{"id":18212,"date":"2024-02-06T21:05:23","date_gmt":"2024-02-06T21:05:23","guid":{"rendered":"https:\/\/science-hub.click\/%E3%83%AC%E3%82%A4%E3%83%AA%E3%83%BC%E3%81%AE%E6%B3%95%E5%89%87-%E5%AE%9A%E7%BE%A9\/"},"modified":"2024-02-06T21:05:23","modified_gmt":"2024-02-06T21:05:23","slug":"%E3%83%AC%E3%82%A4%E3%83%AA%E3%83%BC%E3%81%AE%E6%B3%95%E5%89%87-%E5%AE%9A%E7%BE%A9","status":"publish","type":"post","link":"https:\/\/science-hub.click\/?p=18212","title":{"rendered":"\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247 &#8211; \u5b9a\u7fa9"},"content":{"rendered":"<div><div><h2>\u5c0e\u5165<\/h2><table cellspacing=\"7\"><tr><th colspan=\"2\" scope=\"col\">\u30ec\u30a4\u30ea\u30fc<\/th><\/tr><tr><td colspan=\"2\"><br\/><figure class=\"wp-block-image size-large is-style-default\">\n<img decoding=\"async\" alt=\"\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247\u306e\u5bc6\u5ea6\u30b0\u30e9\u30d5\" class=\"aligncenter\" onerror=\"this.style.display=none;\" src=\"https:\/\/img.youtube.com\/vi\/0DFFy7o8yWA\/0.jpg\" style=\"width:100%;\"\/><\/figure><br\/><\/td><\/tr><tr><td colspan=\"2\"><br\/> <figure class=\"wp-block-image size-large is-style-default\">\n<img decoding=\"async\" alt=\"\u30ec\u30a4\u30ea\u30fc CDF \u30d7\u30ed\u30c3\u30c8\" class=\"aligncenter\" onerror=\"this.style.display=none;\" src=\"https:\/\/img.youtube.com\/vi\/8Q96J8QB-Zs\/0.jpg\" style=\"width:100%;\"\/><\/figure><br\/><\/td><\/tr><tr><td colspan=\"2\"><hr style=\"height:2px;background-color: #AAAAAA;color:#AAAAAA;\"\/><\/td><\/tr><tr><th scope=\"row\">\u8a2d\u5b9a<\/th><div class=\"math-formual notranslate\">$$ {\\sigma&gt;0\\,\\,} $$<\/div><\/tr><tr><th scope=\"row\">\u30b5\u30dd\u30fc\u30c8<\/th><td><div class=\"math-formual notranslate\">$$ {x\\in [0;\\infty)} $$<\/div><\/td><\/tr><tr><th scope=\"row\"><span><a href=\"https:\/\/science-hub.click\/?p=56229\">\u78ba\u7387\u5bc6\u5ea6<\/a><\/span>(\u8cea\u91cf\u95a2\u6570) <\/th><td><div class=\"math-formual notranslate\">$$ {\\frac{x \\exp\\left(\\frac{-x^2}{2\\sigma^2}\\right)}{\\sigma^2}} $$<\/div><\/td><\/tr><tr><th scope=\"row\"><span><a href=\"https:\/\/science-hub.click\/?p=4348\">\u5206\u5e03\u95a2\u6570<\/a><\/span><\/th><td><div class=\"math-formual notranslate\">$$ {1-\\exp\\left(\\frac{-x^2}{2\\sigma^2}\\right)} $$<\/div><\/td><\/tr><tr><th scope=\"row\">\u5e0c\u671b<\/th><td><div class=\"math-formual notranslate\">$$ {\\sigma \\sqrt{\\frac{\\pi}{2}}} $$<\/div><\/td><\/tr><tr><th scope=\"row\"><span><a href=\"https:\/\/science-hub.click\/?p=14526\">\u4e2d\u592e\u5024<\/a><\/span>\uff08\u4e2d\u592e\uff09 <\/th><td><div class=\"math-formual notranslate\">$$ {\\sigma\\sqrt{\\ln(4)}\\,} $$<\/div><\/td><\/tr><tr><th scope=\"row\">\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3<\/th><td><div class=\"math-formual notranslate\">$$ {\\sigma\\,} $$<\/div><\/td><\/tr><tr><th scope=\"row\"><span><a href=\"https:\/\/science-hub.click\/?p=71701\">\u5206\u6563<\/a><\/span><\/th><td><div class=\"math-formual notranslate\">$$ {\\frac{4 &#8211; \\pi}{2} \\sigma^2} $$<\/div><\/td><\/tr><tr><th scope=\"row\"><span><a href=\"https:\/\/science-hub.click\/?p=100879\">\u975e\u5bfe\u79f0\u6027<\/a><\/span>\uff08\u7d71\u8a08\uff09 <\/th><td><div class=\"math-formual notranslate\">$$ {\\frac{2\\sqrt{\\pi}(\\pi &#8211; 3)}{(4-\\pi)^{3\/2}}} $$<\/div><\/td><\/tr><tr><th scope=\"row\">\u5c16\u5ea6<br\/>(\u6a19\u6e96\u5316\u3055\u308c\u3066\u3044\u306a\u3044) <\/th><td><div class=\"math-formual notranslate\">$$ {-\\frac{6\\pi^2 &#8211; 24\\pi +16}{(4-\\pi)^2}} $$<\/div><\/td><\/tr><tr><th scope=\"row\"><span><a href=\"https:\/\/science-hub.click\/?p=1544\">\u30a8\u30f3\u30c8\u30ed\u30d4<\/a><\/span><\/th><td><div class=\"math-formual notranslate\">$$ {1+\\ln\\left(\\frac{\\sigma}{\\sqrt{2}}\\right)+\\frac{\\gamma}{2}} $$<\/div><\/td><\/tr><tr><th scope=\"row\">\u30e2\u30fc\u30e1\u30f3\u30c8<span><a href=\"https:\/\/science-hub.click\/?p=95231\">\u767a\u751f\u6a5f\u80fd<\/a><\/span><\/th><td><div class=\"math-formual notranslate\">$$ {1+\\sigma t\\,e^{\\sigma^2t^2\/2}\\sqrt{\\frac{\\pi}{2}} \\left(\\textrm{erf}\\left(\\frac{\\sigma t}{\\sqrt{2}}\\right)\\!+\\!1\\right)} $$<\/div><\/td><\/tr><tr><th scope=\"row\"><span><a href=\"https:\/\/science-hub.click\/?p=16512\">\u7279\u5fb4\u7684\u306a\u6a5f\u80fd<\/a><\/span><\/th><td><div class=\"math-formual notranslate\">$$ {1\\!-\\!\\sigma te^{-\\sigma^2t^2\/2}\\sqrt{\\frac{\\pi}{2}}\\!\\left(\\textrm{erfi}\\!\\left(\\frac{\\sigma t}{\\sqrt{2}}\\right)\\!-\\!i\\right)} $$<\/div><\/td><\/tr><\/table><p>\u78ba\u7387\u3068<span><a href=\"https:\/\/science-hub.click\/?p=38204\">\u7d71\u8a08<\/a><\/span>\u306b\u304a\u3044\u3066\u3001<b>\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247<\/b>\u306f<span><a href=\"https:\/\/science-hub.click\/?p=37332\">\u5bc6\u5ea6<\/a><\/span><span><a href=\"https:\/\/science-hub.click\/?p=74977\">\u78ba\u7387\u6cd5\u5247<\/a><\/span>\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u5ea7\u6a19\u304c\u72ec\u7acb\u3057\u3066\u304a\u308a\u3001\u4e2d\u5fc3\u304c\u3042\u308a\u3001\u5206\u6563\u304c\u540c\u3058\u3067\u3042\u308b 2 \u6b21\u5143\u30ac\u30a6\u30b9<span><a href=\"https:\/\/science-hub.click\/?p=66129\">\u30d9\u30af\u30c8\u30eb<\/a><\/span>\u306e<span><a href=\"https:\/\/science-hub.click\/?p=1846\">\u30ce\u30eb\u30e0<\/a><\/span>\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u3053\u306e<span><a href=\"https:\/\/science-hub.click\/?p=57009\">\u78ba\u7387<\/a><\/span>\u306e\u6cd5\u5247\u306f\u30ec\u30a4\u30ea\u30fc\u537f\u306b\u3061\u306a\u3093\u3067\u540d\u4ed8\u3051\u3089\u308c\u307e\u3057\u305f\u3002<\/p><p>\u901a\u5e38\u3001\u8ddd\u96e2\u306f<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ D_{n}\\ } $$<\/div>\u5e73\u9762\u5185\u3067<i>n<\/i>\u30b9\u30c6\u30c3\u30d7\u306e\u5bfe\u79f0<span><a href=\"https:\/\/science-hub.click\/?p=85529\">\u30e9\u30f3\u30c0\u30e0 \u30a6\u30a9\u30fc\u30af\u3092<\/a><\/span>\u5b9f\u884c\u3057\u305f\u5f8c\u3001\u7c92\u5b50\u304c\u305d\u306e\u958b\u59cb\u70b9\u304b\u3089\u4f4d\u7f6e\u3059\u308b\u4f4d\u7f6e\u306f\u3001<span><a href=\"https:\/\/science-hub.click\/?p=25840\">\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc<\/a><\/span>\u3092\u4f34\u3046\u30ec\u30a4\u30ea\u30fc\u6cd5\u5247\u306b\u307b\u307c\u5f93\u3046<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\sqrt{n}.\\ } $$<\/div>\u307e\u3063\u305f\u304f\u7570\u306a\u308b\u5206\u91ce\u3067\u306f\u3001\u72ed\u5e2f\u57df\u30ac\u30a6\u30b9\u904e\u7a0b\u306e\u30a8\u30f3\u30d9\u30ed\u30fc\u30d7\u3092\u8a18\u8ff0\u3059\u308b\u305f\u3081\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p><p>\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247\u5bc6\u5ea6\u306f<\/p><dl><dd><div class=\"math-formual notranslate\">$$ {f(x;\\sigma) = \\frac{x}{\\sigma^2} \\exp\\left(\\frac{-x^2}{2\\sigma^2}\\right)} $$<\/div><\/dd><\/dl><p>\u306e\u305f\u3081\u306b<div class=\"math-formual notranslate\">$$ {x \\in [0,\\infty).} $$<\/div><\/p><h2>\u30d7\u30ed\u30d1\u30c6\u30a3<\/h2><p>\u77ac\u9593\u306f\u6b21\u306e\u3088\u3046\u306b\u4e0e\u3048\u3089\u308c\u307e\u3059\u3002 <\/p><dl><dd><div class=\"math-formual notranslate\">$$ {m_k=\\sigma^k2^{k\/2}\\,\\Gamma(1+k\/2)\\,} $$<\/div><\/dd><\/dl><p>\u3053\u3053\u3067\u3001 <span>\u0393( <i>z<\/i> ) \u306f<\/span><span><a href=\"https:\/\/science-hub.click\/?p=7018\">\u30ac\u30f3\u30de\u95a2\u6570<\/a><\/span>\u3067\u3059\u3002<\/p><p>\u30ec\u30a4\u30ea\u30fc<span><a href=\"https:\/\/science-hub.click\/?p=20826\">\u78ba\u7387\u5909\u6570<\/a><\/span><i>X<\/i>\u306e\u671f\u5f85\u5024\u3068\u5206\u6563\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002 <\/p><dl><dd><div class=\"math-formual notranslate\">$$ {\\mathbb{E}[X] = \\sigma \\sqrt{\\frac{\\pi}{2}}\\,} $$<\/div><\/dd><\/dl><p>\u305d\u3057\u3066<\/p><dl><dd><div class=\"math-formual notranslate\">$$ {\\textrm{Var}(X) = \\frac{4 &#8211; \\pi}{2} \\sigma^2\\,.} $$<\/div><\/dd><\/dl><p>\u6b6a\u5ea6\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002 <\/p><dl><dd><div class=\"math-formual notranslate\">$$ {\\gamma_1=\\frac{2\\sqrt{\\pi}(\\pi &#8211; 3)}{(4-\\pi)^{3\/2}}.} $$<\/div><\/dd><\/dl><p>\u5c16\u5ea6\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002 <\/p><dl><dd><div class=\"math-formual notranslate\">$$ {\\gamma_2=-\\frac{6\\pi^2 &#8211; 24\\pi +16}{(4-\\pi)^2}.} $$<\/div><\/dd><\/dl><p><br\/>\u7279\u5fb4\u7684\u306a\u6a5f\u80fd\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002 <\/p><dl><dd><div class=\"math-formual notranslate\">$$ {\\varphi(t):1\\!-\\!\\sigma te^{-\\sigma^2t^2\/2}\\sqrt{\\frac{\\pi}{2}}\\!\\left(\\textrm{erfi}\\!\\left(\\frac{\\sigma t}{\\sqrt{2}}\\right)\\!-\\!i\\right)} $$<\/div><\/dd><\/dl><p>\u307e\u305f\u306f<div class=\"math-formual notranslate\">$$ {\\operatorname{erfi}(z)} $$<\/div>\u306f\u8907\u7d20\u8aa4\u5dee\u95a2\u6570\u3067\u3059\u3002\u30e9\u30d7\u30e9\u30b9\u5909\u63db\u306f\u3001 <\/p><dl><dd><div class=\"math-formual notranslate\">$$ {M(t)=\\,1+\\sigma t\\,e^{\\sigma^2t^2\/2}\\sqrt{\\frac{\\pi}{2}} \\left(\\textrm{erf}\\left(\\frac{\\sigma t}{\\sqrt{2}}\\right)\\!+\\!1\\right),} $$<\/div><\/dd><\/dl><p>\u307e\u305f\u306f<div class=\"math-formual notranslate\">$$ {\\operatorname{erf}(z)} $$<\/div>\u306f\u8aa4\u5dee\u95a2\u6570\u3067\u3059\u3002<\/p><h3><span>\u30a8\u30f3\u30c8\u30ed\u30d4<\/span><\/h3><p>\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306f<\/p><dl><dd><div class=\"math-formual notranslate\">$$ { H = 1 + \\ln\\left(\\frac{\\sigma}{\\sqrt{2}}\\right) + \\frac{\\gamma}{2} } $$<\/div><\/dd><\/dl><p>\u3053\u3053\u3067\u3001 <span>\u03b3 \u306f<\/span>\u30aa\u30a4\u30e9\u30fc\u30fb\u30de\u30b9\u30b1\u30ed\u30fc\u30cb\u5b9a\u6570\u3067\u3059\u3002<\/p><h2>\u30ec\u30a4\u30ea\u30fc\u5909\u6570\u3092\u751f\u6210\u3059\u308b<\/h2><p>\u533a\u9593 (0, 1) \u4e0a\u306e\u5747\u4e00<span><a href=\"https:\/\/science-hub.click\/?p=72623\">\u5909\u6570<\/a><\/span><i>U<\/i><span><a href=\"https:\/\/science-hub.click\/?p=25552\">\u304c\u4e0e\u3048\u3089\u308c\u308b\u3068<\/a><\/span>\u3001\u5909\u6570<\/p><dl><dd><div class=\"math-formual notranslate\">$$ {X=\\sigma\\sqrt{-2 \\ln(U)}\\,} $$<\/div><\/dd><\/dl><p>\u30d1\u30e9\u30e1\u30fc\u30bf<span>\u03c3 \u3092<\/span>\u4f7f\u7528\u3057\u3066\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247\u306b\u5f93\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5206\u5e03\u95a2\u6570\u306e\u5f62\u5f0f\u3001\u7279\u306b<span><a href=\"https:\/\/science-hub.click\/?p=94311\">\u9006\u6570<\/a><\/span><span>\u5b9a\u7406<\/span>\u3001\u304a\u3088\u3073<i>1-U \u304c<\/i><i>U<\/i>\u3068\u540c\u3058\u6cd5\u5247\u3092\u6301\u3064\u3068\u3044\u3046\u4e8b\u5b9f\u304b\u3089\u6765\u3066\u3044\u307e\u3059\u3002<\/p><h2>\u30d1\u30e9\u30e1\u30fc\u30bf\u63a8\u5b9a<\/h2><p><i>N \u500b<\/i>\u306e\u72ec\u7acb\u3057\u305f\u30ec\u30a4\u30ea\u30fc\u5909\u6570\u3068\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc<span>\u03c3<\/span>\u306b\u95a2\u3059\u308b\u540c\u3058\u6cd5\u5247\u3092\u4eee\u5b9a\u3059\u308b\u3068\u3001 <span>\u03c3<\/span>\u306e <span><a href=\"https:\/\/science-hub.click\/?p=62111\">\u6700\u5c24<\/a><\/span>\u63a8\u5b9a\u91cf\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002 <\/p><dl><dd><div class=\"math-formual notranslate\">$$ {\\hat{\\sigma}=\\sqrt{\\frac{1}{2N}\\sum_{i=1}^N X_i^2}.} $$<\/div><\/dd><\/dl><h2>\u7279\u5b9a\u306e\u96e2\u6563\u5206\u5e03\u3068\u306e\u30ea\u30f3\u30af<\/h2><h3><span>\u98db\u884c\u6a5f\u5185\u3067\u306e\u30e9\u30f3\u30c0\u30e0<span><a href=\"https:\/\/science-hub.click\/?p=104697\">\u30a6\u30a9\u30fc\u30af<\/a><\/span><\/span><\/h3><div><div><figure class=\"wp-block-image size-large is-style-default\">\n<img decoding=\"async\" alt=\"\" class=\"aligncenter\" onerror=\"this.style.display=none;\" src=\"https:\/\/img.youtube.com\/vi\/BHQCrxkp1BA\/0.jpg\" style=\"width:100%;\"\/><\/figure><div><span><a href=\"https:\/\/science-hub.click\/?p=40011\">\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/a><\/span>\u4e0a\u306e\u7b49\u65b9\u6027\u30e9\u30f3\u30c0\u30e0\u30a6\u30a9\u30fc\u30af\u306e 3 \u3064\u306e\u5b9f\u73fe<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\mathbb{Z}^2\\ } $$<\/div> (10,000\u6b69\u5358\u4f4d)\u3002\u6700\u5927\u8ddd\u96e2 (\u307e\u305f\u306f\u7d42\u7aef\u8ddd\u96e2) \u306f\u3001\u901a\u5e38 100 \u30b9\u30c6\u30c3\u30d7\u7a0b\u5ea6\u3067\u3059\u3002<\/div><\/div><\/div><p>\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ D_n} $$<\/div> <i>n \u56de<\/i>\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u30b9\u30c6\u30c3\u30d7\u5f8c\u306e\u5e73\u9762\u5185\u306e\u30e9\u30f3\u30c0\u30e0 \u30a6\u30a9\u30fc\u30ab\u30fc\u306e\u4f4d\u7f6e\u3068\u305d\u306e\u958b\u59cb\u70b9\u306e\u9593\u306e\u8ddd\u96e2: <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ D_n\/\\sqrt{n}} $$<\/div>\u6cd5\u5247\u306f<strong>\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247<\/strong>\u306b\u53ce\u675f\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u8ddd\u96e2<i>n<\/i>\u3092\u30ab\u30d0\u30fc\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u30a6\u30a9\u30fc\u30ab\u30fc\u304c\u958b\u59cb\u70b9\u304b\u3089\u5b9f\u969b\u306b\u96e2\u308c\u308b\u306e\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\sqrt{n}} $$<\/div>\u8fd1\u4f3c\u3067\u306f\u306a\u304f\u3001\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247\u3078\u306e\u53ce\u675f\u306b\u3088\u308a\u3001\u3053\u306e\u8fd1\u4f3c\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p><h3><span>\u30e9\u30f3\u30c0\u30e0\u306a\u30b1\u30a4\u30ea\u30fc<span><a href=\"https:\/\/science-hub.click\/?p=3544\">\u6728<\/a><\/span>\u306e 2 \u3064\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u70b9\u9593\u306e\u8ddd\u96e2<\/span><\/h3><p><span><a href=\"https:\/\/science-hub.click\/?p=20590\">Joyal \u306e\u5168\u5358\u5c04<\/a><\/span>\u3092\u4f7f\u7528\u3059\u308b\u3068\u3001\u8ddd\u96e2\u306e\u6cd5\u5247\u304c\u6210\u308a\u7acb\u3064\u3053\u3068\u3092\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ D_n} $$<\/div>\u30e9\u30f3\u30c0\u30e0\u306a\u30b1\u30a4\u30ea\u30fc\u6728\u306e 2 \u3064\u306e\u30e9\u30f3\u30c0\u30e0\u306a\u70b9\u306e\u9593\u304c\u4e0e\u3048\u3089\u308c\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ 0\\ \\le\\ k\\ \\le\\ n-1,\\ } $$<\/div>\u306b\u3088\u308b<\/p><center><div class=\"math-formual notranslate\">$$ {\\mathbb{P}\\left(D_n=k\\right)\\ =  \\ \\frac{(k+1)\\times(n)_{\\downarrow k+1}}{n^{k+2}}.} $$<\/div><\/center><p>\u305f\u3068\u3048\u3070\u3001<span><a href=\"https:\/\/science-hub.click\/?p=52613\">\u30b7\u30a7\u30c3\u30d5\u30a7\u306e\u88dc\u984c<\/a><\/span>\u3092\u4f7f\u7528\u3057\u3066\u3001\u6b21\u306e\u3053\u3068\u3092\u793a\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ D_n\/\\sqrt{n}} $$<\/div>\u6cd5\u5247\u306f<strong>\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247<\/strong>\u306b\u53ce\u675f\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30b5\u30a4\u30ba<i>n<\/i>\u306e\u30c4\u30ea\u30fc\u306e 2 \u70b9\u9593\u306e\u300c\u5178\u578b\u7684\u306a\u300d\u8ddd\u96e2\u304c\u6b21\u306e\u30aa\u30fc\u30c0\u30fc\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\sqrt{n}.} $$<\/div><\/p><h3><span>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5faa\u74b0\u30dd\u30a4\u30f3\u30c8<\/span><\/h3><p>Joyal \u306e<span>\u5168\u5358\u5c04<\/span>\u306e\u304a\u304b\u3052\u3067\u3001\u305d\u306e<span><a href=\"https:\/\/science-hub.click\/?p=71097\">\u6570\u306f<\/a><\/span><div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ C_n(\\omega)\\ } $$<\/div>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5faa\u74b0\u30dd\u30a4\u30f3\u30c8\u306e<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\omega\\ } $$<\/div>\u306e<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ [\\![1,n]\\!]} $$<\/div>\u3067<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ [\\![1,n]\\!]} $$<\/div> \u3001\u3068\u540c\u3058\u6cd5\u5247\u306b\u5f93\u3044\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ D_n.\\ } $$<\/div>\u305d\u308c\u3067\u3001 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ C_n\/\\sqrt{n}} $$<\/div>\u6cd5\u5247\u306f<strong>\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247<\/strong>\u306b\u53ce\u675f\u3057\u307e\u3059\u3002<\/p><h3><span>\u8a95\u751f\u65e5\u306e\u554f\u984c<\/span><\/h3><p>\u3053\u306e\u614e\u91cd\u306a\u6cd5\u5247\u306f\u3001\u6709\u540d\u306a<span title=\"\u8a95\u751f\u65e5\u306e\u554f\u984c\uff08\u30da\u30fc\u30b8\u304c\u5b58\u5728\u3057\u307e\u305b\u3093\uff09\">\u8a95\u751f\u65e5\u554f\u984c<\/span>\u306a\u3069\u306e\u5272\u308a\u5f53\u3066\u554f\u984c (\u30dc\u30fc\u30eb\u3068\u58fa) \u306b\u3082\u73fe\u308c\u307e\u3059\u3002\u7b49\u3057\u3044\u78ba\u7387\u3067<span><a href=\"https:\/\/science-hub.click\/?p=57227\">\u4e00\u9023<\/a><\/span><i>\u306e<\/i>\u58fa\u306b\u30dc\u30fc\u30eb\u3092\u9806\u756a\u306b\u5272\u308a\u5f53\u3066\u308b\u3068\u3001\u3053\u308c\u306f\u78ba\u7387\u8ad6\u7684\u306a<span><a href=\"https:\/\/science-hub.click\/?p=43086\">\u4e16\u754c<\/a><\/span>\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\Omega\\ =\\ [\\![1,n]\\!]^{\\mathbb{N}},\\ } $$<\/div>\u30e9\u30f3\u30af<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ T_n(\\omega)\\ } $$<\/div>\u7a7a\u3067\u306f\u306a\u3044\u58fa\u306b\u5272\u308a\u5f53\u3066\u3089\u308c\u308b\u6700\u521d\u306e\u30dc\u30fc\u30eb\u306f\u3001\u4ee5\u4e0b\u3068\u540c\u3058\u6cd5\u5247\u306b\u5f93\u3044\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ 2+D_n.\\ } $$<\/div>\u305d\u308c\u3067\u3001 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ T_n\/\\sqrt{n}} $$<\/div>\u6cd5\u5247\u306f<strong>\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247<\/strong>\u306b\u53ce\u675f\u3057\u307e\u3059\u3002<\/p><p> <i>n=365<\/i> \u3001\u3064\u307e\u308a<i>365 \u500b\u306e\u30dc\u30c3\u30af\u30b9<\/i>\u306e\u5834\u5408\u3001 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ T_n(\\omega)\\ } $$<\/div>\u306f\u3001\u30b0\u30eb\u30fc\u30d7\u306e\u5c11\u306a\u304f\u3068\u3082 2 \u4eba\u306e\u30e1\u30f3\u30d0\u30fc\u304c\u540c\u3058\u8a95\u751f\u65e5\u3092\u6301\u3064\u53ef\u80fd\u6027\u304c\u9ad8\u304f\u306a\u308b\u30b0\u30eb\u30fc\u30d7\u306e\u30b5\u30a4\u30ba\u3068\u3057\u3066\u89e3\u91c8\u3055\u308c\u307e\u3059 (\u30b5\u30a4\u30ba\u304c\u5f90\u3005\u306b\u5927\u304d\u304f\u306a\u308b\u30b0\u30eb\u30fc\u30d7\u3092\u60f3\u50cf\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059)\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\alpha\\sqrt{n}\\ } $$<\/div>\u8a95\u751f\u65e5\u306f\u3059\u3079\u3066\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u304a\u3088\u305d<\/p><center><div class=\"math-formual notranslate\">$$ {e^{-\\alpha^2\/2}\\ =\\ \\int_{\\alpha}^{+\\infty}\\,f(x;1)\\,dx,} $$<\/div><\/center><p>\u3057\u305f\u304c\u3063\u3066\u3001\u7d04 1 \u4eba\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5834\u5408\u306f 1\/2 \u306e\u4fa1\u5024\u304c\u3042\u308a\u307e\u3059\u3002 <div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\sqrt{365\\times2\\ln(2)}\\ } $$<\/div> (\u3064\u307e\u308a 22.5) \u4eba\u3001\u307e\u305f\u306f\u7d04 1\/10 \u4eba\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u5834\u5408<div class=\"math-formual notranslate\">$$ {\\scriptstyle\\ \\sqrt{365\\times2\\ln(10)}\\ } $$<\/div> \uff08\u3064\u307e\u308a41\u4eba\uff09\u3053\u306e\u78ba\u7387\u304c 1\/2 (\u305d\u308c\u305e\u308c 1\/10) \u3088\u308a\u5c0f\u3055\u304f\u306a\u308b\u3088\u3046\u306b\u6700\u521d\u306e\u6574\u6570\u3092\u6b63\u78ba\u306b\u8a08\u7b97\u3059\u308b\u3068\u3001\u540c\u3058\u7d50\u679c\u300123 (\u305d\u308c\u305e\u308c 41) \u304c\u5f97\u3089\u308c\u307e\u3059\u3002<\/p><table><tr><th colspan=\"2\"><div><div> <span title=\"\u3053\u306e\u30e2\u30c7\u30eb\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\">vdm<\/span> <span title=\"\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb:\u78ba\u7387\u5247\u30d1\u30ec\u30c3\u30c8 (\u30da\u30fc\u30b8\u306f\u5b58\u5728\u3057\u307e\u305b\u3093)\"><span title=\"\u3053\u306e\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u306e\u30c7\u30a3\u30b9\u30ab\u30c3\u30b7\u30e7\u30f3\u3002\">\u200b<\/span><\/span> <span title=\"\u3053\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u7de8\u96c6\u3057\u307e\u3059\u3002\u4fdd\u5b58\u3059\u308b\u524d\u306b\u30d7\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u304f\u3060\u3055\u3044\u3002\">\u200b<\/span><\/div><\/div><span>\u78ba\u7387\u306e\u6cd5\u5247<\/span><\/th><\/tr><tr><td>\u6709\u9650\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u6301\u3064\u500b\u5225\u6cd5\u5247<\/td><td><span><a href=\"https:\/\/science-hub.click\/?p=85053\">\u30d9\u30eb\u30cc\u30fc\u30a4\u306e\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=105085\">\u96e2\u6563\u4e00\u69d8\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=4678\">\u4e8c\u9805\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=7762\">\u8d85\u5e7e\u4f55\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=11024\">\u30d9\u30f3\u30d5\u30a9\u30fc\u30c9\u306e\u6cd5\u5247<\/a><\/span><\/td><\/tr><tr><td>\u53ef\u7b97\u30b5\u30dd\u30fc\u30c8\u3092\u5099\u3048\u305f\u96e2\u6563\u6cd5\u5247<\/td><td><span><a href=\"https:\/\/science-hub.click\/?p=1126\">\u5e7e\u4f55\u5b66\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=38010\">\u30dd\u30a2\u30bd\u30f3\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=56397\">\u8ca0\u306e\u4e8c\u9805\u6cd5\u5247<\/a><\/span>\u2022 \u5bfe\u6570\u6cd5\u5247<\/td><\/tr><tr><td>\u30b3\u30f3\u30d1\u30af\u30c8\u306a\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u308b\u7d99\u7d9a\u7684\u306a\u6cd5\u5247<\/td><td><span><a href=\"https:\/\/science-hub.click\/?p=18972\">\u9023\u7d9a\u4e00\u69d8\u5247<\/a><\/span>\u30fb\u4e09\u89d2\u5247\u30fb<span><a href=\"https:\/\/science-hub.click\/?p=70787\">\u30d9\u30fc\u30bf\u5247<\/a><\/span><\/td><\/tr><tr><td>\u534a\u7121\u9650\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u5099\u3048\u305f\u7d99\u7d9a\u7684\u306a\u6cd5\u5247<\/td><td><span><a href=\"https:\/\/science-hub.click\/?p=92199\">\u6307\u6570\u6cd5\u5247<\/a><\/span>\u2022 \u30ac\u30f3\u30de\u306e\u6cd5\u5247 \u2022 \u03c7\u00b2 \u306e\u6cd5\u5247<span><a href=\"https:\/\/science-hub.click\/?p=68689\">\u2022 \u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e<\/a><\/span>\u6cd5\u5247 \u2022 \u30ef\u30a4\u30d6\u30eb\u306e<strong>\u6cd5\u5247 \u2022 \u30ec\u30a4\u30ea\u30fc<\/strong><span><a href=\"https:\/\/science-hub.click\/?p=25074\">\u306e\u6cd5\u5247 \u2022 \u30e9\u30a4\u30b9\u306e<\/a><\/span>\u6cd5\u5247 \u2022 \u30a8\u30eb\u30e9\u30f3\u306e\u6cd5\u5247 \u2022 \u30ec\u30f4\u30a3\u306e\u6cd5\u5247 \u2022<span><a href=\"https:\/\/science-hub.click\/?p=67155\">\u9006\u30ac\u30f3\u30de\u306e\u6cd5\u5247<\/a><\/span>\u2022 \u5bfe\u6570\u6b63\u898f\u306e\u6cd5\u5247<\/td><\/tr><tr><td><span><a href=\"https:\/\/science-hub.click\/?p=96157\">\u7121\u9650\u306e<\/a><\/span>\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u308b\u7d99\u7d9a\u7684\u306a\u6cd5\u5247<\/td><td><span><a href=\"https:\/\/science-hub.click\/?p=5598\">\u6b63\u898f\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=82575\">\u975e\u5bfe\u79f0\u6b63\u898f\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=31078\">\u30b3\u30fc\u30b7\u30fc\u306e\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=37744\">\u30e9\u30d7\u30e9\u30b9\u306e\u6cd5\u5247<\/a><\/span>\u2022<span><a href=\"https:\/\/science-hub.click\/?p=102229\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af<\/a><\/span>\u6cd5\u5247 \u2022<span><a href=\"https:\/\/science-hub.click\/?p=43066\">\u30b9\u30c1\u30e5\u30fc\u30c7\u30f3\u30c8\u6cd5\u5247<\/a><\/span>\u2022 \u5b89\u5b9a\u6cd5\u5247 \u2022 \u30ac\u30f3\u30d9\u30eb\u306e\u6cd5\u5247<\/td><\/tr><\/table><\/div><h2 class=\"ref_link\">\u53c2\u8003\u8cc7\u6599<\/h2><ol><li><a class=\"notranslate\" href=\"https:\/\/ca.wikipedia.org\/wiki\/Distribuci%C3%B3_de_Rayleigh\">Distribuci\u00f3 de Rayleigh \u2013 catalan<\/a><\/li><li> <a class=\"notranslate\" href=\"https:\/\/de.wikipedia.org\/wiki\/Rayleigh-Verteilung\">Rayleigh-Verteilung \u2013 allemand<\/a><\/li><li> <a class=\"notranslate\" href=\"https:\/\/en.wikipedia.org\/wiki\/Rayleigh_distribution\">Rayleigh distribution \u2013 anglais<\/a><\/li><li> <a class=\"notranslate\" href=\"https:\/\/es.wikipedia.org\/wiki\/Distribuci%C3%B3n_de_Rayleigh\">Distribuci\u00f3n de Rayleigh \u2013 espagnol<\/a><\/li><li> <a class=\"notranslate\" href=\"https:\/\/fa.wikipedia.org\/wiki\/%D8%AA%D9%88%D8%B2%DB%8C%D8%B9_%D8%B1%DB%8C%D9%84%DB%8C\">\u062a\u0648\u0632\u06cc\u0639 \u0631\u06cc\u0644\u06cc \u2013 persan<\/a><\/li><li> <a class=\"notranslate\" href=\"https:\/\/he.wikipedia.org\/wiki\/%D7%94%D7%AA%D7%A4%D7%9C%D7%92%D7%95%D7%AA_%D7%A8%D7%99%D7%99%D7%9C%D7%99\">\u05d4\u05ea\u05e4\u05dc\u05d2\u05d5\u05ea \u05e8\u05d9\u05d9\u05dc\u05d9 \u2013 h\u00e9breu<\/a><\/li><\/ol><\/div>\n<div class=\"feature-video\">\n <h2>\n  \u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247 &#8211; \u5b9a\u7fa9\u30fb\u95a2\u9023\u52d5\u753b\n <\/h2>\n <div class=\"video-item\">\n  \n  <figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n   <div class=\"wp-block-embed__wrapper\">\n    <iframe loading=\"lazy\" title=\"\u3010\u5149\u5b66 NA\u3068\u306f\uff1f\u5206\u89e3\u80fd \u30ec\u30a4\u30ea\u30fc\u306e\u5f0f\u3011#\u308f\u304b\u308a\u307f\u30b5\u30a4\u30a8\u30f3\u30b9\uff01   #\u5e72\u6e09 \u3068 #\u56de\u6298 \u5206\u89e3\u80fd\u306e\u5f0f\u3092\u6c42\u3081\u308b #\u5149\u5b66 #\u5206\u89e3\u80fd  #\u308f\u304b\u308a\u307f\u30b5\u30a4\u30a8\u30f3\u30b9 #Resolution  #\u30c4\u30eb\u30de\u30ad\u30de\u30ad\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/U_sDNWYA7zo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n   <\/div>\n  <\/figure>\n  \n <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5c0e\u5165 \u30ec\u30a4\u30ea\u30fc \u8a2d\u5b9a $$ {\\sigma&gt;0\\,\\,} $$ \u30b5\u30dd\u30fc\u30c8 $$ {x\\in [0;\\infty)} $$ \u78ba\u7387\u5bc6\u5ea6(\u8cea\u91cf\u95a2\u6570) $$ {\\frac{x \\exp\\left(\\frac{-x^2}{2 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":18213,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/img.youtube.com\/vi\/V7uMdBYoWk8\/0.jpg","fifu_image_alt":"\u30ec\u30a4\u30ea\u30fc\u306e\u6cd5\u5247 - \u5b9a\u7fa9","footnotes":""},"categories":[5],"tags":[11,13,14,10,2622,20032,12,8,793,16,15,9],"class_list":["post-18212","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dictionary","tag-techniques","tag-technologie","tag-news","tag-actualite","tag-rayleigh","tag-loi-de-rayleigh","tag-dossier","tag-definition","tag-loi","tag-sciences","tag-article","tag-explications"],"_links":{"self":[{"href":"https:\/\/science-hub.click\/index.php?rest_route=\/wp\/v2\/posts\/18212"}],"collection":[{"href":"https:\/\/science-hub.click\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/science-hub.click\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/science-hub.click\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/science-hub.click\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18212"}],"version-history":[{"count":0,"href":"https:\/\/science-hub.click\/index.php?rest_route=\/wp\/v2\/posts\/18212\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/science-hub.click\/index.php?rest_route=\/wp\/v2\/media\/18213"}],"wp:attachment":[{"href":"https:\/\/science-hub.click\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/science-hub.click\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=18212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/science-hub.click\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=18212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}