{"id":134,"date":"2023-08-05T02:05:59","date_gmt":"2023-08-05T02:05:59","guid":{"rendered":"https:\/\/statorials.org\/ja\/%e9%9d%9e%e5%af%be%e7%a7%b0%e4%bf%82%e6%95%b0\/"},"modified":"2023-08-05T02:05:59","modified_gmt":"2023-08-05T02:05:59","slug":"%e9%9d%9e%e5%af%be%e7%a7%b0%e4%bf%82%e6%95%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/%e9%9d%9e%e5%af%be%e7%a7%b0%e4%bf%82%e6%95%b0\/","title":{"rendered":"\u975e\u5bfe\u79f0\u4fc2\u6570"},"content":{"rendered":"<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u975e\u5bfe\u79f0\u4fc2\u6570\u3068\u306f\u4f55\u304b\u3001\u305d\u306e\u8a08\u7b97\u65b9\u6cd5\u3001\u304a\u3088\u3073\u305d\u306e\u89e3\u91c8\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u7d71\u8a08\u3067\u6700\u3082\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b 3 \u7a2e\u985e\u306e\u975e\u5bfe\u79f0\u4fc2\u6570\u306e\u8a08\u7b97\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-el-coeficiente-de-asimetria\"><\/span>\u975e\u5bfe\u79f0\u4fc2\u6570\u3068\u306f\u4f55\u3067\u3059\u304b?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7d71\u8a08\u5b66\u306b\u304a\u3051\u308b<strong>\u975e\u5bfe\u79f0\u4fc2\u6570\u306f<\/strong>\u3001\u5206\u5e03\u306e\u975e\u5bfe\u79f0\u6027\u3092\u8a08\u7b97\u3067\u304d\u308b\u4fc2\u6570\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u6b6a\u5ea6\u4fc2\u6570\u306f\u3001\u95a2\u6570\u304c\u6b63\u306b\u6b6a\u3093\u3067\u3044\u308b\u304b\u3001\u8ca0\u306b\u6b6a\u3093\u3067\u3044\u308b\u304b\u3001\u307e\u305f\u306f\u5bfe\u79f0\u3067\u3042\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u975e\u5bfe\u79f0\u4fc2\u6570\u306f\u3001<strong>\u975e\u5bfe\u79f0\u6307\u6570<\/strong>\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<p>\u5206\u5e03\u306e\u6b6a\u5ea6\u306f\u66f2\u7dda\u306e\u5f62\u72b6\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u975e\u5bfe\u79f0\u6027\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u6b63\u306e\u6b6a\u5ea6<\/strong>: \u5206\u5e03\u306b\u306f\u3001\u5e73\u5747\u306e\u5de6\u5074\u3088\u308a\u53f3\u5074\u306e\u65b9\u304c\u7570\u306a\u308b\u5024\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u8ca0\u306e\u6b6a\u5ea6<\/strong>: \u5206\u5e03\u306b\u306f\u3001\u5e73\u5747\u306e\u53f3\u5074\u3088\u308a\u3082\u5de6\u5074\u306e\u65b9\u304c\u7570\u306a\u308b\u5024\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/li>\n<li><strong>\u5bfe\u79f0\u6027<\/strong>: \u5206\u5e03\u306b\u306f\u3001\u5e73\u5747\u306e\u53f3\u5074\u3068\u5de6\u5074\u306b\u540c\u3058\u6570\u306e\u5024\u304c\u3042\u308a\u307e\u3059\u3002 <\/li>\n<\/ul>\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/statistiques-types-dasymetrie.png\" alt=\"\u975e\u5bfe\u79f0\u306e\u7a2e\u985e\" class=\"wp-image-2983\" width=\"648\" height=\"196\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<p>\u975e\u5bfe\u79f0\u4fc2\u6570\u306f\u4e3b\u306b\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u4fc2\u6570\u3001\u30d4\u30a2\u30bd\u30f3\u4fc2\u6570\u3001\u30dc\u30a6\u30ea\u30fc\u4fc2\u6570\u306e3\u7a2e\u985e\u304c\u5834\u5408\u306b\u5fdc\u3058\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002\u5404\u7a2e\u306e\u6b6a\u5ea6\u4fc2\u6570\u306e\u8a08\u7b97\u65b9\u6cd5\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u3067\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002 <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria-de-fisher\"><\/span>\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u975e\u5bfe\u79f0\u4fc2\u6570<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b6a\u5ea6\u4fc2\u6570\u306f\u3001\u5e73\u5747\u5024\u3092\u30b5\u30f3\u30d7\u30eb\u6a19\u6e96\u504f\u5dee\u3067\u5272\u3063\u305f\u5024\u306b\u95a2\u3059\u308b 3 \u6b21\u30e2\u30fc\u30e1\u30f3\u30c8\u306b\u7b49\u3057\u304f\u306a\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001<strong>\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u975e\u5bfe\u79f0\u4fc2\u6570\u306e\u5f0f\u306f\u6b21<\/strong>\u306e\u3088\u3046\u306b\u306a\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-224ee5bd016c7e0dd70260d2e9d40c9f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\mu_3}{\\sigma^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"32\" width=\"61\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p>\u540c\u69d8\u306b\u3001\u6b21\u306e 2 \u3064\u306e\u5f0f\u306e\u3044\u305a\u308c\u304b\u3092\u4f7f\u7528\u3057\u3066\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u4fc2\u6570\u3092\u8a08\u7b97\u3067\u304d\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-17fec004daa41a09c4ec2990d4dcc374_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\displaystyle \\sum_{i=1}^N\\left(x_i-\\mu\\right)^3}{N\\cdot \\sigma ^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"141\" 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-92f7c8482d520258f24cc0166d898d1e_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\operatorname{E}[X^3] - 3\\mu\\sigma^2 - \\mu^3}{\\sigma^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"39\" width=\"188\" 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-638a7387bd72763290cc777a9b509c38_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"E\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"14\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u306f\u6570\u5b66\u7684\u306a\u671f\u5f85\u5024\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-05d9eae892416bd34247a25207f8b718_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\mu\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"11\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u7b97\u8853\u5e73\u5747\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>\u6a19\u6e96\u504f\u5dee\u3068<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-7354bae77b50b7d1faed3e8ea7a3511a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"N\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"16\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u7dcf\u6570\u3002<\/p>\n<p>\u4e00\u65b9\u3001\u30c7\u30fc\u30bf\u304c\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u6b21\u306e\u5f0f\u3092\u4f7f\u7528\u3067\u304d\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-5c26470126d254018437efec48228b8d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\displaystyle \\sum_{i=1}^N\\left(x_i-\\mu\\right)^3\\cdot f_i}{N\\cdot \\sigma ^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"167\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p>\u3053\u306e\u5834\u5408\u3069\u3053\u306b<\/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-dad27a9703483183e1afd245f5232b83_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"x_i\" title=\"Rendered by QuickLaTeX.com\" height=\"11\" width=\"15\" style=\"vertical-align: -3px;\"><\/p>\n<p>\u305d\u308c\u306f\u30af\u30e9\u30b9\u306e\u8a3c\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-fcb89ec1b112c79bfb56f1c210f6bb67_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"f_i\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"14\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u30b3\u30fc\u30b9\u306e\u7d76\u5bfe\u983b\u5ea6\u3002<\/p>\n<p>\u5024\u304c\u8a08\u7b97\u3055\u308c\u308b\u3068\u3001\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u975e\u5bfe\u79f0\u4fc2\u6570\u306f\u6b21\u306e\u3088\u3046\u306b\u89e3\u91c8\u3055\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b6a\u5ea6\u4fc2\u6570\u304c\u6b63\u306e\u5834\u5408\u3001\u5206\u5e03\u306f\u6b63\u306b\u6b6a\u3093\u3067\u3044\u307e\u3059\u3002<\/li>\n<li>\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b6a\u5ea6\u4fc2\u6570\u304c\u8ca0\u306e\u5834\u5408\u3001\u5206\u5e03\u306f\u8ca0\u306b\u6b6a\u3093\u3067\u3044\u307e\u3059\u3002<\/li>\n<li><span style=\"font-size: 1rem; font-weight: inherit;\">\u5206\u5e03\u304c\u5bfe\u79f0\u3067\u3042\u308c\u3070\u3001\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u975e\u5bfe\u79f0\u4fc2\u6570\u306f\u30bc\u30ed\u306b\u7b49\u3057\u304f\u306a\u308a\u307e\u3059\u3002\u9006\u306f<\/span>\u771f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3064\u307e\u308a\u3001\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u4fc2\u6570\u304c\u30bc\u30ed\u3067\u3042\u308b\u3068\u3044\u3046\u4e8b\u5b9f\u306f\u3001\u5206\u5e03\u304c\u5bfe\u79f0\u3067\u3042\u308b\u3053\u3068\u3092\u5fc5\u305a\u3057\u3082\u610f\u5473\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002 <\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria-de-pearson\"><\/span>\u30d4\u30a2\u30bd\u30f3\u306e\u975e\u5bfe\u79f0\u4fc2\u6570<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u30d4\u30a2\u30bd\u30f3\u306e\u6b6a\u5ea6\u4fc2\u6570\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u5e73\u5747\u3068\u6700\u983b\u5024\u306e\u5dee\u3092\u6a19\u6e96\u504f\u5dee (\u307e\u305f\u306f\u6a19\u6e96\u504f\u5dee) \u3067\u5272\u3063\u305f\u3082\u306e\u306b\u7b49\u3057\u304f\u306a\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001<strong>\u30d4\u30a2\u30bd\u30f3\u306e\u975e\u5bfe\u79f0\u4fc2\u6570\u306e\u5f0f\u306f<\/strong>\u6b21\u306e\u3088\u3046\u306b\u306a\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-c8f46cbf70a6a496ac36355ebfd70827_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_p=\\cfrac{\\mu-Mo}{\\sigma}\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"108\" 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-605ba5e37ad8f2e92b2248f02c3a090f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_p\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"20\" style=\"vertical-align: -6px;\"><\/p>\n<p>\u306f\u30d4\u30a2\u30bd\u30f3\u4fc2\u6570\u3001<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-05d9eae892416bd34247a25207f8b718_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\mu\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"11\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u7b97\u8853\u5e73\u5747\u3001<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-56c0033b7da6d7997aeec99c3967c421_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Mo\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"28\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u3068<\/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>\u6a19\u6e96\u504f\u5dee\u3002<\/p>\n<p>\u30d4\u30a2\u30bd\u30f3\u6b6a\u5ea6\u4fc2\u6570\u306f\u3001\u5358\u5cf0\u5206\u5e03\u306e\u5834\u5408\u3001\u3064\u307e\u308a\u30c7\u30fc\u30bf\u5185\u306b\u30e2\u30fc\u30c9\u304c 1 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title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"21\" style=\"vertical-align: -4px;\"><\/p>\n<p>\u3053\u308c\u3089\u306f\u305d\u308c\u305e\u308c\u7b2c 1 \u56db\u5206\u4f4d\u6570\u3068\u7b2c 3 \u56db\u5206\u4f4d\u6570\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-bf2deabe8920b42ebbefee4f63393db1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Me\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"27\" style=\"vertical-align: 0px;\"><\/p>\n<p>\u5206\u5e03\u306e\u4e2d\u592e\u5024\u3067\u3059\u3002<\/p>\n<p>\u5206\u5e03\u306e\u4e2d\u592e\u5024\u304c\u7b2c 2 \u56db\u5206\u4f4d\u6570\u3068\u4e00\u81f4\u3059\u308b\u3053\u3068\u3092\u601d\u3044\u51fa\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 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