{"id":55803,"date":"2024-12-12T09:00:00","date_gmt":"2024-12-12T12:00:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/?p=55803"},"modified":"2024-12-09T14:05:01","modified_gmt":"2024-12-09T17:05:01","slug":"chi-square-test","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/ja\/chi-square-test\/","title":{"rendered":"\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\uff1a\u3053\u306e\u7d71\u8a08\u30c4\u30fc\u30eb\u3092\u7406\u89e3\u3057\u9069\u7528\u3059\u308b"},"content":{"rendered":"<p>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306f\u7d71\u8a08\u5b66\u306b\u304a\u3044\u3066\u3001\u7279\u306b\u69d8\u3005\u306a\u5f62\u5f0f\u3084\u5206\u91ce\u306b\u307e\u305f\u304c\u308b\u30ab\u30c6\u30b4\u30ea\u30fc\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3002\u3042\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u3001\u9023\u7d9a\u6570\u5024\u304c\u30c7\u30fc\u30bf\u3092\u8868\u3057\u3001\u3042\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u30fb\u30c7\u30fc\u30bf\u304c\u6027\u5225\u3001\u55dc\u597d\u3001\u307e\u305f\u306f\u6559\u80b2\u30ec\u30d9\u30eb\u306b\u5f93\u3063\u3066\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u8868\u3059\u3002\u30ab\u30c6\u30b4\u30ea\u30fc\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u969b\u3001\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306f\u95a2\u4fc2\u3092\u63a2\u308a\u3001\u610f\u5473\u306e\u3042\u308b\u6d1e\u5bdf\u3092\u5c0e\u304d\u51fa\u3059\u305f\u3081\u306b\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u7d71\u8a08\u30c4\u30fc\u30eb\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u30ab\u30a42\u4e57\u691c\u5b9a\u304c\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3059\u308b\u306e\u304b\u3001\u305d\u306e\u5fdc\u7528\u4f8b\u3001\u305d\u3057\u3066\u306a\u305c\u7814\u7a76\u8005\u3084\u30c7\u30fc\u30bf\u5206\u6790\u8005\u306b\u3068\u3063\u3066\u4e0d\u53ef\u6b20\u306a\u306e\u304b\u306b\u3064\u3044\u3066\u6398\u308a\u4e0b\u3052\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d6\u30ed\u30b0\u3092\u901a\u3057\u3066\u3001\u30ab\u30a42\u4e57\u691c\u5b9a\u304c\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u3001\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3055\u308c\u3001\u3069\u306e\u3088\u3046\u306b\u89e3\u91c8\u3067\u304d\u308b\u304b\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002\u30ab\u30a42\u4e57\u691c\u5b9a\u306f\u3001\u5b66\u751f\u3001\u7814\u7a76\u8005\u3001\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u306b\u8208\u5473\u306e\u3042\u308b\u65b9\u306a\u3069\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u91cd\u8981\u6027\u3092\u7406\u89e3\u3059\u308b<\/h2>\n\n\n\n<p>\u30ab\u30a42\u4e57\u691c\u5b9a\u306f\u3001\u69d8\u3005\u306a\u5206\u91ce\u3067\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3092\u8abf\u3079\u305f\u308a\u3001\u4eee\u8aac\u3092\u691c\u8a3c\u3057\u305f\u308a\u3059\u308b\u306e\u306b\u4f7f\u308f\u308c\u308b\u57fa\u672c\u7684\u306a\u7d71\u8a08\u624b\u6cd5\u3067\u3042\u308b\u3002\u30ab\u30a42\u4e57\u691c\u5b9a\u306e\u9069\u7528\u65b9\u6cd5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u3001\u7814\u7a76\u8005\u304c\u30c7\u30fc\u30bf\u4e2d\u306e\u6709\u610f\u306a\u30d1\u30bf\u30fc\u30f3\u3084\u95a2\u9023\u3092\u8b58\u5225\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u5e30\u7121\u4eee\u8aac\u306e\u3082\u3068\u3067\u3001\u89b3\u5bdf\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3068\u3001\u5909\u6570\u9593\u306b\u95a2\u4fc2\u304c\u306a\u304b\u3063\u305f\u5834\u5408\u306b\u4e88\u60f3\u3055\u308c\u308b\u30c7\u30fc\u30bf\u3068\u3092\u6bd4\u8f03\u3059\u308b\u3002\u751f\u7269\u5b66\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u793e\u4f1a\u79d1\u5b66\u306a\u3069\u306e\u5206\u91ce\u3067\u306f\u3001\u3053\u306e\u691c\u5b9a\u306f\u6bcd\u96c6\u56e3\u306e\u5206\u5e03\u306b\u95a2\u3059\u308b\u4eee\u8aac\u3092\u691c\u5b9a\u3059\u308b\u306e\u306b\u7279\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u6838\u5fc3\u306f\u3001\u30ab\u30a42\u4e57\u691c\u5b9a\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u30fb\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u89b3\u5bdf\u3055\u308c\u305f\u5ea6\u6570\u3068\u671f\u5f85\u3055\u308c\u308b\u5ea6\u6570\u3068\u306e\u9593\u306e\u4e0d\u4e00\u81f4\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002\u3053\u308c\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u6211\u3005\u306f\u6b21\u306e\u3088\u3046\u306a\u8cea\u554f\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff1a\"\u89b3\u5bdf\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30fb\u30d1\u30bf\u30fc\u30f3\u306f\u3001\u5076\u7136\u306b\u4e88\u60f3\u3055\u308c\u308b\u3082\u306e\u3068\u7570\u306a\u308b\u304b\uff1f\" \u3068\u304b \"2\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570\u306f\u4e92\u3044\u306b\u72ec\u7acb\u304b\uff1f\" \u3068\u3044\u3063\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u7a2e\u985e<\/h3>\n\n\n\n<p>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306b\u306f\u3001\u9069\u5408\u5ea6\u691c\u5b9a\u3068\u72ec\u7acb\u6027\u691c\u5b9a\u3068\u3044\u30462\u3064\u306e\u4e3b\u8981\u306a\u5f62\u5f0f\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u7279\u5b9a\u306e\u7d71\u8a08\u7684\u306a\u8cea\u554f\u306b\u5408\u308f\u305b\u3066\u8abf\u6574\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p><strong>1.\u30ab\u30a4\u4e8c\u4e57\u9069\u5408\u5ea6\u691c\u5b9a<\/strong><\/p>\n\n\n\n<p>\u500b\u3005\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570\u304c\u3001\u7279\u5b9a\u306e\u5206\u5e03\u306b\u5f93\u3046\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u691c\u5b9a\u3055\u308c\u308b\u3002\u89b3\u5bdf\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u671f\u5f85\u3055\u308c\u308b\u5206\u5e03\u306b\u4e00\u81f4\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u305f\u3081\u306b\uff0c\u30e2\u30c7\u30eb\u307e\u305f\u306f\u904e\u53bb\u306e\u30c7\u30fc\u30bf\u304c\u3057\u3070\u3057\u3070\u4f7f\u7528\u3055\u308c\u308b\uff0e<\/p>\n\n\n\n<figure class=\"wp-block-image alignwide size-full\"><a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\"><img decoding=\"async\" loading=\"lazy\" width=\"651\" height=\"174\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph-1.png\" alt=\"\u7814\u7a76\u8005\u3084\u6559\u80b2\u8005\u5411\u3051\u306b\u79d1\u5b66\u7684\u306a\u30a4\u30e9\u30b9\u30c8\u3084\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u4f5c\u6210\u3059\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001Mind the Graph\u306e\u30ed\u30b4\u3002\" class=\"wp-image-54660\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph-1.png 651w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph-1-300x80.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph-1-18x5.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/06\/mind-the-graph-1-100x27.png 100w\" sizes=\"(max-width: 651px) 100vw, 651px\" \/><\/a><figcaption class=\"wp-element-caption\">Mind the Graph <a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\">\u9b45\u529b\u7684\u306a\u79d1\u5b66\u30a4\u30e9\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u30b5\u30a4\u30b3\u30ed\u309260\u56de\u632f\u308b\u3053\u3068\u3092\u8003\u3048\u3066\u307f\u3088\u3046\u3002\u30c0\u30a4\u30b9\u306f\u516c\u5e73\u306a\u306e\u3067\u3001\u5404\u9762\u304c10\u56de\u305a\u3064\u51fa\u308b\u3068\u4e88\u60f3\u3055\u308c\u308b\u304c\u3001\u5b9f\u969b\u306e\u7d50\u679c\u306f\u308f\u305a\u304b\u306b\u7570\u306a\u308b\u3002\u3053\u306e\u305a\u308c\u304c\u6709\u610f\u306a\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u5358\u306a\u308b\u5076\u7136\u306e\u7d50\u679c\u306a\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306b\u3001\u9069\u5408\u5ea6\u691c\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><\/p>\n\n\n\n<ol>\n<li>\u7406\u8ad6\u7684\u306a\u5206\u5e03\u306b\u57fa\u3065\u304d\u3001\u671f\u5f85\u3055\u308c\u308b\u5ea6\u6570\u3092\u6c7a\u5b9a\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u305d\u3057\u3066\u3001\u89b3\u6e2c\u3055\u308c\u305f\u5468\u6ce2\u6570\u3068\u6bd4\u8f03\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u30ab\u30a4\u4e8c\u4e57\u7d71\u8a08\u91cf\u3092\u8a08\u7b97\u3057\u3001\u504f\u5dee\u3092\u5b9a\u91cf\u5316\u3059\u308b\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u7814\u7a76\u8005\u306f\u3001\u54c1\u8cea\u7ba1\u7406\u3084\u907a\u4f1d\u5b66\u306a\u3069\u3001\u89b3\u6e2c\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u7406\u8ad6\u5206\u5e03\u3068\u6bd4\u8f03\u3057\u305f\u3044\u5206\u91ce\u3067\u3053\u306e\u691c\u5b9a\u3092\u3088\u304f\u4f7f\u3046\u3002<\/p>\n\n\n\n<p><strong>2.\u72ec\u7acb\u6027\u306e\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a<\/strong><\/p>\n\n\n\n<p>\u3053\u306e\u691c\u5b9a\u3067\u306f\uff0c2\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u5909\u6570\u304c\u72ec\u7acb\u3067\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3059\u308b\uff0e\u3053\u306e\u691c\u5b9a\u306f\u30011\u3064\u306e\u5909\u6570\u306e\u5206\u5e03\u304c2\u756a\u76ee\u306e\u5909\u6570\u306e\u30ec\u30d9\u30eb\u9593\u3067\u5909\u5316\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u691c\u5b9a\u3059\u308b\u3002\u5909\u6570\u306e\u5ea6\u6570\u5206\u5e03\u3092\u8868\u793a\u3059\u308b\u5206\u5272\u8868\u306f\u3001\u901a\u5e38\u3001\u30ab\u30a42\u4e57\u691c\u5b9a\u3092\u7528\u3044\u3066\u72ec\u7acb\u6027\u3092\u691c\u5b9a\u3055\u308c\u308b\u3002<\/p>\n\n\n\n<p>\u53c2\u52a0\u8005\u306b\u6027\u5225\u3068\u597d\u304d\u306a\u6620\u753b\u306e\u30bf\u30a4\u30d7\uff08\u30a2\u30af\u30b7\u30e7\u30f3\u3001\u30c9\u30e9\u30de\u3001\u30b3\u30e1\u30c7\u30a3\uff09\u3092\u5c0b\u306d\u308b\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u5b9f\u65bd\u3057\u305f\u3068\u3057\u307e\u3059\u3002\u72ec\u7acb\u6027\u306e\u30ab\u30a42\u4e57\u691c\u5b9a\u306f\u3001\u6027\u5225\u304c\u6620\u753b\u306e\u55dc\u597d\u306b\u5f71\u97ff\u3059\u308b\u304b\u3001\u307e\u305f\u306f\u305d\u308c\u3089\u304c\u72ec\u7acb\u3067\u3042\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u30b9\u30c6\u30c3\u30d7<\/strong><\/p>\n\n\n\n<ol>\n<li>2\u3064\u306e\u5909\u6570\u306e\u5206\u5272\u8868\u3092\u4f5c\u6210\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u5909\u6570\u304c\u72ec\u7acb\u3067\u3042\u308b\u3068\u3044\u3046\u4eee\u5b9a\u306b\u57fa\u3065\u3044\u3066\u3001\u671f\u5f85\u5ea6\u6570\u3092\u8a08\u7b97\u3057\u306a\u3055\u3044\u3002<\/li>\n\n\n\n<li>\u30ab\u30a4\u4e8c\u4e57\u7d71\u8a08\u91cf\u3092\u7528\u3044\u3066\u3001\u89b3\u5bdf\u3055\u308c\u305f\u5ea6\u6570\u3068\u4e88\u60f3\u3055\u308c\u305f\u5ea6\u6570\u3092\u6bd4\u8f03\u3059\u308b\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u5e02\u5834\u8abf\u67fb\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u6559\u80b2\u306b\u304a\u3044\u3066\u3001\u3053\u306e\u30c6\u30b9\u30c8\u306f\u3001\u6559\u80b2\u30ec\u30d9\u30eb\u3068\u6295\u7968\u9078\u597d\u306e\u95a2\u4fc2\u306a\u3069\u3001\u4eba\u53e3\u7d71\u8a08\u5b66\u7684\u5909\u6570\u3068\u7d50\u679c\u306e\u95a2\u4fc2\u3092\u7814\u7a76\u3059\u308b\u305f\u3081\u306b\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<h2>\u5b9f\u4e16\u754c\u306e\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3051\u308b\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u5fdc\u7528<\/h2>\n\n\n\n<p>\u30ab\u30a42\u4e57\u691c\u5b9a\u306f\u3001\u6027\u5225\u3001\u55dc\u597d\u3001\u653f\u6cbb\u7684\u6240\u5c5e\u306a\u3069\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u30fb\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3068\u304d\u306b\u3001\u95a2\u4fc2\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u691c\u5b9a\u3059\u308b\u306e\u306b\u7279\u306b\u6709\u7528\u3067\u3042\u308b\u3002\u72ec\u7acb\u6027\u306e\u691c\u5b9a\u3068\u9069\u5408\u5ea6\u306e\u691c\u5b9a\u306f\u30012\u3064\u306e\u5909\u6570\u306e\u9593\u306b\u6709\u610f\u306a\u95a2\u9023\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\uff08\u72ec\u7acb\u6027\u306e\u691c\u5b9a\uff09\u3002<\/p>\n\n\n\n<p>\u7814\u7a76\u8005\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u30c7\u30fc\u30bf\u306b\u304a\u3044\u3066\u30ab\u30a42\u4e57\u691c\u5b9a\u3092\u4f7f\u3063\u3066\u4eee\u8aac\u3092\u691c\u8a3c\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u306e\u691c\u5b9a\u304c\u5e83\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u7406\u7531\u306f\u3044\u304f\u3064\u304b\u3042\u308b\uff1a<\/p>\n\n\n\n<ul>\n<li>\u30d1\u30e9\u30e1\u30c8\u30ea\u30c3\u30af\u691c\u5b9a\u3068\u306f\u7570\u306a\u308a\u3001\u30c7\u30fc\u30bf\u306e\u57fa\u790e\u3068\u306a\u308b\u5206\u5e03\u306b\u95a2\u3059\u308b\u4eee\u5b9a\u3092\u5fc5\u8981\u3068\u3057\u306a\u3044\u3002<\/li>\n\n\n\n<li>\u69d8\u3005\u306a\u5206\u91ce\u3067\u4f7f\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u6c4e\u7528\u6027\u304c\u9ad8\u3044\u3002<\/li>\n\n\n\n<li>\u89b3\u5bdf\u3055\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u3066\u3001\u5341\u5206\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u652f\u63f4\u3059\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h2>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u524d\u63d0\u6761\u4ef6<\/h2>\n\n\n\n<p>\u30ab\u30a42\u4e57\u691c\u5b9a\u306e\u7d50\u679c\u306e\u6709\u52b9\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u3042\u308b\u4eee\u5b9a\u3092\u6e80\u305f\u3055\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u3053\u308c\u3089\u306e\u4eee\u5b9a\u306f\u3001\u7279\u306b\u30ab\u30c6\u30b4\u30ea\u30fc\u30fb\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3068\u304d\u306b\u3001\u691c\u5b9a\u306e\u6b63\u78ba\u3055\u3068\u59a5\u5f53\u6027\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u30023\u3064\u306e\u91cd\u8981\u306a\u4eee\u5b9a\u306b\u5bfe\u51e6\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059: \u30e9\u30f3\u30c0\u30e0\u30fb\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570\u3001\u671f\u5f85\u3055\u308c\u308b\u5ea6\u6570\u30ab\u30a6\u30f3\u30c8\u3002<\/p>\n\n\n\n<p><strong>1.\u30e9\u30f3\u30c0\u30e0\u30fb\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<\/strong><\/p>\n\n\n\n<p>\u6700\u3082\u57fa\u672c\u7684\u306a\u524d\u63d0\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306f\u7121\u4f5c\u70ba\u62bd\u51fa\u306b\u3088\u3063\u3066\u53ce\u96c6\u3055\u308c\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u305d\u306e\u7d50\u679c\u3001\u30b5\u30f3\u30d7\u30eb\u306b\u306f\u5404\u500b\u4eba\u307e\u305f\u306f\u8981\u7d20\u304c\u7b49\u3057\u304f\u542b\u307e\u308c\u308b\u3002\u7121\u4f5c\u70ba\u6a19\u672c\u306f\u30d0\u30a4\u30a2\u30b9\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u308b\u306e\u3067\u3001\u7d50\u679c\u3092\u3088\u308a\u5927\u304d\u306a\u96c6\u56e3\u306b\u4e00\u822c\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>\u30b5\u30f3\u30d7\u30eb\u304c\u7121\u4f5c\u70ba\u3067\u306a\u3044\u5834\u5408\u3001\u7d50\u679c\u306b\u504f\u308a\u304c\u751f\u3058\u3001\u8aa4\u3063\u305f\u7d50\u8ad6\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u6bcd\u96c6\u56e3\u5185\u306e\u7279\u5b9a\u306e\u30b0\u30eb\u30fc\u30d7\u306e\u307f\u306b\u914d\u5e03\u3055\u308c\u305f\u8abf\u67fb\u7d50\u679c\u306f\u3001\u7d44\u7e54\u5168\u4f53\u306e\u610f\u898b\u3092\u53cd\u6620\u3057\u3066\u3044\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u7121\u4f5c\u70ba\u62bd\u51fa\u306e\u4eee\u5b9a\u306b\u9055\u53cd\u3059\u308b\u3002<\/p>\n\n\n\n<p><strong>2.\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570<\/strong><\/p>\n\n\n\n<p>\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570\uff08\u660e\u78ba\u306a\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u3051\u3089\u308c\u308b\u30c7\u30fc\u30bf\uff09\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3001\u30ab\u30a42\u4e57\u691c\u5b9a\u306e\u76ee\u7684\u3067\u3059\u3002\u6570\u5024\u5909\u6570\u304c\u3042\u3063\u3066\u306f\u306a\u3089\u305a\uff08\u4fbf\u5b9c\u4e0a\u6570\u5024\u3067\u30b3\u30fc\u30c9\u5316\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u308b\u304c\uff09\u3001\u660e\u78ba\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u30b0\u30eb\u30fc\u30d7\u306b\u30b0\u30eb\u30fc\u30d7\u5316\u3055\u308c\u308b\u3079\u304d\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u30ab\u30c6\u30b4\u30ea\u30fc\u5909\u6570\u306e\u4f8b\u3068\u3057\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308b\uff1a<\/p>\n\n\n\n<ul>\n<li>\u6027\u5225\uff08\u7537\u6027\u3001\u5973\u6027\u3001\u30ce\u30f3\u30d0\u30a4\u30ca\u30ea\u30fc\uff09<\/li>\n\n\n\n<li>\u914d\u5076\u8005\u306e\u6709\u7121\uff08\u72ec\u8eab\u3001\u65e2\u5a5a\u3001\u96e2\u5a5a\uff09<\/li>\n\n\n\n<li>\u76ee\u306e\u8272\uff08\u9752\u3001\u8336\u3001\u7dd1\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u30ab\u30a42\u4e57\u691c\u5b9a\u306f\u3001\u8eab\u9577\u3084\u4f53\u91cd\u306e\u3088\u3046\u306a\u9023\u7d9a\u30c7\u30fc\u30bf\u3067\u306f\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5909\u63db\u3057\u306a\u3044\u9650\u308a\u76f4\u63a5\u4f7f\u7528\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u30ab\u30a42\u4e57\u691c\u5b9a\u304c\u610f\u5473\u3092\u6301\u3064\u305f\u3081\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306f \"\u80cc\u304c\u4f4e\u3044\"\u3001\"\u5e73\u5747\u7684\"\u3001\"\u80cc\u304c\u9ad8\u3044 \"\u306a\u3069\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u3067\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p><strong>3.\u4e88\u60f3\u5ea6\u6570<\/strong><\/p>\n\n\n\n<p>\u30ab\u30a42\u4e57\u691c\u5b9a\u306e\u3082\u30461\u3064\u306e\u91cd\u8981\u306a\u4eee\u5b9a\u306f\uff0c\u5206\u5272\u8868\u4e2d\u306e\u30ab\u30c6\u30b4\u30ea\u307e\u305f\u306f\u30bb\u30eb\u306e\u671f\u5f85\u5ea6\u6570\u3067\u3042\u308b\uff0e\u5e30\u7121\u4eee\u8aac\u304c\u771f\u3067\u3042\u308b\uff08\u3059\u306a\u308f\u3061\u3001\u5909\u6570\u304c\u95a2\u9023\u3057\u3066\u3044\u306a\u3044\uff09\u3068\u4eee\u5b9a\u3059\u308b\u3068\u3001\u671f\u5f85\u5ea6\u6570\u306f\u3001\u5404\u30ab\u30c6\u30b4\u30ea\u306b\u5b58\u5728\u3059\u308b\u7406\u8ad6\u7684\u306a\u5ea6\u6570\u3067\u3059\u3002&nbsp;<\/p>\n\n\n\n<p>\u7d4c\u9a13\u5247\u3067\u306f\u3053\u3046\u3067\u3042\u308b\uff1a\u5404\u30bb\u30eb\u306e\u671f\u5f85\u5ea6\u6570\u306f\u3001\u5c11\u306a\u304f\u3068\u30825\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u671f\u5f85\u5ea6\u6570\u304c\u4f4e\u3044\u3068\u3001\u691c\u5b9a\u7d71\u8a08\u91cf\u304c\u6b6a\u3081\u3089\u308c\u3066\u4fe1\u983c\u3067\u304d\u306a\u3044\u7d50\u679c\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u3002\u671f\u5f85\u5ea6\u6570\u304c5\u3092\u4e0b\u56de\u308b\u5834\u5408\u3001\u7279\u306b\u6a19\u672c\u30b5\u30a4\u30ba\u304c\u5c0f\u3055\u3044\u5834\u5408\u306f\u3001\u30d5\u30a3\u30c3\u30b7\u30e3\u30fc\u306e\u6b63\u78ba\u691c\u5b9a\u3092\u8003\u616e\u3059\u3079\u304d\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h2>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u30b9\u30c6\u30c3\u30d7\u30fb\u30d0\u30a4\u30fb\u30b9\u30c6\u30c3\u30d7\u30fb\u30ac\u30a4\u30c9<\/h2>\n\n\n\n<ol>\n<li>\u4eee\u8aac\u306e\u8a2d\u5b9a\uff08\u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\uff09<\/li>\n<\/ol>\n\n\n\n<ul>\n<li>\u5e30\u7121\u4eee\u8aac\uff08H0\uff09\uff1a\u6bd4\u8f03\u3057\u3066\u3044\u308b2\u3064\u306e\u3082\u306e\u306b\u306f\u95a2\u9023\u6027\u304c\u306a\u3044\u3002\u898b\u3048\u3066\u3044\u308b\u9055\u3044\u306f\u3059\u3079\u3066\u30e9\u30f3\u30c0\u30e0\u3067\u3042\u308b\u3002<\/li>\n\n\n\n<li>\u4ee3\u66ff\u4eee\u8aac\uff08H\u2081\uff09\uff1a\u3053\u308c\u306f\u30012\u3064\u306e\u4e8b\u67c4\u306e\u9593\u306b\u5b9f\u969b\u306e\u95a2\u9023\u304c\u3042\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002\u9055\u3044\u306f\u30e9\u30f3\u30c0\u30e0\u3067\u306f\u306a\u304f\u3001\u610f\u5473\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3>2.\u30b3\u30f3\u30c6\u30a3\u30f3\u30b8\u30a7\u30f3\u30b7\u30fc\u30fb\u30c6\u30fc\u30d6\u30eb\u306e\u4f5c\u6210<\/h3>\n\n\n\n<p>\u5076\u767a\u6027\u8868\u306f\u3001\u3042\u308b\u4e8b\u67c4\u304c\u4e00\u7dd2\u306b\u8d77\u3053\u308b\u983b\u5ea6\u3092\u793a\u3059\u3002\u4f8b\u3048\u3070\u3053\u306e\u8868\u306f\u3001\u7570\u306a\u308b\u30b0\u30eb\u30fc\u30d7\uff08\u7537\u6027\u3068\u5973\u6027\u306a\u3069\uff09\u3068\u7570\u306a\u308b\u9078\u629e\u80a2\uff08\u3069\u306e\u88fd\u54c1\u3092\u597d\u3080\u304b\u306a\u3069\uff09\u3092\u793a\u3057\u3066\u3044\u308b\u3002\u8868\u3092\u898b\u3066\u3044\u304f\u3068\u3001\u305d\u308c\u305e\u308c\u306e\u30b0\u30eb\u30fc\u30d7\u3084\u9078\u629e\u80a2\u306b\u3069\u308c\u3060\u3051\u306e\u4eba\u304c\u5f53\u3066\u306f\u307e\u308b\u304b\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3>3.\u4e88\u60f3\u983b\u5ea6\u306e\u8a08\u7b97<\/h3>\n\n\n\n<p>\u6bd4\u8f03\u3059\u308b\u3082\u306e\u306e\u9593\u306b\u4f55\u306e\u95a2\u9023\u6027\u3082\u306a\u3051\u308c\u3070\u3001\u671f\u5f85\u3055\u308c\u308b\u5ea6\u6570\u306f\u671f\u5f85\u3055\u308c\u308b\u3082\u306e\u306b\u306a\u308b\u3060\u308d\u3046\u3002\u305d\u308c\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u7c21\u5358\u306a\u516c\u5f0f\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b\uff1a<\/p>\n\n\n\n<p>\u671f\u5f85\u5ea6\u6570\uff1d\uff08\u884c\u5408\u8a08\u00d7\u5217\u5408\u8a08\uff09\uff0f\u7dcf\u8a08<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u3059\u3079\u3066\u304c\u30e9\u30f3\u30c0\u30e0\u3067\u3042\u3063\u305f\u5834\u5408\u3001\u3069\u306e\u3088\u3046\u306a\u6570\u5b57\u306b\u306a\u308b\u3079\u304d\u304b\u3092\u793a\u3057\u3066\u3044\u308b\u3060\u3051\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<h3>4.\u30ab\u30a4\u4e8c\u4e57\u7d71\u8a08\u91cf\u306e\u8a08\u7b97<\/h3>\n\n\n\n<p>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306f\u3001\u89b3\u5bdf\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u4e88\u60f3\u3055\u308c\u305f\u7d50\u679c\u304b\u3089\u3069\u308c\u3060\u3051\u4e56\u96e2\u3057\u3066\u3044\u308b\u304b\u3092\u6e2c\u5b9a\u3057\u3001\u95a2\u4fc2\u304c\u5b58\u5728\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002\u4e00\u898b\u8907\u96d1\u306b\u898b\u3048\u308b\u304c\u3001\u3053\u308c\u306f\u5b9f\u969b\u306e\u6570\u5024\u3068\u4e88\u60f3\u3055\u308c\u308b\u6570\u5024\u3092\u6bd4\u8f03\u3059\u308b\u3082\u306e\u3067\u3042\u308b\uff1a<\/p>\n\n\n\n<p>\ud835\udf122=\u2211(Observed-Expected)2\/ Expected<\/p>\n\n\n\n<p>\u3053\u308c\u3092\u8868\u306e\u3059\u3079\u3066\u306e\u30dc\u30c3\u30af\u30b9\u306b\u3064\u3044\u3066\u884c\u3044\u3001\u305d\u308c\u3089\u3092\u5408\u8a08\u3057\u30661\u3064\u306e\u6570\u5024\u3092\u5f97\u308b\u3002<\/p>\n\n\n\n<h3>5.\u81ea\u7531\u5ea6\u306e\u6c7a\u5b9a<\/h3>\n\n\n\n<p>\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u81ea\u7531\u5ea6\u3092\u77e5\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u8868\u306e\u30b5\u30a4\u30ba\u306b\u57fa\u3065\u3044\u3066\u81ea\u7531\u5ea6\u3092\u8a08\u7b97\u3057\u307e\u3059\u3002\u3053\u308c\u304c\u305d\u306e\u5f0f\u3067\u3059\uff1a<\/p>\n\n\n\n<p>\u81ea\u7531\u5ea6\uff1d\uff08\u884c\u6570-1\uff09\u00d7\uff08\u5217\u6570-1\uff09<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5927\u304d\u3055\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306e\u7a7a\u60f3\u7684\u306a\u65b9\u6cd5\u306b\u904e\u304e\u306a\u3044\u3002<\/p>\n\n\n\n<h3>6.\u30ab\u30a4\u4e8c\u4e57\u5206\u5e03\u3092\u4f7f\u3063\u3066p\u5024\u3092\u6c42\u3081\u308b<\/h3>\n\n\n\n<p>p\u5024\u306f\u30ab\u30a42\u4e57\u7d71\u8a08\u91cf\u3068\u81ea\u7531\u5ea6\u3092\u7528\u3044\u3066\u8a08\u7b97\u3067\u304d\u308b\u3002p\u5024\u3092\u898b\u308b\u3068\u3001\u89b3\u5bdf\u3055\u308c\u305f\u5dee\u304c\u5076\u7136\u306b\u3088\u308b\u3082\u306e\u306a\u306e\u304b\u3001\u610f\u5473\u306e\u3042\u308b\u3082\u306e\u306a\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>p\u5024\u306e\u89e3\u91c8<\/p>\n\n\n\n<ul>\n<li>\u901a\u5e38\u3001p\u5024\u304c\u5c0f\u3055\u3044\u3068\u3044\u3046\u3053\u3068\u306f\u3001\u767a\u898b\u3057\u305f\u5dee\u304c\u30e9\u30f3\u30c0\u30e0\u3067\u306f\u306a\u3044\u3053\u3068\u3092\u793a\u3059\u306e\u3067\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u3002\u3042\u306a\u305f\u306f\u3001\u3042\u306a\u305f\u304c\u7814\u7a76\u3057\u3066\u3044\u308b\u3053\u3068\u3068\u3001\u3042\u306a\u305f\u304c\u3057\u3066\u3044\u308b\u3053\u3068\u306e\u9593\u306b\u5b9f\u969b\u306b\u95a2\u9023\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li>p\u5024\u304c0.05\u3088\u308a\u5927\u304d\u3051\u308c\u3070\u3001\u305d\u306e\u5dee\u306f\u30e9\u30f3\u30c0\u30e0\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u306e\u3067\u3001\u5e30\u7121\u4eee\u8aac\u306e\u307e\u307e\u3067\u3088\u3044\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u3053\u306e2\u3064\u306e\u9593\u306b\u5b9f\u969b\u306e\u95a2\u9023\u6027\u306f\u306a\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<p>2\u3064\u306e\u7269\u4e8b\u304c\u5076\u7136\u306b\u8d77\u3053\u3063\u305f\u5834\u5408\u3001\u3042\u308b\u3044\u306f\u95a2\u9023\u6027\u304c\u3042\u308b\u5834\u5408\u3001\u3053\u306e\u7c21\u7565\u5316\u3055\u308c\u305f\u30d7\u30ed\u30bb\u30b9\u3092\u4f7f\u3063\u3066\u3001\u305d\u308c\u3089\u304c\u95a2\u9023\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\uff01<\/p>\n\n\n\n<h2>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u7d50\u679c\u306e\u89e3\u91c8<\/h2>\n\n\n\n<p>\u30ab\u30a42\u4e57\u7d71\u8a08\u91cf\u306f\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\uff08\u89b3\u5bdf\u3055\u308c\u305f\u3082\u306e\uff09\u304c\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u9593\u306b\u95a2\u4fc2\u304c\u306a\u304b\u3063\u305f\u5834\u5408\u306b\u4e88\u60f3\u3055\u308c\u308b\u3082\u306e\u3068\u3069\u308c\u304f\u3089\u3044\u9055\u3046\u304b\u3092\u6559\u3048\u3066\u304f\u308c\u307e\u3059\u3002\u57fa\u672c\u7684\u306b\u306f\u3001\u89b3\u5bdf\u3055\u308c\u305f\u7d50\u679c\u304c\u3001\u5076\u7136\u306b\u4e88\u6e2c\u3055\u308c\u305f\u7d50\u679c\u3068\u3069\u306e\u7a0b\u5ea6\u7570\u306a\u308b\u304b\u3092\u6e2c\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>\u5927\u304d\u306a\u30ab\u30a4\u4e8c\u4e57\u5024\uff1a\u4e88\u60f3\u3068\u73fe\u5b9f\u306e\u5dee\u304c\u5927\u304d\u3044\u3002\u4f55\u304b\u8208\u5473\u6df1\u3044\u3053\u3068\u304c\u30c7\u30fc\u30bf\u3067\u8d77\u3053\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/li>\n\n\n\n<li>\u30ab\u30a4\u4e8c\u4e57\u5024\u304c\u5c0f\u3055\u3044\uff1a\u3053\u308c\u306f\u3001\u89b3\u5bdf\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u4e88\u60f3\u3055\u308c\u305f\u3082\u306e\u306b\u304b\u306a\u308a\u8fd1\u3044\u3053\u3068\u3092\u610f\u5473\u3057\u3001\u7570\u5e38\u306a\u3053\u3068\u306f\u8d77\u3053\u3063\u3066\u3044\u306a\u3044\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u306f\u4e8b\u5b9f\u3067\u3059\u304c\u3001\u30ab\u30a42\u4e57\u5024\u3060\u3051\u3067\u306f\u5fc5\u8981\u306a\u60c5\u5831\u3092\u3059\u3079\u3066\u5f97\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002p\u5024\u3092\u7528\u3044\u308c\u3070\u3001\u5dee\u304c\u6709\u610f\u304b\u5358\u306a\u308b\u5076\u7136\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3>p\u5024\u304c\u610f\u5473\u3059\u308b\u3082\u306e<\/h3>\n\n\n\n<p>P\u5024\u306f\u3001\u30c7\u30fc\u30bf\u9593\u306e\u5dee\u304c\u610f\u5473\u306e\u3042\u308b\u3082\u306e\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u8a00\u3044\u63db\u3048\u308b\u3068\u3001\u89b3\u5bdf\u3055\u308c\u305f\u5dee\u304c\u30e9\u30f3\u30c0\u30e0\u306a\u5076\u7136\u306e\u7d50\u679c\u3067\u3042\u308b\u78ba\u7387\u304c\u3069\u306e\u304f\u3089\u3044\u304b\u3092\u6559\u3048\u3066\u304f\u308c\u308b\u3002<\/p>\n\n\n\n<ul>\n<li>p\u5024\u304c\u4f4e\u3044\uff08\u901a\u5e380.05\u4ee5\u4e0b\uff09\uff1a\u3053\u308c\u306f\u3001\u305d\u306e\u5dee\u304c\u5076\u7136\u306b\u3088\u308b\u3082\u306e\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u4f4e\u3044\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u3002\u3064\u307e\u308a\u3001\u304a\u305d\u3089\u304f\u5b9f\u969b\u306b\u5dee\u304c\u3042\u308a\u3001\u4f55\u304b\u8208\u5473\u6df1\u3044\u3053\u3068\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u3002\u305d\u306e\u7d50\u679c\u3001\u95a2\u4fc2\u304c\u306a\u3044\u3068\u3044\u3046\u8003\u3048\u65b9\uff08\u300c\u5e30\u7121\u4eee\u8aac\u300d\uff09\u3092\u68c4\u5374\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>p\u5024\u304c\u9ad8\u3044\uff080.05\u3088\u308a\u5927\u304d\u3044\uff09\uff1a\u3053\u308c\u306f\u3001\u305d\u306e\u5dee\u304c\u5076\u7136\u306b\u3088\u308b\u3082\u306e\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3053\u3068\u3092\u793a\u5506\u3057\u3066\u3044\u308b\u3002\u305d\u306e\u7d50\u679c\u3001\u3042\u306a\u305f\u306e\u30c7\u30fc\u30bf\u3067\u4f55\u304b\u7570\u5e38\u306a\u3053\u3068\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u5f37\u3044\u5146\u5019\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30ab\u30c6\u30b4\u30ea\u30fc\u9593\u306b\u95a2\u4fc2\u304c\u306a\u3044\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u306f\u68c4\u5374\u3055\u308c\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n\n\n\n<h3>\u7d50\u8ad6\u306e\u5c0e\u304d\u65b9<\/h3>\n\n\n\n<p>\u30ab\u30a4\u4e8c\u4e57\u7d71\u8a08\u91cf\u3068p\u5024\u306e\u4e21\u65b9\u304c\u5f97\u3089\u308c\u308c\u3070\u3001\u7d50\u8ad6\u3092\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\uff1a<\/p>\n\n\n\n<p>p\u5024\u3092\u898b\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n\n\n\n<ul>\n<li>p\u5024\u304c0.05\u4ee5\u4e0b\u3067\u3042\u308c\u3070\u30012\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u9593\u306b\u306f\u95a2\u4fc2\u304c\u306a\u3044\u3068\u3044\u3046\u8003\u3048\u3092\u5426\u5b9a\u3059\u308b\u3002\u4f8b\u3068\u3057\u3066\u3001\u6027\u5225\u304c\u88fd\u54c1\u306e\u55dc\u597d\u306b\u5f71\u97ff\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u8abf\u3079\u3001p\u5024\u304c\u4f4e\u3044\uff080.05\u4ee5\u4e0b\uff09\u5834\u5408\u3001\u3053\u3046\u8a00\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a\u300c\u6027\u5225\u306f\u4eba\u3005\u306e\u9078\u629e\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3088\u3046\u3060\u3002<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>p\u5024\u304c0.05\u4ee5\u4e0a\u3067\u3042\u308c\u3070\u3001\u30c7\u30fc\u30bf\u306f\u6709\u610f\u5dee\u3092\u793a\u3055\u306a\u3044\u306e\u3067\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u304c\u7121\u95a2\u4fc2\u3067\u3042\u308b\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3068\u7d50\u8ad6\u3065\u3051\u3089\u308c\u308b\u3002\u9ad8\u3044p\u5024\uff080.05\u3088\u308a\u5927\u304d\u3044\uff09\u3092\u4f7f\u3063\u3066\u3001\u3042\u306a\u305f\u306f\u3053\u3046\u8a00\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a\u300c\u6027\u5225\u304c\u88fd\u54c1\u306e\u55dc\u597d\u306b\u5f71\u97ff\u3059\u308b\u3068\u3044\u3046\u5f37\u3044\u8a3c\u62e0\u306f\u306a\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<h3>\u73fe\u5b9f\u4e16\u754c\u3068\u306e\u95a2\u9023\u6027\u3092\u5fd8\u308c\u306a\u3044<\/h3>\n\n\n\n<p>\u7d71\u8a08\u7684\u306b\u6709\u610f\u306a\u5dee\u3092\u793a\u3057\u305f\u3068\u3057\u3066\u3082\u3001\u305d\u308c\u304c\u5b9f\u751f\u6d3b\u306b\u304a\u3044\u3066\u91cd\u8981\u304b\u3069\u3046\u304b\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3042\u308b\u3002\u975e\u5e38\u306b\u5927\u304d\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308c\u3070\u3001\u308f\u305a\u304b\u306a\u5dee\u3067\u3042\u3063\u3066\u3082\u91cd\u8981\u3060\u3068\u8003\u3048\u308b\u3053\u3068\u306f\u53ef\u80fd\u3067\u3059\u304c\u3001\u73fe\u5b9f\u306e\u4e16\u754c\u3067\u306f\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u306a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u6570\u5b57\u3060\u3051\u3092\u898b\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u305d\u306e\u7d50\u679c\u304c\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306a\u610f\u5473\u3092\u6301\u3064\u306e\u304b\u3092\u5e38\u306b\u8003\u3048\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u30ab\u30a42\u4e57\u7d71\u8a08\u91cf\u3092\u7528\u3044\u3066\u3001\u671f\u5f85\u3057\u305f\u3082\u306e\u3068\u5f97\u3089\u308c\u305f\u3082\u306e\u3068\u306e\u5dee\u304c\u672c\u5f53\u306a\u306e\u304b\u3001\u305d\u308c\u3068\u3082\u5358\u306a\u308b\u5076\u7136\u306a\u306e\u304b\u3092\u6559\u3048\u3066\u304f\u308c\u308b\u3002\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u610f\u5473\u306e\u3042\u308b\u95a2\u4fc2\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2>Mind the Graph\u306b\u3088\u308b\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u7d50\u679c\u306e\u53ef\u8996\u5316<\/h2>\n\n\n\n<p>\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306f\u30c7\u30fc\u30bf\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u304c\u3001\u3053\u3046\u3057\u305f\u6d1e\u5bdf\u3092\u52b9\u679c\u7684\u306b\u793a\u3059\u306b\u306f\u3001\u9b45\u529b\u7684\u306a\u30d3\u30b8\u30e5\u30a2\u30eb\u304c\u5fc5\u8981\u3060\u3002 <a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\">Mind the Graph<\/a> Mind the Graph\u306f\u3001\u76f4\u611f\u7684\u306a\u30c4\u30fc\u30eb\u3067\u3001\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u7d50\u679c\u3092\u9b45\u529b\u7684\u306b\u30d3\u30b8\u30e5\u30a2\u30eb\u5316\u3057\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3057\u3084\u3059\u304f\u3057\u307e\u3059\u3002\u5b66\u8853\u30ec\u30dd\u30fc\u30c8\u3001\u30d7\u30ec\u30bc\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u3001\u51fa\u7248\u7269\u306e\u3044\u305a\u308c\u306b\u304a\u3044\u3066\u3082\u3001Mind the Graph\u306f\u7d71\u8a08\u7684\u6d1e\u5bdf\u3092\u660e\u77ad\u304b\u3064\u30a4\u30f3\u30d1\u30af\u30c8\u3092\u6301\u3063\u3066\u4f1d\u3048\u308b\u304a\u624b\u4f1d\u3044\u3092\u3057\u307e\u3059\u3002\u4eca\u3059\u3050\u5f0a\u793e\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u3054\u5229\u7528\u3044\u305f\u3060\u304d\u3001\u30c7\u30fc\u30bf\u3092\u8aac\u5f97\u529b\u306e\u3042\u308b\u30d3\u30b8\u30e5\u30a2\u30eb\u30b9\u30c8\u30fc\u30ea\u30fc\u306b\u5909\u63db\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2023\/09\/mtg-80-plus-fields.gif\" alt=\"&quot;\u751f\u7269\u5b66\u3001\u5316\u5b66\u3001\u7269\u7406\u5b66\u3001\u533b\u5b66\u3092\u542b\u3080\u3001Mind the Graph\u3067\u5229\u7528\u53ef\u80fd\u306a80\u4ee5\u4e0a\u306e\u79d1\u5b66\u5206\u91ce\u3092\u793a\u3059GIF\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u7814\u7a76\u8005\u306e\u305f\u3081\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u591a\u69d8\u6027\u3092\u793a\u3057\u3066\u3044\u308b\u3002&quot;\" class=\"wp-image-29586\" width=\"840\" height=\"555\"\/><figcaption class=\"wp-element-caption\">GIF\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u79d1\u5b66\u7684\u306a\u5206\u91ce\u306e\u5e83\u3055\u3092\u793a\u3057\u3066\u3044\u308b\u3002 <a href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\">Mind the Graph<\/a>.<\/figcaption><\/figure>\n\n\n\n<div class=\"is-content-justification-center is-layout-flex wp-container-1 wp-block-buttons\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/mindthegraph.com\/science-figures\/?utm_source=blog&amp;utm_medium=cta-final&amp;utm_campaign=conversion\" style=\"background-color:#7833ff\"><strong>Mind the Graph\u3067\u7f8e\u3057\u3044\u30b0\u30e9\u30d5\u3092\u4f5c\u6210<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>\u30ab\u30c6\u30b4\u30ea\u30fc\u30fb\u30c7\u30fc\u30bf\u306e\u5206\u6790\u3001\u4eee\u8aac\u306e\u691c\u8a3c\u3001\u5909\u6570\u9593\u306e\u95a2\u4fc2\u306e\u63a2\u6c42\u306e\u305f\u3081\u306e\u30ab\u30a4\u4e8c\u4e57\u691c\u5b9a\u306e\u4f7f\u7528\u65b9\u6cd5\u3092\u767a\u898b\u3059\u308b\u3002<\/p>","protected":false},"author":27,"featured_media":55804,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[961,977],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Chi-square Test: Understanding and Applying This Statistical Tool - Mind the Graph Blog<\/title>\n<meta name=\"description\" content=\"Discover how to use the chi-square test for analyzing categorical data, testing hypotheses, and exploring relationships between variables.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/ja\/chi-square-test\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Chi-square Test: Understanding and Applying This Statistical Tool - Mind the Graph Blog\" \/>\n<meta property=\"og:description\" content=\"Discover how to use the chi-square test for analyzing categorical data, testing hypotheses, and exploring relationships between variables.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mindthegraph.com\/blog\/ja\/chi-square-test\/\" \/>\n<meta property=\"og:site_name\" content=\"Mind the Graph Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-12-12T12:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-12-09T17:05:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/12\/chi-square_test.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1123\" \/>\n\t<meta property=\"og:image:height\" content=\"612\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Aayushi Zaveri\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Aayushi Zaveri\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"10\u5206\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Chi-square Test: Understanding and Applying This Statistical Tool - Mind the Graph Blog","description":"Discover how to use the chi-square test for analyzing categorical data, testing hypotheses, and exploring relationships between variables.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mindthegraph.com\/blog\/ja\/chi-square-test\/","og_locale":"ja_JP","og_type":"article","og_title":"Chi-square Test: Understanding and Applying This Statistical Tool - Mind the Graph Blog","og_description":"Discover how to use the chi-square test for analyzing categorical data, testing hypotheses, and exploring relationships between variables.","og_url":"https:\/\/mindthegraph.com\/blog\/ja\/chi-square-test\/","og_site_name":"Mind the Graph Blog","article_published_time":"2024-12-12T12:00:00+00:00","article_modified_time":"2024-12-09T17:05:01+00:00","og_image":[{"width":1123,"height":612,"url":"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/12\/chi-square_test.png","type":"image\/png"}],"author":"Aayushi Zaveri","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"Aayushi Zaveri","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"10\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mindthegraph.com\/blog\/chi-square-test\/","url":"https:\/\/mindthegraph.com\/blog\/chi-square-test\/","name":"Chi-square Test: Understanding and Applying This Statistical Tool - Mind the Graph Blog","isPartOf":{"@id":"https:\/\/mindthegraph.com\/blog\/#website"},"datePublished":"2024-12-12T12:00:00+00:00","dateModified":"2024-12-09T17:05:01+00:00","author":{"@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/bbd0a706ff2842e8aff298830658ddbd"},"description":"Discover how to use the chi-square test for analyzing categorical data, testing hypotheses, and exploring relationships between variables.","breadcrumb":{"@id":"https:\/\/mindthegraph.com\/blog\/chi-square-test\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mindthegraph.com\/blog\/chi-square-test\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/mindthegraph.com\/blog\/chi-square-test\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/mindthegraph.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Chi-square Test: Understanding and Applying This Statistical Tool"}]},{"@type":"WebSite","@id":"https:\/\/mindthegraph.com\/blog\/#website","url":"https:\/\/mindthegraph.com\/blog\/","name":"Mind the Graph Blog","description":"Your science can be beautiful!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mindthegraph.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/bbd0a706ff2842e8aff298830658ddbd","name":"Aayushi Zaveri","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/mindthegraph.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b2a0d532f6fba932612a6cef1fc289c0?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b2a0d532f6fba932612a6cef1fc289c0?s=96&d=mm&r=g","caption":"Aayushi Zaveri"},"description":"Aayushi Zaveri majored in biotechnology engineering. She is currently pursuing a master's degree in Bioentrepreneurship from Karolinska Institute. She is interested in health and diseases, global health, socioeconomic development, and women's health. As a science enthusiast, she is keen in learning more about the scientific world and wants to play a part in making a difference.","sameAs":["http:\/\/linkedin.com\/in\/aayushizaveri"],"url":"https:\/\/mindthegraph.com\/blog\/ja\/author\/aayuyshi\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/55803"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/comments?post=55803"}],"version-history":[{"count":1,"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/55803\/revisions"}],"predecessor-version":[{"id":55805,"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/posts\/55803\/revisions\/55805"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/media\/55804"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/media?parent=55803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/categories?post=55803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/ja\/wp-json\/wp\/v2\/tags?post=55803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}