{"id":792703,"date":"2023-03-27T11:00:00","date_gmt":"2023-03-27T18:00:00","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/%e6%8e%a8%e8%ab%96%e7%b5%b1%e8%a8%88%e5%ad%a6%ef%bc%9a%e5%ae%9a%e7%be%a9%e3%80%81%e7%a8%ae%e9%a1%9e%e3%80%81%e4%be%8b\/"},"modified":"2023-05-19T17:30:59","modified_gmt":"2023-05-19T17:30:59","slug":"%e6%8e%a8%e8%ab%96%e7%b5%b1%e8%a8%88%e5%ad%a6%ef%bc%9a%e5%ae%9a%e7%be%a9%e3%80%81%e7%a8%ae%e9%a1%9e%e3%80%81%e4%be%8b","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/ja\/%e6%8e%a8%e8%ab%96%e7%b5%b1%e8%a8%88%e5%ad%a6%ef%bc%9a%e5%ae%9a%e7%be%a9%e3%80%81%e7%a8%ae%e9%a1%9e%e3%80%81%e4%be%8b\/","title":{"rendered":"\u63a8\u8ad6\u7d71\u8a08\u5b66\uff1a\u5b9a\u7fa9\u3001\u7a2e\u985e\u3001\u4f8b"},"content":{"rendered":"\n<p>\u7d71\u8a08\u5b66\u306e\u6388\u696d\u3092\u53d7\u3051\u3066\u3044\u308b\u5b66\u751f\u3084\u30d7\u30ed\u306e\u7814\u7a76\u8005\u3067\u3042\u308c\u3070\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u8ce2\u3044\u610f\u601d\u6c7a\u5b9a\u3092\u3059\u308b\u305f\u3081\u306b\u3001\u63a8\u6e2c\u7d71\u8a08\u306e\u4f7f\u3044\u65b9\u3092\u77e5\u3063\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u591a\u304f\u306e\u60c5\u5831\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u300d\u306e\u6642\u4ee3\u306b\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u304b\u3089\u6b63\u3057\u3044\u96c6\u56e3\u306e\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u80fd\u529b\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n<p>\u63a8\u6e2c\u7d71\u8a08\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u63a8\u8ad6\u3084\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u8a18\u8ff0\u7d71\u8a08\u3067\u306f\u3001\u30c7\u30fc\u30bf\u53ce\u96c6\u306e\u7279\u6027\u3092\u8981\u7d04\u3057\u307e\u3059\u3002 \u591a\u6570\u306e\u6570\u5024\u30c7\u30fc\u30bf\u304b\u3089\u50be\u5411\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u6570\u5b66\u306e\u4e00\u5206\u91ce\u3067\u3059\u3002<\/p>\n\n<p>\u4eca\u56de\u306f\u3001\u63a8\u8ad6\u7d71\u8a08\u306b\u3064\u3044\u3066\u3001\u305d\u306e\u5185\u5bb9\u3001\u4ed5\u7d44\u307f\u3001\u4f8b\u306a\u3069\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u63a8\u6e2c\u7d71\u8a08\u5b66\u306e\u5b9a\u7fa9<\/h2>\n\n<p>\u63a8\u6e2c\u7d71\u8a08\u5b66\u306f\u3001\u3088\u308a\u5c11\u306a\u3044\u30b5\u30f3\u30d7\u30eb\u304b\u3089\u306e\u60c5\u5831\u3092\u5916\u633f\u3057\u3001\u3088\u308a\u5927\u304d\u306a\u96c6\u56e3\u306b\u3064\u3044\u3066\u4e88\u6e2c\u3057\u3001\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u305f\u3081\u306e\u7d71\u8a08\u6280\u8853\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\n\n<p>\u78ba\u7387\u8ad6\u3084\u7d71\u8a08\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u3001\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u6bcd\u96c6\u56e3\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u63a8\u5b9a\u3057\u3001\u6bcd\u96c6\u56e3\u306e\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u3082\u306e\u3067\u3059\u3002 \u63a8\u6e2c\u7d71\u8a08\u306e\u4e3b\u306a\u76ee\u7684\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u6bcd\u96c6\u56e3\u5168\u4f53\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u3001\u5c0e\u304d\u51fa\u3055\u308c\u308b\u7d50\u8ad6\u3092\u3067\u304d\u308b\u3060\u3051\u6b63\u78ba\u3067\u4fe1\u983c\u3067\u304d\u308b\u3082\u306e\u306b\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n\n<p>\u63a8\u6e2c\u7d71\u8a08\u306e\u4e3b\u306a\u7528\u9014\u306f2\u3064\u3042\u308a\u307e\u3059\uff1a<\/p>\n\n<ul>\n<li>\u4eba\u53e3\u63a8\u8a08\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/li>\n\n\n\n<li>\u7406\u8ad6\u3092\u691c\u8a3c\u3057\u3066\u3001\u96c6\u56e3\u306b\u3064\u3044\u3066\u7d50\u8ad6\u3092\u51fa\u3059\u3002<\/li>\n<\/ul>\n\n<p>\u7814\u7a76\u8005\u306f\u3001\u63a8\u6e2c\u7d71\u8a08\u3068\u4ee3\u8868\u30b5\u30f3\u30d7\u30eb\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u96c6\u56e3\u3092\u4e00\u822c\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u7d50\u8ad6\u306b\u81f3\u308b\u306b\u306f\u3001\u8ad6\u7406\u7684\u306a\u63a8\u8ad6\u304c\u5fc5\u8981\u3067\u3059\u3002 \u305d\u306e\u7d50\u679c\u3092\u5c0e\u304d\u51fa\u3059\u65b9\u6cd5\u306e\u624b\u9806\u3092\u4ee5\u4e0b\u306b\u793a\u3057\u307e\u3059\uff1a<\/p>\n\n<ul>\n<li>\u8abf\u67fb\u5bfe\u8c61\u3068\u306a\u308b\u6bcd\u96c6\u56e3\u3092\u30b5\u30f3\u30d7\u30eb\u3068\u3057\u3066\u9078\u3076\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u5834\u5408\u3001\u6bcd\u96c6\u56e3\u306e\u6027\u8cea\u3084\u7279\u5fb4\u3092\u30b5\u30f3\u30d7\u30eb\u306b\u53cd\u6620\u3055\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30b5\u30f3\u30d7\u30eb\u306e\u884c\u52d5\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u3001\u63a8\u8ad6\u7d71\u8a08\u5b66\u7684\u624b\u6cd5\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u56de\u5e30\u5206\u6790\u3084\u4eee\u8aac\u691c\u5b9a\u306b\u4f7f\u308f\u308c\u308b\u30e2\u30c7\u30eb\u306a\u3069\u304c\u3053\u308c\u306b\u3042\u305f\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u30d5\u30a1\u30fc\u30b9\u30c8\u30b9\u30c6\u30c3\u30d7\u30b5\u30f3\u30d7\u30eb\u306f\u3001\u7d50\u8ad6\u3092\u51fa\u3059\u305f\u3081\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002 \u6bcd\u96c6\u56e3\u5168\u4f53\u306b\u3064\u3044\u3066\u306e\u4eee\u5b9a\u3084\u4e88\u6e2c\u3092\u7528\u3044\u3066\u3001\u63a8\u8ad6\u3092\u884c\u3046\u3002<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">\u63a8\u8ad6\u7d71\u8a08\u5b66\u306e\u7a2e\u985e<\/h2>\n\n<p>\u63a8\u6e2c\u7d71\u8a08\u306f\u30012\u3064\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5206\u3051\u3089\u308c\u307e\u3059\uff1a<\/p>\n\n<ul>\n<li>\u4eee\u8aac\u306e\u691c\u8a3c\u3092\u884c\u3046\u3002<\/li>\n\n\n\n<li>\u56de\u5e30\u5206\u6790\u3092\u884c\u3063\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n\n<p>\u7814\u7a76\u8005\u306f\u3001\u5c0f\u3055\u306a\u30b5\u30f3\u30d7\u30eb\u306b\u57fa\u3065\u3044\u3066\u3001\u3088\u308a\u5927\u304d\u306a\u96c6\u56e3\u306b\u7d50\u679c\u3092\u4e00\u822c\u5316\u3059\u308b\u305f\u3081\u306b\u3001\u3053\u308c\u3089\u306e\u65b9\u6cd5\u3092\u983b\u7e41\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002 \u305d\u308c\u3067\u306f\u3001\u63a8\u6e2c\u7d71\u8a08\u3067\u5229\u7528\u3067\u304d\u308b\u65b9\u6cd5\u3092\u3044\u304f\u3064\u304b\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n<ul>\n<li>\u4eee\u8aac\u306e\u691c\u8a3c<\/li>\n<\/ul>\n\n<p>\u4eee\u8aac\u3092\u691c\u8a3c\u3057\u3001\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u304b\u3089\u6bcd\u96c6\u56e3\u306b\u95a2\u3059\u308b\u4e00\u822c\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u3053\u3068\u306f\u3001\u63a8\u6e2c\u7d71\u8a08\u306e\u4f8b\u3067\u3042\u308b\u3002 \u5e30\u7121\u4eee\u8aac\u3068\u5bfe\u7acb\u4eee\u8aac\u3092\u7acb\u3066\u3001\u7d71\u8a08\u7684\u6709\u610f\u5dee\u691c\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n<p>\u4eee\u8aac\u691c\u5b9a\u306f\u3001\u5de6\u5074\u3001\u53f3\u5074\u3001\u307e\u305f\u306f\u4e21\u5074\u306e\u5206\u5e03\u3092\u6301\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u691c\u5b9a\u7d71\u8a08\u91cf\u306e\u5024\u3001\u81e8\u754c\u5024\u3001\u4fe1\u983c\u533a\u9593\u3092\u7528\u3044\u3066\u3001\u7d50\u8ad6\u3092\u51fa\u3059\u3002 \u4ee5\u4e0b\u3001\u63a8\u6e2c\u7d71\u8a08\u5b66\u3067\u63a1\u7528\u3055\u308c\u308b\u91cd\u8981\u306a\u4eee\u8aac\u691c\u5b9a\u3092\u3044\u304f\u3064\u304b\u7d39\u4ecb\u3059\u308b\u3002<\/p>\n\n<ul>\n<li>Z\u30c6\u30b9\u30c8\u3067\u3059\uff1a<\/li>\n<\/ul>\n\n<p>\u30c7\u30fc\u30bf\u304c\u6b63\u898f\u5206\u5e03\u3067\u3001\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c30\u4ee5\u4e0a\u306e\u5834\u5408\u3001<strong>z\u691c\u5b9a\u304c<\/strong>\u9069\u7528\u3055\u308c\u307e\u3059\u3002 \u6bcd\u5206\u6563\u304c\u308f\u304b\u308b\u3068\u3001\u6a19\u672c\u5e73\u5747\u3068\u6bcd\u5e73\u5747\u304c\u7b49\u3057\u3044\u304b\u3069\u3046\u304b\u3092\u5224\u65ad\u3059\u308b\u3002 \u53f3\u8fba\u306e\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306b\u3001\u6b21\u306e\u3088\u3046\u306a\u8a2d\u5b9a\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a<\/p>\n\n<p><strong>\u5e30\u7121\u4eee\u8aac\uff1a <\/strong>H<sub>0<\/sub>\uff1a<sub>\u03bc<\/sub>\uff1d\u03bc0<\/p>\n\n<p><strong>\u4ee3\u66ff\u4eee\u8aac\uff1a<\/strong> <sub>H<\/sub>1\uff1a\u03bc&gt;<sub>\u03bc0<\/sub><\/p>\n\n<p><strong>\u691c\u5b9a\u7d71\u8a08\u91cf\u3067\u3059\uff1a <\/strong>Z\u691c\u5b9a\uff1d\uff08x_n_304\uff09\/\uff08\u03c3 \/ \u221an\uff09\u3067\u3042\u308b\u3002<\/p>\n\n<p>\u306e\u3068\u3053\u308d\u3067\u3059\u3001<\/p>\n\n<p>x\u0304 = \u6a19\u672c\u5e73\u5747\u5024<\/p>\n\n<p>\u03bc\uff1d\u6bcd\u5e73\u5747<\/p>\n\n<p>\u03c3 = \u6bcd\u96c6\u56e3\u306e\u6a19\u6e96\u504f\u5dee<\/p>\n\n<p>n = \u30b5\u30f3\u30d7\u30eb\u6570<\/p>\n\n<p><strong>\u5224\u65ad\u57fa\u6e96\u3067\u3059\uff1a<\/strong>z \u7d71\u8a08\u91cf&gt; z \u81e8\u754c\u5024\u306e\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u3002<\/p>\n\n<ul>\n<li>T\u30c6\u30b9\u30c8\u3067\u3059\uff1a<\/li>\n<\/ul>\n\n<p>\u30b5\u30f3\u30d7\u30eb\u30b5\u30a4\u30ba\u304c30\u672a\u6e80\u3067\u3001\u30c7\u30fc\u30bf\u304c\u5b66\u751f\u306et\u5206\u5e03\u3067\u3042\u308b\u5834\u5408\u3001<strong>t\u691c\u5b9a\u304c<\/strong>\u5229\u7528\u3055\u308c\u307e\u3059\u3002 \u6bcd\u96c6\u56e3\u306e\u5206\u6563\u304c\u4e0d\u660e\u306a\u5834\u5408\u306b\u3001\u6a19\u672c\u5e73\u5747\u3068\u6bcd\u96c6\u56e3\u5e73\u5747\u3092\u6bd4\u8f03\u3059\u308b\u3002 \u63a8\u6e2c\u7d71\u8a08\u5b66\u306e\u4eee\u8aac\u691c\u8a3c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n\n<p><strong>\u5e30\u7121\u4eee\u8aac\uff1a<\/strong>H<sub>0<\/sub>\uff1a<sub>\u03bc<\/sub>\uff1d\u03bc0<\/p>\n\n<p><strong>\u4ee3\u66ff\u4eee\u8aac\uff1a<\/strong> <sub>H<\/sub>1\uff1a\u03bc&gt;<sub>\u03bc0<\/sub><\/p>\n\n<p><strong>\u691c\u5b9a\u7d71\u8a08\u91cf\uff1a <\/strong>t = x\u0304-\u03bc \/ s\u221an<\/p>\n\n<p>x\u216e\u3001\u03bc\u3001n\u306e\u8868\u73fe\u306fz\u691c\u5b9a\u3067\u8ff0\u3079\u305f\u3082\u306e\u3068\u540c\u3058\u3067\u3042\u308b\u3002 s &#8220;\u306f\u30b5\u30f3\u30d7\u30eb\u306e\u6a19\u6e96\u504f\u5dee\u3092\u8868\u3057\u307e\u3059\u3002<\/p>\n\n<p><strong>\u5224\u65ad\u57fa\u6e96\u3067\u3059\uff1a<\/strong>t \u7d71\u8a08\u91cf&gt; t \u81e8\u754c\u5024\u306e\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u3002<\/p>\n\n<ul>\n<li>F\u30c6\u30b9\u30c8\u3067\u3059\uff1a<\/li>\n<\/ul>\n\n<p>2\u3064\u306e\u6a19\u672c\u3084\u96c6\u56e3\u306e\u5206\u6563\u3092\u6bd4\u8f03\u3059\u308b\u5834\u5408\u3001\u5dee\u304c\u3042\u308b\u304b\u3069\u3046\u304b\u3092\u8abf\u3079\u308b\u305f\u3081\u306b<strong>f\u691c\u5b9a\u304c<\/strong>\u4f7f\u308f\u308c\u307e\u3059\u3002 \u53f3\u8fba\u306ef\u691c\u5b9a\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u69cb\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a<\/p>\n\n<p><strong>\u5e30\u7121\u4eee\u8aac\uff1a<\/strong>H<sub>0<\/sub>:\u03c3<sub>21 <\/sub>\uff1d<sub>\u03c3<\/sub>22\u3067\u3042\u308b\u3002<\/p>\n\n<p><strong>\u4ee3\u66ff\u4eee\u8aac\uff1a<\/strong> <sub>H<\/sub>1 :<sub>\u03c321<\/sub>&gt; <sub>\u03c322<\/sub><\/p>\n\n<p><strong>\u691c\u5b9a\u7d71\u8a08\u91cf\uff1a <\/strong>f =<sub>\u03c321 <\/sub>\/<sub>  <\/sub><sub>\u03c3<\/sub>22\u3001<sub>\u03c3<\/sub>21\u306f\u7b2c1\u96c6\u56e3\u306e\u5206\u6563\u3001\u03c3<sub>22\u306f<\/sub>\u7b2c2\u96c6\u56e3\u306e\u5206\u6563\u3092\u8868\u3059\u3002<\/p>\n\n<p><strong>\u5224\u65ad\u57fa\u6e96\u3067\u3059\uff1a <\/strong>\u610f\u601d\u6c7a\u5b9a\u306e\u57fa\u6e96\uff1af\u691c\u5b9a\u7d71\u8a08\u91cf&gt; \u81e8\u754c\u5024\u306e\u5834\u5408\u3001\u5e30\u7121\u4eee\u8aac\u3092\u68c4\u5374\u3059\u308b\u3002<\/p>\n\n<ul>\n<li>\u4fe1\u983c\u533a\u9593\u3067\u3059\uff1a<\/li>\n<\/ul>\n\n<p>\u4fe1\u983c\u533a\u9593\u306f\u3001\u6bcd\u96c6\u56e3\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u306e\u63a8\u5b9a\u3092\u88dc\u52a9\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002 \u4f8b\u3048\u3070\u300195\uff05\u4fe1\u983c\u533a\u9593\u3068\u306f\u3001\u65b0\u9bae\u306a\u30b5\u30f3\u30d7\u30eb\u3092\u7528\u3044\u3066\u540c\u4e00\u306e\u6761\u4ef6\u3067\u30c6\u30b9\u30c8\u3092\u884c\u3063\u305f\u5834\u5408\u3001100\u56de\u4e2d95\u56de\u304c\u6307\u5b9a\u3055\u308c\u305f\u7bc4\u56f2\u5185\u306b\u63a8\u5b9a\u5024\u304c\u53ce\u307e\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002 \u307e\u305f\u3001\u4fe1\u983c\u533a\u9593\u306f\u3001\u4eee\u8aac\u691c\u5b9a\u306b\u304a\u3051\u308b\u6c7a\u5b9a\u7684\u306a\u5024\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>\u3053\u308c\u3089\u306e\u691c\u5b9a\u306b\u52a0\u3048\u3001\u63a8\u6e2c\u7d71\u8a08\u5b66\u3067\u306fANOVA\u691c\u5b9a\u3001Wilcoxon signed-rank\u691c\u5b9a\u3001Mann-Whitney U\u691c\u5b9a\u3001Kruskal-Wallis\u691c\u5b9a\u3001H\u691c\u5b9a\u306a\u3069\u304c\u7528\u3044\u3089\u308c\u307e\u3059\u3002<\/p>\n\n<ul>\n<li>\u56de\u5e30\u5206\u6790<\/li>\n<\/ul>\n\n<p>\u56de\u5e30\u5206\u6790\u306f\u3001\u3042\u308b\u5909\u6570\u304c\u4ed6\u306e\u5909\u6570\u3068\u306e\u95a2\u4fc2\u3067\u3069\u306e\u3088\u3046\u306b\u5909\u5316\u3059\u308b\u304b\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306b\u884c\u308f\u308c\u307e\u3059\u3002 \u5358\u7d14\u7dda\u5f62\u56de\u5e30\u3001\u91cd\u56de\u5e30\u3001\u540d\u7fa9\u56de\u5e30\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3001\u9806\u5e8f\u56de\u5e30\u306a\u3069\u3001\u591a\u6570\u306e\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n<p>\u63a8\u6e2c\u7d71\u8a08\u5b66\u3067\u306f\u3001\u7dda\u5f62\u56de\u5e30\u304c\u6700\u3082\u591a\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u308b\u3002 \u72ec\u7acb\u5909\u6570\u306e\u5358\u4f4d\u5909\u5316\u306b\u5bfe\u3059\u308b\u5f93\u5c5e\u5909\u6570\u306e\u5fdc\u7b54\u3092\u3001\u7dda\u5f62\u56de\u5e30\u306b\u3088\u3063\u3066\u8abf\u3079\u308b\u3002 \u3053\u308c\u3089\u306f\u3001\u63a8\u6e2c\u7d71\u8a08\u5b66\u3092\u7528\u3044\u305f\u56de\u5e30\u5206\u6790\u306b\u6b20\u304b\u305b\u306a\u3044\u3044\u304f\u3064\u304b\u306e\u5f0f\u3067\u3042\u308b\uff1a<\/p>\n\n<p><strong>\u56de\u5e30\u4fc2\u6570\u3067\u3059\uff1a<\/strong><\/p>\n\n<p>\u76f4\u7dda\u306e\u5f0f\u306f\u3001y\uff1d\u03b1\uff0b\u03b2x\u3067\u4e0e\u3048\u3089\u308c\u3001\u03b1\u3068\u03b2\u306f\u56de\u5e30\u4fc2\u6570\u3067\u3042\u308b\u3002<\/p>\n\n<p><sub>\u03b2<\/sub>\uff1d\u2211n1\uff08<sub>xi<\/sub>-x\u2470\uff09\uff08<sub>yi<\/sub>-y\uff09\uff0f\u03a3<sub>n<\/sub>1\uff08<sub>xi<\/sub>-x<sup>\uff092<\/sup><\/p>\n\n<p><sub>\u03b2=rxy <\/sub><sub>\u03c3y<\/sub>\/<sub> <\/sub><sub>\u03c3x<\/sub><\/p>\n\n<p>\u03b1=y-\u03b2x  <\/p>\n\n<p>\u3053\u3053\u3067\u3001x\u306f\u5e73\u5747\u5024\u3001<sub>\u03c3<\/sub>x\u306f\u7b2c1\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6a19\u6e96\u504f\u5dee\u3067\u3042\u308b\u3002 \u540c\u69d8\u306b\u3001y\u306f\u5e73\u5747\u5024\u3001\u03c3y\u306f\u7b2c2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6a19\u6e96\u504f\u5dee\u3067\u3042\u308b\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u63a8\u8ad6\u7d71\u8a08\u306e\u4f8b<\/h2>\n\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001\u8a18\u8ff0\u7d71\u8a08\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u3067\u8aac\u660e\u3057\u305f\u3088\u3046\u306b\u3001\u7279\u5b9a\u306e\u30af\u30e9\u30b9\u306e\u30c6\u30b9\u30c8\u7d50\u679c\u306b\u57fa\u3065\u3044\u3066\u7814\u7a76\u3092\u884c\u3063\u305f\u3068\u3057\u307e\u3059\u3002 \u3042\u306a\u305f\u306f\u4eca\u3001\u305d\u306e\u540c\u3058\u30c6\u30b9\u30c8\u306b\u3064\u3044\u3066\u63a8\u6e2c\u7d71\u8a08\u5b66\u306e\u7814\u7a76\u3092\u884c\u3044\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u6a19\u6e96\u5316\u3055\u308c\u305f\u56fd\u5bb6\u8a66\u9a13\u3067\u3042\u308b\u3068\u4eee\u5b9a\u3059\u308b\u3002 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\u63a8\u6e2c\u7d71\u8a08\u3067\u306f\u3001\u307e\u305a\u6bcd\u96c6\u56e3\u3092\u5b9a\u7fa9\u3057\u3066\u304b\u3089\u3001\u305d\u306e\u4e2d\u304b\u3089\u7121\u4f5c\u70ba\u306b\u30b5\u30f3\u30d7\u30eb\u3092\u9078\u3076\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n<p>\u4ee3\u8868\u7684\u306a\u30b5\u30f3\u30d7\u30eb\u3092\u78ba\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u30e9\u30f3\u30c0\u30e0\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u6226\u7565\u3092\u7b56\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u624b\u7d9a\u304d\u306b\u306f\u6642\u9593\u304c\u304b\u304b\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u3053\u3067\u306f\u3001\u7c73\u56fd\u30ab\u30ea\u30d5\u30a9\u30eb\u30cb\u30a2\u5dde\u306e\u516c\u7acb\u5b66\u6821\u306b\u901a\u3046\u5c0f\u5b665\u5e74\u751f\u3092\u6bcd\u96c6\u56e3\u3068\u3057\u3066\u5b9a\u7fa9\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001\u6bcd\u96c6\u56e3\u5168\u4f53\u306b\u540d\u7c3f\u3092\u6e21\u3057\u3001\u305d\u306e\u4e2d\u304b\u3089\u30e9\u30f3\u30c0\u30e0\u306b100\u4eba\u306e\u751f\u5f92\u3092\u9078\u3073\u3001\u30c6\u30b9\u30c8\u7d50\u679c\u3092\u5f97\u305f\u3068\u3057\u307e\u3059\u3002 \u3053\u308c\u3089\u306e\u5b66\u751f\u306f\u3001\u5358\u4e00\u306e\u30af\u30e9\u30b9\u3067\u306f\u306a\u304f\u3001\u5dde\u5185\u306e\u3055\u307e\u3056\u307e\u306a\u5b66\u6821\u306e\u3055\u307e\u3056\u307e\u306a\u30af\u30e9\u30b9\u3067\u3042\u308b\u3053\u3068\u3092\u610f\u8b58\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u63a8\u8ad6\u7d71\u8a08\u306e\u7d50\u679c<\/h2>\n\n<p>\u30e9\u30f3\u30c0\u30e0\u30b5\u30f3\u30d7\u30eb\u306e\u5e73\u5747\u3001\u6a19\u6e96\u504f\u5dee\u3001\u5272\u5408\u306f\u3001\u3059\u3079\u3066\u63a8\u6e2c\u7d71\u8a08\u5b66\u3092\u7528\u3044\u3066\u70b9\u63a8\u5b9a\u5024\u3068\u3057\u3066\u7b97\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u77e5\u308b\u7531\u3082\u306a\u3044\u304c\u3001\u3053\u308c\u3089\u306e\u70b9\u6570\u63a8\u5b9a\u304c\u6b63\u78ba\u3067\u3042\u308b\u3053\u3068\u306f\u307e\u305a\u306a\u3044\u3002 \u3053\u306e\u6bcd\u96c6\u56e3\u3067\u3059\u3079\u3066\u306e\u88ab\u9a13\u8005\u3092\u6e2c\u5b9a\u3059\u308b\u3053\u3068\u306f\u4e0d\u53ef\u80fd\u3067\u3042\u308b\u305f\u3081\u3001\u3053\u308c\u3089\u306e\u6570\u5024\u306f\u8aa4\u5dee\u3092\u542b\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n<p>\u5e73\u5747\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u6e80\u8db3\u3067\u304d\u308b\u30b9\u30b3\u30a2\uff08&gt;=70\uff09\u306e\u5272\u5408\u306e\u4fe1\u983c\u533a\u9593\u3092\u542b\u3080\u3002 \u63a8\u8ad6\u7d71\u8a08\u306f\u3001CSV\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u3067\u3059\u3002<\/p>\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>\u7d71\u8a08<\/td><td>\u6bcd\u96c6\u56e3\u30d1\u30e9\u30e1\u30fc\u30bf\u63a8\u5b9a\u5024\uff08CI)<\/td><\/tr><tr><td>\u610f\u5473<\/td><td>77.4 &#8211; 80.9<\/td><\/tr><tr><td>\u6a19\u6e96\u504f\u5dee<\/td><td>7.7 &#8211; 10.1<\/td><\/tr><tr><td>70\u70b9\u4ee5\u4e0a\u306e\u5272\u5408<\/td><td>77% &#8211; 92%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p>\u6bcd\u96c6\u56e3\u306e\u5e73\u5747\u5024\u306f77.4\u304b\u308980.9\u306e\u9593\u3067\u3042\u308a\u3001\u3053\u308c\u3089\u306e\u63a8\u5b9a\u5024\u306e\u4e0d\u78ba\u5b9f\u6027\u3092\u8003\u616e\u3057\u306695%\u306e\u4fe1\u983c\u533a\u9593\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002 \u5206\u6563\u6027\u306e\u6307\u6a19\u3068\u3057\u3066\u3001\u6bcd\u96c6\u56e3\u306e\u6a19\u6e96\u504f\u5dee\u306f7.7\uff5e10.1\u306e\u7bc4\u56f2\u306b\u3042\u308b\u3053\u3068\u304c\u6700\u3082\u591a\u3044\u3002 \u3055\u3089\u306b\u3001\u6e80\u8db3\u5ea6\u306e\u9ad8\u3044\u30b9\u30b3\u30a2\u306e\u6bcd\u96c6\u56e3\u6bd4\u7387\u306f77\uff05\u304b\u308992\uff05\u3068\u4e88\u6e2c\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u8a18\u8ff0\u7d71\u8a08\u5b66\u3068\u63a8\u6e2c\u7d71\u8a08\u5b66\u306e\u9055\u3044<\/h2>\n\n<p>\u8a18\u8ff0\u7d71\u8a08\u3068\u63a8\u6e2c\u7d71\u8a08\u306f\u3069\u3061\u3089\u3082\u3001\u30c7\u30fc\u30bf\u3092\u8a18\u8ff0\u3057\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u308b\u7d71\u8a08\u89e3\u6790\u306e\u4e00\u7a2e\u3067\u3059\u3002 \u3053\u3053\u3067\u306f\u3001\u4e21\u8005\u306e\u4e3b\u306a\u9055\u3044\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\uff1a<\/p>\n\n<ul>\n<li>\u5b9a\u7fa9\u3059\u308b\u3002<\/li>\n<\/ul>\n\n<p><strong>\u8a18\u8ff0\u7d71\u8a08\u306f<\/strong>\u3001\u5e73\u5747\u5024\u3001\u4e2d\u592e\u5024\u3001\u6700\u983b\u5024\u3001\u6a19\u6e96\u504f\u5dee\u3001\u5206\u6563\u3001\u7bc4\u56f2\u306a\u3069\u306e\u6307\u6a19\u3092\u7528\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u7279\u5fb4\u3092\u8981\u7d04\u3057\u3066\u8a18\u8ff0\u3057\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u96c6\u56e3\u306b\u3064\u3044\u3066\u7d50\u8ad6\u3084\u4e88\u6e2c\u3092\u3059\u308b\u3053\u3068\u306f\u306a\u3044\u3002<\/p>\n\n<p>\u4e00\u65b9\u3001<strong>\u63a8\u6e2c\u7d71\u8a08\u306f<\/strong>\u3001\u30c7\u30fc\u30bf\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u4f7f\u3063\u3066\u3001\u305d\u306e\u30c7\u30fc\u30bf\u306e\u5143\u3068\u306a\u3063\u305f\u6bcd\u96c6\u56e3\u306b\u3064\u3044\u3066\u306e\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u3082\u306e\u3067\u3059\u3002 \u78ba\u7387\u8ad6\u3084\u7d71\u8a08\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u3001\u3042\u308b\u7d50\u679c\u306e\u53ef\u80fd\u6027\u3092\u5224\u65ad\u3057\u3001\u6bcd\u96c6\u56e3\u306b\u95a2\u3059\u308b\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u306e\u3067\u3059\u3002<\/p>\n\n<ul>\n<li>\u76ee\u7684\u3067\u3042\u308b\uff1a<\/li>\n<\/ul>\n\n<p><strong>\u8a18\u8ff0\u7d71\u8a08\u306f <\/strong>\u901a\u5e38\u3001\u30c7\u30fc\u30bf\u3092\u8981\u7d04\u3057\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6700\u3082\u91cd\u8981\u306a\u90e8\u5206\u3092\u660e\u78ba\u304b\u3064\u7c21\u6f54\u306b\u8aac\u660e\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u5909\u6570\u306e\u5206\u5e03\u3092\u8a18\u8ff0\u3057\u3001\u50be\u5411\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u898b\u3064\u3051\u3001\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3092\u8abf\u3079\u308b\u3002<\/p>\n\n<p><strong>\u63a8\u6e2c\u7d71\u8a08\u306f<\/strong>\u901a\u5e38\u3001\u4eee\u8aac\u3092\u691c\u8a3c\u3057\u3001\u30b5\u30f3\u30d7\u30eb\u304b\u3089\u6bcd\u96c6\u56e3\u306b\u95a2\u3059\u308b\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u305f\u3081\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u4e88\u6e2c\u3001\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u63a8\u5b9a\u3001\u30b0\u30eb\u30fc\u30d7\u9593\u306e\u5dee\u306e\u91cd\u8981\u6027\u306e\u691c\u8a3c\u306a\u3069\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n<ul>\n<li>\u30c7\u30fc\u30bf\u3067\u3059\uff1a<\/li>\n<\/ul>\n\n<p><strong>\u8a18\u8ff0\u7d71\u8a08\u306f<\/strong>\u3001\u6570\u5024\u30c7\u30fc\u30bf\uff08\u5e74\u9f62\u3001\u4f53\u91cd\u3001\u8eab\u9577\u306a\u3069\uff09\u3084\u30ab\u30c6\u30b4\u30ea\u30fc\u30c7\u30fc\u30bf\uff08\u6027\u5225\u3001\u4eba\u7a2e\u3001\u8077\u696d\u306a\u3069\uff09\u3092\u542b\u3080\u3001\u3042\u3089\u3086\u308b\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p><strong>\u63a8\u6e2c\u7d71\u8a08<\/strong>\u5b66\u3067\u306f\u3001\u6bcd\u96c6\u56e3\u304b\u3089\u7121\u4f5c\u70ba\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u4f7f\u7528\u3057\u3001\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u5206\u5e03\u3057\u3066\u3044\u308b\u304b\u3001\u30b5\u30f3\u30d7\u30eb\u306e\u5927\u304d\u3055\u306b\u3064\u3044\u3066\u4eee\u5b9a\u3059\u308b\u3002<\/p>\n\n<ul>\n<li>\u7d50\u679c\u304c\u51fa\u307e\u3057\u305f\uff1a  <\/li>\n<\/ul>\n\n<p><strong>\u8a18\u8ff0\u7d71\u8a08\u306f<\/strong>\u3001\u30c7\u30fc\u30bf\u306e\u6982\u8981\u3092\u793a\u3059\u3082\u306e\u3067\u3001\u901a\u5e38\u3001\u8868\u3001\u30b0\u30e9\u30d5\u3001\u307e\u305f\u306f\u8981\u7d04\u7d71\u8a08\u3067\u793a\u3055\u308c\u308b\u3002<\/p>\n\n<p><strong>\u63a8\u6e2c\u7d71\u8a08\u306f<\/strong>\u3001\u6bcd\u96c6\u56e3\u306b\u95a2\u3059\u308b\u63a8\u5b9a\u5024\u3084\u78ba\u7387\u3092\u4e0e\u3048\u308b\u3082\u306e\u3067\u3001\u901a\u5e38\u3001\u4eee\u8aac\u691c\u5b9a\u3001\u4fe1\u983c\u533a\u9593\u3001\u52b9\u679c\u91cf\u3068\u3057\u3066\u5831\u544a\u3055\u308c\u308b\u3002<\/p>\n\n<p>\u63a8\u6e2c\u7d71\u8a08\u304c\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u6bcd\u96c6\u56e3\u306b\u3064\u3044\u3066\u63a8\u8ad6\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u308b\u306e\u306b\u5bfe\u3057\u3001\u8a18\u8ff0\u7d71\u8a08\u306f\u30c7\u30fc\u30bf\u3092\u8981\u7d04\u3057\u3066\u7279\u5fb4\u4ed8\u3051\u308b\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u308b\u3002<\/p>\n\n<h2 class=\"wp-block-heading\">\u63a8\u8ad6\u7d71\u8a08\u5b66\u306e\u91cd\u8981\u6027\uff1a\u5099\u8003<\/h2>\n\n<ul>\n<li>\u63a8\u6e2c\u7d71\u8a08\u5b66\u306f\u3001\u30b5\u30f3\u30d7\u30eb\u306e\u30c7\u30fc\u30bf\u304c\u6bcd\u96c6\u56e3\u5168\u4f53\u306b\u3064\u3044\u3066\u4f55\u3092\u8a9e\u3063\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u305f\u3081\u306e\u5206\u6790\u30c4\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u63a8\u8ad6\u7d71\u8a08\u306b\u306f\u3001\u4eee\u8aac\u306e\u691c\u8a3c\u3084\u6642\u9593\u306e\u7d4c\u904e\u306b\u3088\u308b\u5909\u5316\u3092\u898b\u308b\u3053\u3068\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u63a8\u8ad6\u7d71\u8a08\u5b66\u3067\u306f\u3001\u6bcd\u96c6\u56e3\u5168\u4f53\u3092\u4ee3\u8868\u3059\u308b\u30b5\u30f3\u30d7\u30eb\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306b\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u624b\u6cd5\u3092\u7528\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li>\u63a8\u6e2c\u7d71\u8a08\u5b66\u3067\u306f\u3001Z\u691c\u5b9a\u3001t\u691c\u5b9a\u3001\u7dda\u5f62\u56de\u5e30\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u3001\u4f55\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u304b\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">\u7d50\u8ad6<\/h2>\n\n<p>\u63a8\u8ad6\u7d71\u8a08\u5b66\u306f\u3001\u5c0f\u3055\u306a\u30b5\u30f3\u30d7\u30eb\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3001\u5168\u4f53\u306e\u30b0\u30eb\u30fc\u30d7\u306b\u3064\u3044\u3066\u306e\u7d50\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u5f37\u529b\u306a\u65b9\u6cd5\u3067\u3059\u3002 \u63a8\u6e2c\u7d71\u8a08\u5b66\u306f\u3001\u78ba\u7387\u8ad6\u3068\u7d71\u8a08\u30e2\u30c7\u30eb\u3092\u7528\u3044\u3066\u3001\u7814\u7a76\u8005\u304c\u7279\u5b9a\u306e\u7d50\u679c\u306e\u53ef\u80fd\u6027\u3092\u5224\u65ad\u3057\u3001\u96c6\u56e3\u306b\u95a2\u3059\u308b\u8003\u3048\u3092\u691c\u8a3c\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n<p>\u63a8\u6e2c\u7d71\u8a08\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u7814\u7a76\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002\u306a\u305c\u306a\u3089\u3001\u5c0f\u3055\u306a\u30b5\u30f3\u30d7\u30eb\u306e\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u3001\u96c6\u56e3\u5168\u4f53\u306b\u3064\u3044\u3066\u4e88\u6e2c\u3057\u305f\u308a\u3001\u7d50\u8ad6\u3092\u51fa\u3057\u305f\u308a\u3067\u304d\u308b\u304b\u3089\u3067\u3059\u3002 \u524d\u63d0\u6761\u4ef6\u3084\u30c7\u30fc\u30bf\u306e\u8cea\u306b\u3064\u3044\u3066\u614e\u91cd\u306b\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u8907\u96d1\u3067\u9ad8\u5ea6\u306a\u5206\u91ce\u3067\u3059\u304c\u3001\u91cd\u8981\u306a\u7814\u7a76\u8ab2\u984c\u3084\u91cd\u8981\u306a\u7591\u554f\u306b\u5bfe\u3059\u308b\u7b54\u3048\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n<p>QuestionPro\u306f\u3001\u7814\u7a76\u8005\u304c\u63a8\u6e2c\u7d71\u8a08\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u7c21\u5358\u3067\u52b9\u679c\u7684\u306a\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002 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QuestionPro\u306e\u5206\u6790\u6a5f\u80fd\u306b\u3088\u308a\u3001\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3092\u8abf\u3079\u305f\u308a\u3001\u6bcd\u96c6\u56e3\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u63a8\u5b9a\u3057\u305f\u308a\u3001\u4eee\u8aac\u3092\u691c\u8a3c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u3060\u304b\u3089\u3001\u4eca\u3059\u3050\u7533\u3057\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\uff01<\/p>\n\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\">\n  <button>\u3082\u3063\u3068\u8a73\u3057\u304f<\/button>\n<\/a>       <a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=blog\" target=\"_blank\" rel=\"noopener\">\n  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