{"id":861,"date":"2023-07-28T12:19:12","date_gmt":"2023-07-28T12:19:12","guid":{"rendered":"https:\/\/statorials.org\/ja\/z%e3%82%af%e3%83%aa%e3%83%86%e3%82%a3%e3%82%ab%e3%83%ab%e5%80%a4python\/"},"modified":"2023-07-28T12:19:12","modified_gmt":"2023-07-28T12:19:12","slug":"z%e3%82%af%e3%83%aa%e3%83%86%e3%82%a3%e3%82%ab%e3%83%ab%e5%80%a4python","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/z%e3%82%af%e3%83%aa%e3%83%86%e3%82%a3%e3%82%ab%e3%83%ab%e5%80%a4python\/","title":{"rendered":"Python \u3067\u91cd\u8981\u306a z \u5024\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u4eee\u8aac\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u305f\u3073\u306b\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u4eee\u8aac\u691c\u5b9a\u306e\u7d50\u679c\u304c\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306b\u306f\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u3092<strong>\u81e8\u754c Z \u5024<\/strong>\u3068\u6bd4\u8f03\u3057\u307e\u3059\u3002\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u7d76\u5bfe\u5024\u304c\u81e8\u754c Z \u5024\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u691c\u5b9a\u7d50\u679c\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3059\u3002<\/span><\/p>\n<p> Python \u3067\u91cd\u8981\u306a Z \u5024\u3092\u898b\u3064\u3051\u308b\u306b\u306f\u3001<span style=\"color: #000000;\">\u6b21\u306e\u69cb\u6587\u3092\u4f7f\u7528\u3059\u308b<\/span><a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.norm.html\" target=\"_blank\" rel=\"noopener\">scipy.stats.norm.ppf() \u95a2\u6570<\/a><span style=\"color: #000000;\">\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059<\/span>\u3002<\/p>\n<p> <span style=\"color: #000000;\"><strong>scipy.stats.norm.ppf(q)<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u91d1\uff1a<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>q:<\/strong>\u4f7f\u7528\u3059\u308b\u91cd\u8981\u5ea6<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\">\u6b21\u306e\u4f8b\u306f\u3001\u5de6\u624b\u691c\u5b9a\u3001\u53f3\u624b\u691c\u5b9a\u3001\u304a\u3088\u3073\u4e21\u5074\u691c\u5b9a\u306e\u91cd\u8981\u306a Z \u5024\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u5de6\u306e\u30c6\u30b9\u30c8<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6709\u610f\u6c34\u6e96 0.05 \u306e\u5de6\u691c\u5b9a\u306e\u81e8\u754c Z \u5024\u3092\u898b\u3064\u3051\u305f\u3044\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> scipy.stats\n\n<span style=\"color: #008080;\">#find Z critical value<\/span>\nscipy.stats.norm.ppf(.05)\n\n-1.64485\n<\/strong><\/pre>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u81e8\u754c Z \u5024\u306f<strong>-1.64485<\/strong>\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u30c6\u30b9\u30c8\u7d71\u8a08\u91cf\u304c\u3053\u306e\u5024\u3088\u308a\u5c0f\u3055\u3044\u5834\u5408\u3001\u30c6\u30b9\u30c8\u7d50\u679c\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u6b63\u3057\u3044\u30c6\u30b9\u30c8<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u53f3\u5074\u9762\u691c\u5b9a\u306e\u81e8\u754c Z \u5024\u3092\u6709\u610f\u6c34\u6e96 0.05 \u3067\u898b\u3064\u3051\u305f\u3044\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> scipy.stats\n\n<span style=\"color: #008080;\">#find Z critical value<\/span>\nscipy.stats.norm.ppf(1-.05)\n\n1.64485\n<\/strong><\/pre>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u81e8\u754c Z \u5024\u306f<strong>1.64485<\/strong>\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u30c6\u30b9\u30c8\u7d71\u8a08\u91cf\u304c\u3053\u306e\u5024\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u30c6\u30b9\u30c8\u7d50\u679c\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3059\u3002<\/span><\/p>\n<h3><span style=\"color: #000000;\"><strong>\u4e21\u5074\u691c\u5b9a<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u6709\u610f\u6c34\u6e96 0.05 \u306e\u4e21\u5074\u691c\u5b9a\u306e\u81e8\u754c Z \u5024\u3092\u898b\u3064\u3051\u305f\u3044\u3068\u3057\u307e\u3059\u3002<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> scipy.stats\n\n<span style=\"color: #008080;\">#find Z critical value<\/span>\nscipy.stats.norm.ppf(1-.05\/2)\n\n1.95996\n<\/strong><\/pre>\n<p data-slot-rendered-dynamic=\"true\"><span style=\"color: #000000;\">\u4e21\u5074\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u305f\u3073\u306b\u30012 \u3064\u306e\u91cd\u8981\u306a\u5024\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u306e\u5834\u5408\u3001\u91cd\u8981\u306a Z \u5024\u306f<strong>1.95996<\/strong>\u3068<strong>-1.95996<\/strong>\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u304c -1.95996 \u672a\u6e80\u3067\u3042\u308b\u304b\u30011.95996 \u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u691c\u5b9a\u7d50\u679c\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3059\u3002<\/span> <\/p>\n<div class=\"entry-content entry-content-single\" data-content-ads-inserted=\"true\">\n<div class=\"entry-content entry-content-single\" data-content-ads-inserted=\"true\">\n<p> <em><span style=\"color: #000000;\">Norm.ppf() \u95a2\u6570\u306e\u6b63\u78ba\u306a\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001<\/span> <a href=\"https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.stats.norm.html\" target=\"_blank\" rel=\"noopener\">SciPy \u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/a><span style=\"color: #000000;\">\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044<\/span>\u3002<\/em><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4eee\u8aac\u691c\u5b9a\u3092\u5b9f\u884c\u3059\u308b\u305f\u3073\u306b\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u304c\u5f97\u3089\u308c\u307e\u3059\u3002\u4eee\u8aac\u691c\u5b9a\u306e\u7d50\u679c\u304c\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306b\u306f\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u3092\u81e8\u754c Z \u5024\u3068\u6bd4\u8f03\u3057\u307e\u3059\u3002\u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u7d76\u5bfe\u5024\u304c\u81e8\u754c Z \u5024\u3088\u308a\u5927\u304d\u3044\u5834\u5408\u3001\u691c\u5b9a\u7d50\u679c\u306f\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3059 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-861","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python \u3067\u81e8\u754c\u5024 Z \u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5 \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Python\u3067\u91cd\u8981\u306aZ\u5024\u3092\u898b\u3064\u3051\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u7c21\u5358\u306b\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\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\/ja\/z\u30af\u30ea\u30c6\u30a3\u30ab\u30eb\u5024python\/\" \/>\n<meta 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