{"id":255,"date":"2023-08-03T12:41:07","date_gmt":"2023-08-03T12:41:07","guid":{"rendered":"https:\/\/statorials.org\/ja\/z-%e3%82%b9%e3%82%b3%e3%82%a2\/"},"modified":"2023-08-03T12:41:07","modified_gmt":"2023-08-03T12:41:07","slug":"z-%e3%82%b9%e3%82%b3%e3%82%a2","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/z-%e3%82%b9%e3%82%b3%e3%82%a2\/","title":{"rendered":"Z\u30b9\u30b3\u30a2"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u7d71\u8a08\u306b\u304a\u3051\u308b Z \u30b9\u30b3\u30a2\u3068\u306f\u4f55\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u682a\u5f0f\u306e Z \u30b9\u30b3\u30a2\u306e\u8a08\u7b97\u65b9\u6cd5\u3001\u8a08\u7b97\u65b9\u6cd5\u306e\u4f8b\u3001Z \u30b9\u30b3\u30a2\u306e\u7279\u5fb4\u306b\u3064\u3044\u3066\u3082\u5b66\u3073\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-la-puntuacion-z\"><\/span> Z\u30b9\u30b3\u30a2\u3068\u306f\u4f55\u3067\u3059\u304b?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>Z \u30b9\u30b3\u30a2<\/strong>\u3001\u307e\u305f\u306f<strong>Z \u30b9\u30b3\u30a2 \u306f<\/strong>\u3001\u5024\u304c\u5e73\u5747\u304b\u3089\u3069\u308c\u3060\u3051\u306e\u6a19\u6e96\u504f\u5dee\u3092\u6301\u3063\u3066\u3044\u308b\u304b\u3092\u793a\u3059\u7d71\u8a08\u30b9\u30b3\u30a2\u3067\u3059\u3002\u5024\u306e Z \u30b9\u30b3\u30a2\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001\u305d\u306e\u5024\u304b\u3089\u5e73\u5747\u3092\u6e1b\u7b97\u3057\u3001\u30c7\u30fc\u30bf \u30b5\u30f3\u30d7\u30eb\u306e\u6a19\u6e96\u504f\u5dee\u3067\u5272\u308a\u307e\u3059\u3002<\/p>\n<p>\u305f\u3068\u3048\u3070\u3001\u5024\u304c\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u306e\u7b97\u8853\u5e73\u5747\u3088\u308a\u6a19\u6e96\u504f\u5dee 2 \u3064\u5c0f\u3055\u3044\u5834\u5408\u3001\u305d\u306e\u5024\u306e Z \u30b9\u30b3\u30a2\u306f -2 \u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u7d71\u8a08\u7528\u8a9e\u306f\u3001<strong>\u6a19\u6e96\u30b9\u30b3\u30a2<\/strong>\u3001 <strong>Z \u7d71\u8a08<\/strong>\u3001\u307e\u305f\u306f<strong>Z \u5024\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002<\/strong><\/p>\n<p>\u5024\u306e Z \u30b9\u30b3\u30a2\u306f\u3001\u4fe1\u983c\u533a\u9593\u306e\u9650\u754c\u3001\u3064\u307e\u308a\u5e30\u7121\u4eee\u8aac\u306e\u68c4\u5374\u9818\u57df\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306e\u4eee\u8aac\u691c\u5b9a\u3067\u975e\u5e38\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 <\/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> \u300c<a href=\"https:\/\/statorials.org\/ja\/\u4fe1\u983c\u533a\u9593\/\">\u7d71\u8a08\u306b\u304a\u3051\u308b\u4fe1\u983c\u533a\u9593\u3068\u306f\u4f55\u3067\u3059\u304b?\u300d<\/a><strong>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/strong> <\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"formula-de-la-puntuacion-z\"><\/span> Z\u30b9\u30b3\u30a2\u306e\u8a08\u7b97\u5f0f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>Z \u30b9\u30b3\u30a2\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5024\u3068\u5e73\u5747\u306e\u5dee\u3092\u6a19\u6e96\u504f\u5dee\u3067\u5272\u3063\u305f\u3082\u306e\u306b\u7b49\u3057\u304f\u306a\u308a\u307e\u3059\u3002<\/strong>\u3057\u305f\u304c\u3063\u3066\u3001Z \u30b9\u30b3\u30a2\u3092\u898b\u3064\u3051\u308b\u306b\u306f\u3001\u307e\u305a\u5024\u304b\u3089\u5e73\u5747\u3092\u6e1b\u7b97\u3057\u3001\u6b21\u306b\u7d50\u679c\u3092\u6a19\u6e96\u504f\u5dee\u3067\u5272\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3064\u307e\u308a\u3001 <strong>Z \u30b9\u30b3\u30a2\u306e\u5f0f\u306f<\/strong>\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/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>\u91d1<\/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>\u306f Z \u30b9\u30b3\u30a2\u3001<\/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 \u30b9\u30b3\u30a2\u304c\u8a08\u7b97\u3055\u308c\u308b\u5024\u3067\u3059\u3002<\/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>\u306f\u7b97\u8853\u5e73\u5747\u3067\u3042\u308a\u3001<\/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>\u306f\u6a19\u6e96\u504f\u5dee\u307e\u305f\u306f\u4ee3\u8868\u504f\u5dee\u3067\u3059\u3002<\/p>\n<p> Z \u30b9\u30b3\u30a2\u5024\u306e\u89e3\u91c8\u306f\u7c21\u5358\u3067\u3059\u3002Z \u30b9\u30b3\u30a2\u5024\u306f\u3001\u5024\u3068\u5e73\u5747\u306e\u9593\u306e\u6a19\u6e96\u504f\u5dee\u306e\u6570\u3092\u793a\u3057\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001Z \u30b9\u30b3\u30a2\u306e\u7d76\u5bfe\u5024\u304c\u5927\u304d\u3044\u307b\u3069\u3001\u5024\u306f\u5e73\u5747\u304b\u3089\u5927\u304d\u304f\u5916\u308c\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"ejemplos-de-puntuaciones-z\"><\/span> Z\u30b9\u30b3\u30a2\u306e\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Z \u30b9\u30b3\u30a2\u306e\u5b9a\u7fa9\u3092\u78ba\u8a8d\u3057\u305f\u3089\u3001\u305d\u306e\u610f\u5473\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u3053\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3044\u304f\u3064\u304b\u306e Z \u30b9\u30b3\u30a2\u304c\u8a08\u7b97\u3055\u308c\u308b\u4f8b\u3092\u89e3\u6c7a\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u6b21\u306e\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u306e Z \u30b9\u30b3\u30a2\u3092\u8a08\u7b97\u3057\u307e\u3059: 7\u30012\u30014\u30019\u30013<\/li>\n<\/ul>\n<p>\u307e\u305a\u3001\u30b5\u30f3\u30d7\u30eb \u30c7\u30fc\u30bf\u306e\u7b97\u8853\u5e73\u5747\u3092\u898b\u3064\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 <\/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><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u7b97\u8853\u5e73\u5747\/\">\u7b97\u8853\u5e73\u5747\u306f\u3069\u306e\u3088\u3046\u306b\u8a08\u7b97\u3055\u308c\u307e\u3059\u304b?<\/a><\/div>\n<p class=\"has-text-align-left\">\u6b21\u306b\u3001\u30c7\u30fc\u30bf\u7cfb\u5217\u306e\u6a19\u6e96\u504f\u5dee\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002 <\/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><strong>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u6a19\u6e96\u504f\u5dee\u307e\u305f\u306f\u6a19\u6e96\u504f\u5dee\/\">\u6a19\u6e96\u504f\u5dee\u8a08\u7b97\u30c4\u30fc\u30eb<\/a><\/div>\n<p>\u6700\u5f8c\u306b\u3001\u5404\u30c7\u30fc\u30bf\u306b Z \u30b9\u30b3\u30a2\u306e\u5f0f\u3092\u9069\u7528\u3057\u3001\u3059\u3079\u3066\u306e Z \u30b9\u30b3\u30a2\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002 <\/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 \u30b9\u30b3\u30a2\u3068\u7d4c\u9a13\u5247<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"text-decoration: underline;\">\u30b5\u30f3\u30d7\u30eb\u306e\u5206\u5e03\u304c\u6b63\u898f\u5206\u5e03\u3067\u3042\u308b\u5834\u5408<\/span>\u3001\u7d4c\u9a13\u5247\u306e\u304a\u304b\u3052\u3067\u3001Z \u30b9\u30b3\u30a2\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3067\u3001\u5024\u306e\u4f55\u30d1\u30fc\u30bb\u30f3\u30c8\u304c\u5024\u306b\u5bfe\u5fdc\u3059\u308b\u304b\u3092\u3059\u3050\u306b\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <\/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>\u53c2\u7167:<\/strong><a href=\"https:\/\/statorials.org\/ja\/\u6b63\u898f\u5206\u5e03\/\">\u6b63\u898f\u5206\u5e03\u3068\u306f\u4f55\u3067\u3059\u304b?<\/a><\/div>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u7d4c\u9a13\u5247\u306b\u3088\u308c\u3070\u3001\u6b63\u898f\u5206\u5e03\u3067\u306f\u6b21\u306e\u3053\u3068\u304c\u5f53\u3066\u306f\u307e\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u5024\u306e 68% \u304c\u5e73\u5747\u5024\u306e 1 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u3042\u308a\u307e\u3059\u3002<\/li>\n<li>\u5024\u306e 95% \u306f\u5e73\u5747\u5024\u306e 2 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u3042\u308a\u307e\u3059\u3002<\/li>\n<li> 99.7% \u306e\u5024\u304c\u5e73\u5747\u5024\u306e 3 \u6a19\u6e96\u504f\u5dee\u4ee5\u5185\u306b\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3057\u305f\u304c\u3063\u3066\u3001\u3053\u308c\u304c\u6b63\u898f\u5206\u5e03\u3067\u3042\u308b\u5834\u5408\u3001\u7d4c\u9a13\u5247\u304b\u3089\u6b21\u306e\u3053\u3068\u304c\u63a8\u6e2c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li> Z \u30b9\u30b3\u30a2\u304c 1 \u672a\u6e80\u306e\u5834\u5408\u3001\u305d\u306e\u5024\u306f\u4e0a\u4f4d 68% \u306e\u5024\u306b\u542b\u307e\u308c\u307e\u3059\u3002<\/li>\n<li> Z \u30b9\u30b3\u30a2\u304c 1 \u3088\u308a\u5927\u304d\u304f 2 \u672a\u6e80\u306e\u5834\u5408\u3001\u305d\u306e\u5024\u306f\u4e0a\u4f4d 95% \u306e\u5024\u306b\u542b\u307e\u308c\u307e\u3059\u3002<\/li>\n<li> Z \u30b9\u30b3\u30a2\u304c 2 \u3088\u308a\u5927\u304d\u304f 3 \u672a\u6e80\u306e\u5834\u5408\u3001\u305d\u306e\u5024\u306f 99.7% 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