1004\u1037\u103a \u100a\u102e\u1019\u103b\u103e\u101e\u100a\u103a\u104b<\/strong> \u1011\u102d\u102f\u1037\u1000\u103c\u1031\u102c\u1004\u1037\u103a Z \u101b\u1019\u103e\u1010\u103a\u1000\u102d\u102f\u101b\u103e\u102c\u101b\u1014\u103a\u104a \u101e\u1004\u103a\u101e\u100a\u103a \u1015\u1011\u1019\u1026\u1038\u1005\u103d\u102c \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1000\u102d\u102f \u1014\u102f\u1010\u103a\u1015\u103c\u102e\u1038 \u101b\u101c\u1012\u103a\u1000\u102d\u102f \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1016\u103c\u1004\u1037\u103a \u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u101b\u1015\u102b\u1019\u100a\u103a\u104b<\/p>\n<p> \u1021\u1010\u102d\u102f\u1001\u103b\u102f\u1015\u103a\u1015\u103c\u1031\u102c\u101b\u101c\u103b\u103e\u1004\u103a <strong>Z-score \u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c<\/strong> \u1019\u103e\u102c-<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d95c28d27f77d977ff6c9b7fcb1b8480_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z=\\cfrac{X-\\overline{X}}{\\sigma}\" title=\"Rendered by QuickLaTeX.com\" height=\"41\" width=\"93\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> \u101b\u103d\u103e\u1031<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-0be116875001706f29a24434bd0d91c9_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"12\" style=\"vertical-align: 0px;\"><\/p>\n<p> Z \u101b\u1019\u103e\u1010\u103a\u101c\u102c\u1038\u104a<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-a84020904813123dc75b89c701025ecd_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"X_i\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"20\" style=\"vertical-align: -3px;\"><\/p>\n<p> Z \u101b\u1019\u103e\u1010\u103a\u1016\u103c\u1004\u1037\u103a \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1011\u102c\u1038\u101e\u100a\u1037\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u104a<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-5b485d4231dfeb4b50ddf271c3abb0b3_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{X}\" title=\"Rendered by QuickLaTeX.com\" height=\"15\" width=\"17\" style=\"vertical-align: 0px;\"><\/p>\n<p> \u1002\u100f\u1014\u103a\u1038\u101e\u1004\u103a\u1039\u1001\u103b\u102c\u101f\u1030\u101e\u100a\u103a \u1014\u103e\u1004\u1037\u103a<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-eaaf379fee5e67946f3fedf5631047b1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\sigma\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p> \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/p>\n<p> Z-score \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u104f \u1021\u1013\u102d\u1015\u1039\u1015\u102c\u101a\u103a\u1016\u103d\u1004\u1037\u103a\u1006\u102d\u102f\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u1015\u102b\u101e\u100a\u103a- Z-score \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1010\u1005\u103a\u1001\u102f\u1014\u103e\u1004\u1037\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1021\u1000\u103c\u102c\u1038 \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1000\u102d\u102f \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b \u1011\u102d\u102f\u1037\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a Z-score \u104f \u1015\u1000\u1010\u102d\u1010\u1014\u103a\u1016\u102d\u102f\u1038 \u1000\u103c\u102e\u1038\u1019\u102c\u1038\u101c\u1031\u104a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1019\u103e \u101c\u103d\u1032\u101e\u103d\u102c\u1038\u1019\u100a\u103a\u104b <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ejemplos-de-puntuaciones-z\"><\/span> Z \u101b\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038 \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Z \u101b\u1019\u103e\u1010\u103a\u104f\u1021\u1013\u102d\u1015\u1039\u1015\u102b\u101a\u103a\u1000\u102d\u102f\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1019\u103c\u1004\u103a\u1015\u103c\u102e\u1038\u101e\u100a\u103a\u1014\u103e\u1004\u1037\u103a\u104e\u1004\u103a\u1038\u104f\u1021\u1013\u102d\u1015\u1039\u1015\u102b\u101a\u103a\u1000\u102d\u102f\u101e\u1004\u103a\u1015\u102d\u102f\u1019\u102d\u102f\u1014\u102c\u1038\u101c\u100a\u103a\u1014\u102d\u102f\u1004\u103a\u1005\u1031\u101b\u1014\u103a\u104a \u1024\u1000\u100f\u1039\u100d\u1010\u103d\u1004\u103a Z \u101b\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1011\u102c\u1038\u101e\u100a\u1037\u103a\u1025\u1015\u1019\u102c\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f\u1016\u103c\u1031\u101b\u103e\u1004\u103a\u1038\u101b\u1014\u103a\u1006\u1000\u103a\u101c\u1000\u103a\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/p>\n<ul>\n<li> \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1012\u1031\u1010\u102c\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1021\u1010\u103d\u1000\u103a Z \u101b\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b- 7\u104a 2\u104a 4\u104a 9\u104a 3<\/li>\n<\/ul>\n<p> \u1026\u1038\u1005\u103d\u102c\u104a \u1014\u1019\u1030\u1014\u102c\u1012\u1031\u1010\u102c\u104f \u1002\u100f\u1014\u103a\u1038\u101e\u1004\u103a\u1039\u1001\u103b\u102c\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\u1000\u102d\u102f \u101b\u103e\u102c\u101b\u1014\u103a \u101c\u102d\u102f\u1021\u1015\u103a\u101e\u100a\u103a- <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-58669a07e461a9747b39102cc4775733_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\overline{X}=\\cfrac{7+2+4+9+3}{5}=5\" title=\"Rendered by QuickLaTeX.com\" height=\"39\" width=\"204\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <a href=\"https:\/\/statorials.org\/my\/\u1002\u100f\u1014\u103a\u1038\u101e\u1004\u103a\u1039\u1001\u103b\u102c\u1015\u103b\u1019\u103a\u1038\u1019\u103b\u103e\/\">\u1002\u100f\u1014\u103a\u1038\u101e\u1004\u103a\u1039\u1001\u103b\u102c\u1006\u102d\u102f\u101c\u102d\u102f\u1021\u102c\u1038 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a\u1000\u102d\u102f<\/a> <strong>\u1000\u103c\u100a\u1037\u103a\u1015\u102b<\/strong> \u104b<\/div>\n<p class=\"has-text-align-left\"> \u1012\u102f\u1010\u102d\u101a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1005\u102e\u1038\u101b\u102e\u1038\u104f \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a- <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-bdd7b3d503cf74ee9d40e048c42f4310_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\sigma=2,61\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"68\" style=\"vertical-align: -4px;\"><\/p>\n<\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <a href=\"https:\/\/statorials.org\/my\/\u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a-\u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a-\u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1001\u103c\u1004\u103a\u1038\u104b\/\">\u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1002\u100f\u1014\u103a\u1038\u1010\u103d\u1000\u103a\u1005\u1000\u103a\u1000\u102d\u102f<\/a> <strong>\u1000\u103c\u100a\u1037\u103a\u1015\u102b\u104b<\/strong><\/div>\n<p> \u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1021\u1014\u1031\u1014\u1032\u1037\u104a \u1012\u1031\u1010\u102c\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1021\u1010\u103d\u1000\u103a Z-score \u1016\u1031\u102c\u103a\u1019\u103c\u1030\u101c\u102c\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u103c\u102e\u1038 Z-score \u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1015\u102b- <\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-d95c28d27f77d977ff6c9b7fcb1b8480_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z=\\cfrac{X-\\overline{X}}{\\sigma}\" title=\"Rendered by QuickLaTeX.com\" height=\"41\" width=\"93\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-9cc8368486f111e58b19371371764247_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z_1=\\cfrac{7-5}{2,61}=0,77\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"142\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-1a83d919634eb30117f8486f2aeb353e_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z_2=\\cfrac{7-2}{2,61}=1,92\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"141\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-2b97295bd9d968df0fc0f94f5591cd52_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z_3=\\cfrac{7-4}{2,61}=1,15\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"141\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-bc52b9731711b52ca7053a4dff1f5859_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z_4=\\cfrac{7-9}{2,61}=-0,77\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"156\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-95a1a2a8d573a0da47be3dbb719dc9f7_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Z_5=\\cfrac{7-3}{2,61}=1,53\" title=\"Rendered by QuickLaTeX.com\" height=\"43\" width=\"142\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"la-puntuacion-z-y-la-regla-empirica\"><\/span> Z \u101b\u1019\u103e\u1010\u103a\u1014\u103e\u1004\u1037\u103a \u101c\u1000\u103a\u1019\u104f \u1005\u100a\u103a\u1038\u1019\u103b\u1009\u103a\u1038<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <span style=\"text-decoration: underline;\">\u1014\u1019\u1030\u1014\u102c\u1000\u102d\u102f \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1001\u103c\u1004\u103a\u1038\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a \u1016\u103c\u1014\u1037\u103a\u1016\u103c\u1030\u1038\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1005\u103a\u1015\u103c\u102e\u1038<\/span> \u104a empirical rule \u1021\u101b\u104a \u1019\u100a\u103a\u101e\u100a\u1037\u103a\u101b\u102c\u1001\u102d\u102f\u1004\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u101e\u1000\u103a\u1006\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u1000\u102d\u102f \u104e\u1004\u103a\u1038\u104f Z \u101b\u1019\u103e\u1010\u103a\u1000\u102d\u102f \u1010\u103d\u1000\u103a\u1001\u103b\u1000\u103a\u1001\u103c\u1004\u103a\u1038\u1016\u103c\u1004\u1037\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101c\u103b\u1004\u103a\u1019\u103c\u1014\u103a\u1005\u103d\u102c \u101e\u102d\u101b\u103e\u102d\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <strong>\u1000\u103c\u100a\u1037\u103a\u1015\u102b-<\/strong> <a href=\"https:\/\/statorials.org\/my\/\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u1016\u103c\u1030\u1038\/\">\u101e\u102c\u1019\u102c\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u1016\u103c\u1030\u1038\u1001\u103c\u1004\u103a\u1038\u1006\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1021\u1018\u101a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><\/div>\n<p> \u1011\u102d\u102f\u1037\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a \u101c\u1000\u103a\u1019\u104f\u1005\u100a\u103a\u1038\u1019\u103b\u1009\u103a\u1038\u1000 \u101e\u102c\u1019\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1010\u102d\u102f\u1004\u103a\u1038\u1010\u103d\u1004\u103a\u104a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1019\u103e\u1014\u103a\u1000\u1014\u103a\u101e\u100a\u103a\u101f\u102f \u1016\u1031\u102c\u103a\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/p>\n<ul>\n<li> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f 68% \u101e\u100a\u103a \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1004\u103a\u1038\u1010\u103d\u1004\u103a \u101b\u103e\u102d\u1014\u1031\u101e\u100a\u103a\u104b<\/li>\n<li> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f 95% \u101e\u100a\u103a \u1006\u102d\u102f\u101c\u102d\u102f\u101b\u1004\u103a\u1038\u104f \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u1014\u103e\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1004\u103a\u1038 \u101b\u103e\u102d\u1015\u102b\u101e\u100a\u103a\u104b<\/li>\n<li> \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f 99.7% \u101e\u100a\u103a \u1006\u102d\u102f\u101c\u102d\u102f\u101b\u1004\u103a\u1038\u104f \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f \u101e\u102f\u1036\u1038\u1001\u102f\u1021\u1010\u103d\u1004\u103a\u1038 \u101b\u103e\u102d\u1015\u102b\u101e\u100a\u103a\u104b<\/li>\n<\/ul>\n<p> \u1011\u102d\u102f\u1037\u1000\u103c\u1031\u102c\u1004\u1037\u103a\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1016\u103c\u1005\u103a\u1015\u102b\u1000\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1021\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101c\u1000\u103a\u1019\u104f\u1005\u100a\u103a\u1038\u1019\u103b\u1009\u103a\u1038\u1019\u103e \u1014\u102f\u1010\u103a\u101a\u1030\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/p>\n<ul>\n<li> Z \u101b\u1019\u103e\u1010\u103a\u101e\u100a\u103a 1 \u1011\u1000\u103a\u1014\u100a\u103a\u1038\u1015\u102b\u1000\u104a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f 68% \u1010\u103d\u1004\u103a\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/li>\n<li> Z \u101b\u1019\u103e\u1010\u103a\u101e\u100a\u103a 1 \u1011\u1000\u103a \u1000\u103c\u102e\u1038\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 2 \u1011\u1000\u103a\u1014\u100a\u103a\u1038\u1015\u102b\u1000\u104a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f \u1011\u102d\u1015\u103a\u1010\u1014\u103a\u1038 95% \u1010\u103d\u1004\u103a\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/li>\n<li> Z \u101b\u1019\u103e\u1010\u103a\u101e\u100a\u103a 2 \u1011\u1000\u103a \u1000\u103c\u102e\u1038\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 3 \u1011\u1000\u103a\u1014\u100a\u103a\u1038\u1015\u102b\u1000\u104a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u104f 99.7% \u1010\u103d\u1004\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/li>\n<\/ul>\n<p> \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b\u1007\u101a\u102c\u1038\u1010\u103d\u1004\u103a rule of thumb \u104f \u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101e\u1004\u103a\u1000\u103c\u100a\u1037\u103a\u101b\u103e\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a- <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4-<\/span> <a href=\"https:\/\/statorials.org\/my\/\u101c\u1000\u103a\u1019\u104f\u1005\u100a\u103a\u1038\u1000\u1019\u103a\u1038\/\">\u101c\u1000\u103a\u1019\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1005\u100a\u103a\u1038\u1019\u103b\u1009\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f<\/a> <strong>\u1000\u103c\u100a\u1037\u103a\u1015\u102b\u104b<\/strong> <\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"propiedades-de-las-puntuaciones-z\"><\/span> Z-score \u1002\u102f\u100f\u103a\u101e\u1010\u1039\u1010\u102d\u1019\u103b\u102c\u1038<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> Z \u101b\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b \u1002\u102f\u100f\u103a\u101e\u1010\u1039\u1010\u102d\u1019\u103b\u102c\u1038 \u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/p>\n<ul>\n<li> Z \u101b\u1019\u103e\u1010\u103a\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u104f \u1002\u100f\u1014\u103a\u1038\u101e\u1004\u103a\u1039\u1001\u103b\u102c\u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1021\u1019\u103c\u1032\u1010\u1019\u103a\u1038 0 \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/li>\n<li> Z \u101b\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u104f \u1005\u1036\u101e\u103d\u1031\u1016\u100a\u103a\u1019\u103e\u102f\u101e\u100a\u103a 1 \u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/li>\n<li> \u1015\u102d\u102f\u1004\u103a\u1038\u101d\u1031\u104f\u101a\u1030\u1014\u1005\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u1031\u104f\u101a\u1030\u1014\u1005\u103a\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1015\u101a\u103a\u1016\u103b\u1000\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a Z \u101b\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1021\u1010\u102d\u102f\u1004\u103a\u1038\u1021\u1010\u102c\u1019\u101b\u103e\u102d\u1015\u1031\u104b<\/li>\n<li> Z \u101b\u1019\u103e\u1010\u103a\u101e\u100a\u103a \u1021\u1015\u103c\u102f\u101e\u1018\u1031\u102c\u1006\u1031\u102c\u1004\u103a\u1015\u102b\u1000\u104a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1014\u1019\u1030\u1014\u102c\u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1011\u1000\u103a \u1000\u103c\u102e\u1038\u101e\u100a\u103a\u101f\u102f \u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u104b \u1021\u1001\u103c\u102c\u1038\u1010\u1005\u103a\u1016\u1000\u103a\u1010\u103d\u1004\u103a\u104a Z \u101b\u1019\u103e\u1010\u103a\u101e\u100a\u103a \u1021\u1014\u102f\u1010\u103a\u101c\u1000\u1039\u1001\u100f\u102c\u1016\u103c\u1005\u103a\u1015\u102b\u1000\u104a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u101e\u100a\u103a \u1014\u1019\u1030\u1014\u102c\u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1011\u1000\u103a \u1014\u102d\u1019\u1037\u103a\u101e\u100a\u103a\u101f\u102f \u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u104b<\/li>\n<li> Z \u101b\u1019\u103e\u1010\u103a\u1019\u103b\u102c\u1038\u101e\u100a\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1014\u103e\u102d\u102f\u1004\u103a\u1038\u101a\u103e\u1009\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a 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