{"id":730763,"date":"2019-03-14T22:43:49","date_gmt":"2019-03-15T05:43:49","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/%e5%9b%9e%e5%b8%b0%e5%88%86%e6%9e%90%e3%80%82%e5%ae%9a%e7%be%a9%e3%80%81%e7%a8%ae%e9%a1%9e%e3%80%81%e3%82%b1%e3%83%bc%e3%82%b9%e3%82%b9%e3%82%bf%e3%83%87%e3%82%a3%e3%80%81%e5%88%a9%e7%82%b9%e3%80%81\/"},"modified":"2019-03-14T22:43:49","modified_gmt":"2019-03-14T22:43:49","slug":"%e5%9b%9e%e5%b8%b0%e5%88%86%e6%9e%90%e3%80%82%e5%ae%9a%e7%be%a9%e3%80%81%e7%a8%ae%e9%a1%9e%e3%80%81%e3%82%b1%e3%83%bc%e3%82%b9%e3%82%b9%e3%82%bf%e3%83%87%e3%82%a3%e3%80%81%e5%88%a9%e7%82%b9%e3%80%81","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/ja\/%e5%9b%9e%e5%b8%b0%e5%88%86%e6%9e%90%e3%80%82%e5%ae%9a%e7%be%a9%e3%80%81%e7%a8%ae%e9%a1%9e%e3%80%81%e3%82%b1%e3%83%bc%e3%82%b9%e3%82%b9%e3%82%bf%e3%83%87%e3%82%a3%e3%80%81%e5%88%a9%e7%82%b9%e3%80%81\/","title":{"rendered":"\u56de\u5e30\u5206\u6790\u3002\u5b9a\u7fa9\u3001\u7a2e\u985e\u3001\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3001\u5229\u70b9\u3001\u305d\u306e\u4ed6"},"content":{"rendered":"<p>\u56de\u5e30\u5206\u6790\u3068\u306f\u3001\u5f93\u5c5e\u5909\u6570\u3068\u4e00\u9023\u306e\u72ec\u7acb\u3057\u305f\u8aac\u660e\u5909\u6570\u306e\u95a2\u4fc2\u3092\u8abf\u67fb\u307e\u305f\u306f\u63a8\u5b9a\u3059\u308b\u305f\u3081\u306e\u3001\u304a\u305d\u3089\u304f\u6700\u3082\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u7d71\u8a08\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<a href=\"https:\/\/www.questionpro.com\/blog\/qualitative-research-methods\/\">\u8cea\u7684\u7814\u7a76<\/a>\u624b\u6cd5\u306b\u304a\u3044\u3066\u3001\u591a\u6570\u306e\u5909\u6570\u3092\u30e2\u30c7\u30eb\u5316\u3057\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3055\u308c\u308b\u69d8\u3005\u306a<a href=\"https:\/\/www.questionpro.com\/blog\/data-analysis-101-ordinal\/\">\u30c7\u30fc\u30bf\u5206\u6790\u624b\u6cd5\u306e<\/a>\u7dcf\u79f0\u3068\u3057\u3066\u3082\u4f7f\u7528\u3055\u308c\u308b\u3002 \u56de\u5e30\u6cd5\u3067\u306f\u3001\u5f93\u5c5e\u5909\u6570\u304c\u4e88\u6e2c\u56e0\u5b50\u307e\u305f\u306f\u8aac\u660e\u8981\u7d20\u3067\u3042\u308a\u3001\u5f93\u5c5e\u5909\u6570\u304c\u7d50\u679c\u307e\u305f\u306f\u7279\u5b9a\u306e\u30af\u30a8\u30ea\u306b\u5bfe\u3059\u308b\u5fdc\u7b54\u3067\u3042\u308b\u3002<br \/>\n<code><\/code><\/p>\n<div class=\"tags-wrap\">\n<p class=\"content-index\" style=\"margin-top: 0;\">\u30b3\u30f3\u30c6\u30f3\u30c4\u30a4\u30f3\u30c7\u30c3\u30af\u30b9<\/p>\n<ol style=\"font-weight: 400; margin: 0 30px; line-height: 22px;\">\n<li><a href=\"#Regression_Analysis_Definition\">\u56de\u5e30\u5206\u6790\u3002\u5b9a\u7fa9<\/a><\/li>\n<li><a href=\"#Types_of_Regression_Analysis\">\u56de\u5e30\u5206\u6790\u306e\u7a2e\u985e<\/a>\n<ol>\n<li><a href=\"#Linear_Regression_Analysis\">\u7dda\u5f62\u56de\u5e30\u5206\u6790<\/a><\/li>\n<li><a href=\"#Logistic_Regression_Analysis\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u5206\u6790<\/a><\/li>\n<li><a href=\"#Polynomial_Regression_Analysis\">\u591a\u9805\u5f0f\u56de\u5e30\u5206\u6790<\/a><\/li>\n<li><a href=\"#Stepwise_Regression_Analysis\">\u30b9\u30c6\u30c3\u30d7\u30ef\u30a4\u30ba\u56de\u5e30\u5206\u6790<\/a><\/li>\n<li><a href=\"#Ridge_Regression_Analysis\">\u30ea\u30c3\u30b8\u56de\u5e30\u5206\u6790<\/a><\/li>\n<li><a href=\"#Lasso_Regression_Analysis\">\u30e9\u30c3\u30bd\u30fc\u56de\u5e30\u5206\u6790<\/a><\/li>\n<li><a href=\"#Elastic_Net_Regression_Analysis\">\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30fb\u30cd\u30c3\u30c8\u56de\u5e30\u5206\u6790<\/a><\/li>\n<\/ol>\n<\/li>\n<li><a href=\"#Use_of_regression_analysis_in%20market_research\">\u5e02\u5834\u8abf\u67fb\u306b\u304a\u3051\u308b\u56de\u5e30\u5206\u6790\u306e\u6d3b\u7528<\/a>\n<ol>\n<li><a href=\"#How_regression_analysis_derives_insights_from_surveys\">\u56de\u5e30\u5206\u6790\u304c\u8abf\u67fb\u304b\u3089\u5c0e\u304d\u51fa\u3059\u6d1e\u5bdf<\/a><\/li>\n<\/ol>\n<\/li>\n<li><a href=\"#Advantages_of_using_regression_analysis_in_an_online_survey\">\u30aa\u30f3\u30e9\u30a4\u30f3\u8abf\u67fb\u3067\u56de\u5e30\u5206\u6790\u3092\u4f7f\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/a>\n<ol>\n<li><a href=\"#Get_access_to_predictive_analytics\">\u4e88\u6e2c\u5206\u6790\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b<\/a><\/li>\n<li><a href=\"#Enhance_operational_efficiency\">\u696d\u52d9\u52b9\u7387\u306e\u5411\u4e0a<\/a><\/li>\n<li><a href=\"#Quantitative_support_for_decision_making\">\u610f\u601d\u6c7a\u5b9a\u3078\u306e\u5b9a\u91cf\u7684\u652f\u63f4<\/a><\/li>\n<li><a href=\"#Prevent_mistakes_happening_due_to_intuitions\">\u76f4\u611f\u3067\u8d77\u3053\u308b\u30df\u30b9\u3092\u9632\u3050<\/a><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<\/div>\n<h2><a id=\"Regression_Analysis_Definition\" class=\"blankurl\" href=\"#\"><b>\u56de\u5e30\u5206\u6790\u3002\u5b9a\u7fa9<\/b><\/a><\/h2>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">\u56de\u5e30\u5206\u6790\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30e2\u30c7\u30eb\u5316\u3084\u5206\u6790\u306b\u3088\u304f\u4f7f\u308f\u308c\u307e\u3059\u3002 \u8abf\u67fb\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u591a\u304f\u306f\u3001\u5909\u6570\u9593\u306e\u95a2\u4fc2\u3092\u628a\u63e1\u3057\u3001\u3055\u3089\u306b\u6b63\u78ba\u306a\u7d50\u679c\u306e\u4e88\u6e2c\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p style=\"text-align: left;\"><b>\u4f8b<\/b><span style=\"font-weight: 400;\"> &#8211; \u3042\u308b\u6e05\u6dbc\u98f2\u6599\u6c34\u30e1\u30fc\u30ab\u30fc\u304c\u3001\u88fd\u9020\u90e8\u9580\u3092\u65b0\u3057\u3044\u5834\u6240\u306b\u62e1\u5f35\u3057\u305f\u3044\u3068\u8003\u3048\u305f\u3068\u3059\u308b\u3002 \u305d\u306e\u524d\u306b\u3001\u53ce\u76ca\u30e2\u30c7\u30eb\u3068\u305d\u308c\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u69d8\u3005\u306a\u8981\u56e0\u3092\u5206\u6790\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002 \u305d\u308c\u3086\u3048\u3001\u540c\u793e\u306f  <\/span><a href=\"https:\/\/www.questionpro.com\/\"><br \/>\n  <span style=\"font-weight: 400;\">\u30aa\u30f3\u30e9\u30a4\u30f3\u8abf\u67fb<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">\u3092\u3001\u7279\u5b9a\u306e\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u5b9f\u65bd\u3002<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"font-weight: 400;\">\u56de\u5e30\u5206\u6790\u3092\u4f7f\u3063\u3066\u304b\u3089\u3001\u4f1a\u793e\u306f\u8abf\u67fb\u7d50\u679c\u3092\u5206\u6790\u3057\u3001\u96fb\u529b\u306a\u3069\u306e\u3055\u307e\u3056\u307e\u306a\u5909\u6570\u3068\u53ce\u76ca\u306e\u95a2\u4fc2\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059 &#8211; \u3053\u3053\u3067\u306f\u53ce\u76ca\u3092\u5f93\u5c5e\u5909\u6570\u3068\u3057\u307e\u3059\u3002 \u3055\u3089\u306b\u3001\u4fa1\u683c\u3001\u5f93\u696d\u54e1\u6570\u3001\u7269\u6d41\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u72ec\u7acb\u5909\u6570\u3068\u58f2\u4e0a\u3068\u306e\u95a2\u4fc2\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u8981\u56e0\u304c\u4f1a\u793e\u306e\u58f2\u4e0a\u3068\u5229\u76ca\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8abf\u67fb\u7814\u7a76\u8005\u306f\u3057\u3070\u3057\u3070\u3053\u306e\u624b\u6cd5\u3092\u7528\u3044\u3066\u3001\u95a2\u5fc3\u306e\u3042\u308b\u7570\u306a\u308b\u5909\u6570\u9593\u306e\u76f8\u95a2\u95a2\u4fc2\u3092\u8abf\u3079\u3001\u767a\u898b\u3059\u308b\u3002 \u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002  <\/span><span style=\"font-weight: 400;\">\u7570\u306a\u308b\u72ec\u7acb\u5909\u6570\u304c\u5f93\u5c5e\u5909\u6570\u306b\u53ca\u307c\u3059\u5f71\u97ff\u3092\u6e2c\u5b9a\u3059\u308b\u6a5f\u4f1a\u3067\u3042\u308b\u3002 \u56de\u5e30\u5206\u6790\u3068\u306f\u3001\u591a\u6570\u306e\u72ec\u7acb\u5909\u6570\u3092\u8868\u5f62\u5f0f\u3067\u4e26\u3079\u3001\u305d\u306e\u5f93\u5c5e\u5909\u6570\u3078\u306e\u5f71\u97ff\u3092\u691c\u8a3c\u307e\u305f\u306f\u8a08\u7b97\u3059\u308b\u3053\u3068\u3067\u3001\u8abf\u67fb\u7814\u7a76\u8005\u306e\u3055\u3089\u306a\u308b\u52b4\u529b\u3092\u7bc0\u7d04\u3059\u308b\u624b\u6cd5\u3067\u3042\u308b\u3002 \u65b0\u3057\u3044\u88fd\u54c1\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u5206\u6790\u6cd5\u304c\u5e83\u304f\u7528\u3044\u3089\u308c\u3066\u3044\u307e\u3059\u3002  <\/span><a href=\"https:\/\/www.oberlo.com\/blog\/business-ideas-that-make-money\"><br \/>\n  <span style=\"font-weight: 400;\">\u30d3\u30b8\u30cd\u30b9\u30a2\u30a4\u30c7\u30a2\u3092<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">\u3092\u8003\u3048\u3001\u5341\u5206\u306a\u60c5\u5831\u3092\u5f97\u305f\u4e0a\u3067\u6c7a\u65ad\u3059\u308b\u3002<\/span><\/p>\n<p style=\"text-align: center;\"><a class=\"square-cta secondary-lined-cta\" href=\"https:\/\/questionpro.com\/a\/showEntry.do?sourceRef=blog\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>\u7121\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210<\/strong><\/a><\/p>\n<h2><a id=\"Types_of_Regression_Analysis\" class=\"blankurl\" href=\"#\"><b>\u56de\u5e30\u5206\u6790\u306e\u7a2e\u985e<\/b><\/a><\/h2>\n<p><span style=\"font-weight: 400;\">\u7814\u7a76\u8005\u306f\u901a\u5e38\u3001\u307e\u305a\u7dda\u5f62\u56de\u5e30\u3068\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3092\u5b66\u3076\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3059\u3002 \u3053\u306e2\u3064\u306e\u65b9\u6cd5\u304c\u5e83\u304f\u77e5\u3089\u308c\u3001\u9069\u7528\u304c\u5bb9\u6613\u306a\u305f\u3081\u3001\u591a\u304f\u306e\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u30e2\u30c7\u30eb\u304c2\u7a2e\u985e\u3057\u304b\u306a\u3044\u3068\u8003\u3048\u3066\u3044\u308b\u3002  <\/span><span style=\"font-weight: 400;\"> \u5404\u30e2\u30c7\u30eb\u306b\u306f\u5f97\u610f\u5206\u91ce\u304c\u3042\u308a\u3001\u7279\u5b9a\u306e\u6761\u4ef6\u3092\u6e80\u305f\u3057\u305f\u5834\u5408\u306b\u80fd\u529b\u3092\u767a\u63ee\u3059\u308b\u3002 \u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u5217\u6319\u3055\u308c\u305f\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u69d8\u3005\u306a\u5f62\u5f0f\u3067\u89e3\u91c8\u3059\u308b\u305f\u3081\u306b\u3001\u3088\u304f\u4f7f\u308f\u308c\u308b7\u7a2e\u985e\u306e\u56de\u5e30\u5206\u6790\u624b\u6cd5\u3092\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h3><a id=\"Linear_Regression_Analysis\" class=\"blankurl\" href=\"#\"><b>\u7dda\u5f62\u56de\u5e30\u5206\u6790<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">\u4e88\u6e2c\u30e2\u30c7\u30eb\u5b66\u7fd2\u6642\u306b\u6700\u521d\u306b\u53d6\u308a\u4e0a\u3052\u3089\u308c\u305f\u30a8\u30ea\u30fc\u30c8\u56de\u5e30\u5206\u6790\u624b\u6cd5\u306e\u4e00\u3064\u3067\u3042\u308a\u3001\u6700\u3082\u5e83\u304f\u77e5\u3089\u308c\u305f\u30e2\u30c7\u30ea\u30f3\u30b0\u624b\u6cd5\u306e\u4e00\u3064\u3067\u3042\u308b\u3002 \u3053\u3053\u3067\u3001\u5f93\u5c5e\u5909\u6570\u306f\u9023\u7d9a\u7684\u3067\u3042\u308a\u3001\u72ec\u7acb\u5909\u6570\u306f\u9023\u7d9a\u7684\u307e\u305f\u306f\u96e2\u6563\u7684\u3067\u3042\u308b\u3053\u3068\u304c\u591a\u304f\u3001\u7dda\u5f62\u56de\u5e30\u7dda\u304c\u3042\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u91cd\u56de\u5e30\u3067\u306f\u8907\u6570\u306e\u72ec\u7acb\u5909\u6570\u304c\u3042\u308a\u3001\u5358\u56de\u5e30\u3067\u306f\u72ec\u7acb\u5909\u6570\u306f1\u3064\u3060\u3051\u3067\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002 \u3057\u305f\u304c\u3063\u3066\u3001\u7dda\u5f62\u56de\u5e30\u306f\u3001\u72ec\u7acb\u5909\u6570\u3068\u5f93\u5c5e\u5909\u6570\u306e\u9593\u306b\u7dda\u5f62\u95a2\u4fc2\u304c\u3042\u308b\u5834\u5408\u306b\u306e\u307f\u4f7f\u7528\u3059\u308b\u306e\u304c\u6700\u5584\u3067\u3059\u3002<\/span><\/p>\n<p><b>\u4f8b  <\/b><span style=\"font-weight: 400;\">\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u30fb\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3001\u4fa1\u683c\u8a2d\u5b9a\u3001\u8ca9\u58f2\u4fc3\u9032\u306a\u3069\u306e\u52b9\u679c\u3092\u6e2c\u5b9a\u3059\u308b\u305f\u3081\u306b\u3001\u7dda\u5f62\u56de\u5e30\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u4f8b\u3048\u3070\u3001\u30b9\u30dd\u30fc\u30c4\u7528\u54c1\u3092\u8ca9\u58f2\u3059\u308b\u4f01\u696d\u304c\u3001\u81ea\u793e\u88fd\u54c1\u306e\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u306b\u6295\u3058\u305f\u8cc7\u91d1\u304c\u3001\u5b9f\u8cea\u7684\u306a\u30ea\u30bf\u30fc\u30f3\u306b\u3064\u306a\u304c\u3063\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u628a\u63e1\u3057\u305f\u3044\u3068\u3057\u307e\u3059\u3002 \u7dda\u5f62\u56de\u5e30\u306f\u3001\u7d50\u679c\u3092\u89e3\u91c8\u3059\u308b\u306e\u306b\u6700\u9069\u306a\u7d71\u8a08\u624b\u6cd5\u3067\u3042\u308b\u3002 \u7dda\u5f62\u56de\u5e30\u306e\u6700\u3082\u826f\u3044\u70b9\u306f\u3001\u5404\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u30d6\u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u6d3b\u52d5\u306e\u4e0d\u660e\u77ad\u306a\u5f71\u97ff\u3092\u5206\u6790\u3057\u3001\u304b\u3064\u58f2\u4e0a\u3092\u898f\u5236\u3059\u308b\u69cb\u6210\u8981\u7d20\u306e\u53ef\u80fd\u6027\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3064\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002 \u3082\u3057\u4f1a\u793e\u304c\u540c\u6642\u306b2\u3064\u4ee5\u4e0a\u306e\u5e83\u544a\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u884c\u3063\u3066\u3044\u308b\u5834\u5408\u3001\u4f8b\u3048\u3070\u30c6\u30ec\u30d3\u30671\u3064\u3001\u30e9\u30b8\u30aa\u30672\u3064\u306e\u5e83\u544a\u3092\u884c\u3046\u5834\u5408\u3001\u7dda\u5f62\u56de\u5e30\u306f\u3053\u308c\u3089\u306e\u5e83\u544a\u3092\u4e00\u7dd2\u306b\u884c\u3046\u3053\u3068\u306b\u3088\u308b\u72ec\u7acb\u3057\u305f\u5f71\u97ff\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u5f71\u97ff\u3092\u7c21\u5358\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002  <\/span><\/p>\n<h3><a id=\"Logistic_Regression_Analysis\" class=\"blankurl\" href=\"#\"><b>\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u5206\u6790<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001\u4ee5\u4e0b\u306e\u78ba\u7387\u3092\u6c42\u3081\u308b\u305f\u3081\u306b\u3088\u304f\u4f7f\u308f\u308c\u307e\u3059\u3002 <\/span><i><br \/>\n  <span style=\"font-weight: 400;\">\u30a4\u30d9\u30f3\u30c8=\u6210\u529f<\/span><br \/>\n<\/i><span style=\"font-weight: 400;\">\u3068 <\/span><i><br \/>\n  <span style=\"font-weight: 400;\">\u30a4\u30d9\u30f3\u30c8=\u5931\u6557<\/span><br \/>\n<\/i><span style=\"font-weight: 400;\">. \u5f93\u5c5e\u5909\u6570\u304c0\/1, True\/False, Yes\/No \u306e\u3088\u3046\u306a\u30d0\u30a4\u30ca\u30ea\u3067\u3042\u308b\u3068\u304d\u306f\u3044\u3064\u3067\u3082\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u304c\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u3053\u306e\u3088\u3046\u306b\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3069\u3061\u3089\u304b\u306e\u5206\u6790\u306b\u4f7f\u308f\u308c\u308b\u3068\u8a00\u3048\u307e\u3059\u3002  <\/span><a href=\"https:\/\/www.questionpro.com\/close-ended-questions.html\"><br \/>\n  <span style=\"font-weight: 400;\">\u30af\u30ed\u30fc\u30ba\u30c9\u30a8\u30f3\u30c9\u578b\u8a2d\u554f<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">\u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u6570\u5024\u56de\u7b54\u3092\u6c42\u3081\u308b\u8cea\u554f\u306a\u3069\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u306a\u304a\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001\u7dda\u5f62\u56de\u5e30\u306e\u3088\u3046\u306b\u5f93\u5c5e\u5909\u6570\u3068\u72ec\u7acb\u5909\u6570\u306e\u9593\u306b\u7dda\u5f62\u95a2\u4fc2\u3092\u5fc5\u8981\u3068\u3057\u307e\u305b\u3093\u3002 \u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001\u975e\u7dda\u5f62\u5bfe\u6570\u5909\u63db\u3092\u9069\u7528\u3057\u3066\u30aa\u30c3\u30ba\u6bd4\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u3001\u5f93\u5c5e\u5909\u6570\u3068\u72ec\u7acb\u5909\u6570\u306e\u9593\u306e\u69d8\u3005\u306a\u7a2e\u985e\u306e\u95a2\u4fc2\u3092\u5bb9\u6613\u306b\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p><b>\u4f8b<\/b><span style=\"font-weight: 400;\"> \u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u304a\u3044\u3066\u3001\u30ab\u30c6\u30b4\u30ea\u30c7\u30fc\u30bf\u3001\u7279\u306b\u30d0\u30a4\u30ca\u30ea\u5fdc\u7b54\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u5e83\u304f\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u3002 \u3088\u308a\u983b\u7e41\u306b\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u304c\u4f7f\u7528\u3055\u308c\u308b\u306e\u306f\u3001\u5f93\u5c5e\u5909\u6570\u304c\u30ab\u30c6\u30b4\u30ea\u3067\u3042\u308b\u5834\u5408\u3001\u4f8b\u3048\u3070\u3001\u3042\u308b\u4eba\u304c\u884c\u3063\u305f\u5065\u5eb7\u88ab\u5bb3\u304c\u672c\u7269\u304b(1)\u3001\u8a50\u6b3a\u3067\u3042\u308b\u304b\u3092\u4e88\u6e2c\u3057\u305f\u308a\u3001\u816b\u760d\u304c\u60aa\u6027\u304b(1)\u3092\u7406\u89e3\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u3067\u3059\u3002 \u4f01\u696d\u306f\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3092\u7528\u3044\u3066\u3001\u5e74\u9f62\u3001\u53ce\u5165\u3001\u6027\u5225\u3001\u4eba\u7a2e\u3001\u5c45\u4f4f\u5dde\u3001\u904e\u53bb\u306e\u8cfc\u5165\u5c65\u6b74\u306a\u3069\u3092\u3082\u3068\u306b\u3001\u7279\u5b9a\u306e\u5c64\u306e\u6d88\u8cbb\u8005\u304c\u81ea\u793e\u88fd\u54c1\u3092\u8cfc\u5165\u3059\u308b\u304b\u3001\u7af6\u5408\u4ed6\u793e\u304b\u3089\u8cfc\u5165\u3059\u308b\u304b\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002  <\/span><\/p>\n<h3><a id=\"Polynomial_Regression_Analysis\" class=\"blankurl\" href=\"#\"><b>\u591a\u9805\u5f0f\u56de\u5e30\u5206\u6790<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">\u591a\u9805\u5f0f\u56de\u5e30\u306f\u3001\u66f2\u7dda\u7684\u306a\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u3088\u304f\u4f7f\u308f\u308c\u3001\u3053\u308c\u306f\u72ec\u7acb\u5909\u6570\u306e\u3079\u304d\u4e57\u304c1\u4ee5\u4e0a\u3067\u3042\u308b\u5834\u5408\u306b\u8d77\u3053\u308a\u307e\u3059\u3002 \u3053\u306e\u56de\u5e30\u5206\u6790\u6cd5\u3067\u306f\u3001\u6700\u9069\u306a\u76f4\u7dda\u306f\u6c7a\u3057\u3066\u300c\u76f4\u7dda\u300d\u3067\u306f\u306a\u304f\u3001\u5e38\u306b\u30c7\u30fc\u30bf\u30dd\u30a4\u30f3\u30c8\u306b\u30d5\u30a3\u30c3\u30c8\u3059\u308b\u300c\u66f2\u7dda\u300d\u3068\u306a\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u306a\u304a\u3001\u591a\u9805\u5f0f\u56de\u5e30\u306f\u3001\u6307\u6570\u3092\u6301\u3064\u5909\u6570\u304c\u5c11\u306a\u304f\u3001\u6307\u6570\u3092\u6301\u305f\u306a\u3044\u5909\u6570\u304c\u5c11\u306a\u3044\u5834\u5408\u306b\u4f7f\u7528\u3059\u308b\u306e\u304c\u3088\u3044\u3067\u3057\u3087\u3046\u3002 \u3055\u3089\u306b\u3001\u975e\u7dda\u5f62\u5206\u96e2\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3067\u3001\u5404\u5909\u6570\u306e\u6b63\u78ba\u306a\u6307\u6570\u3092\u81ea\u7531\u306b\u9078\u629e\u3067\u304d\u3001\u30e2\u30c7\u30ea\u30f3\u30b0\u6a5f\u80fd\u3092\u5b8c\u5168\u306b\u5236\u5fa1\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n<p><b>\u4f8b<\/b><span style=\"font-weight: 400;\"> \u591a\u9805\u5f0f\u56de\u5e30\u3068\u5fdc\u7b54\u66f2\u9762\u5206\u6790\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u30de\u30eb\u30c1\u30bd\u30fc\u30b9\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u7814\u7a76\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u9ad8\u5ea6\u306a\u7d71\u8a08\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u308b\u3002 \u591a\u9805\u5f0f\u56de\u5e30\u306f\u3001\u5f93\u5c5e\u5909\u6570\u3068\u72ec\u7acb\u5909\u6570\u306e\u95a2\u4fc2\u304c\u66f2\u7dda\u7684\u3067\u3042\u308b\u91d1\u878d\u3084\u4fdd\u967a\u95a2\u9023\u7523\u696d\u3067\u4e3b\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002 \u4f8b\u3048\u3070\u3001\u3042\u308b\u4eba\u304c\u3001\u78ba\u5b9a\u3057\u305f\u91d1\u984d\u3092\u7a3c\u3050\u306e\u306b\u3069\u308c\u3060\u3051\u306e\u6642\u9593\u304c\u304b\u304b\u308b\u304b\u3092\u5224\u65ad\u3057\u3066\u3001\u4e88\u7b97\u652f\u51fa\u8a08\u753b\u3092\u7acb\u3066\u305f\u3044\u3068\u3057\u307e\u3059\u3002 \u305d\u306e\u4eba\u306e\u53ce\u5165\u3068\u652f\u51fa\u3092\u8003\u616e\u3057\u305f\u591a\u9805\u5f0f\u56de\u5e30\u306b\u3088\u308a\u3001\u305d\u306e\u4eba\u304c\u7279\u5b9a\u306e\u91d1\u984d\u3092\u7a3c\u3050\u305f\u3081\u306b\u5fc5\u8981\u306a\u6b63\u78ba\u306a\u6642\u9593\u3092\u7c21\u5358\u306b\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h3><a id=\"Stepwise_Regression_Analysis\" class=\"blankurl\" href=\"#\"><b>\u30b9\u30c6\u30c3\u30d7\u30ef\u30a4\u30ba\u56de\u5e30\u5206\u6790<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">\u3053\u308c\u306f\u3001\u63a8\u5b9a\u4fc2\u6570\u306et\u7d71\u8a08\u91cf\u306b\u4f9d\u5b58\u3059\u308b\u5909\u6570\u3092\u8ffd\u52a0\u307e\u305f\u306f\u524a\u9664\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u7d71\u8a08\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u534a\u81ea\u52d5\u5316\u30d7\u30ed\u30bb\u30b9\u3067\u3042\u308b\u3002 \u30b9\u30c6\u30c3\u30d7\u30ef\u30a4\u30ba\u56de\u5e30\u3092\u6b63\u3057\u304f\u4f7f\u3048\u3070\u3001\u3069\u3093\u306a\u65b9\u6cd5\u3088\u308a\u3082\u5f37\u529b\u306a\u30c7\u30fc\u30bf\u3092\u624b\u5143\u306b\u7f6e\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u591a\u6570\u306e\u72ec\u7acb\u5909\u6570\u3092\u6271\u3046\u5834\u5408\u306b\u6709\u52b9\u3067\u3059\u3002 \u5909\u6570\u3092\u30e9\u30f3\u30c0\u30e0\u306b\u3064\u3064\u304f\u3053\u3068\u3067\u3001\u89e3\u6790\u30e2\u30c7\u30eb\u3092\u5fae\u8abf\u6574\u3057\u3066\u3044\u308b\u3060\u3051\u306a\u306e\u3067\u3059\u3002 \u30b9\u30c6\u30c3\u30d7\u30ef\u30a4\u30ba\u56de\u5e30\u5206\u6790\u306f\u3001\u72ec\u7acb\u5909\u6570\u304c\u8907\u6570\u3042\u308b\u5834\u5408\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u3066\u304a\u308a\u3001\u72ec\u7acb\u5909\u6570\u306e\u9078\u629e\u306f\u3001\u4eba\u624b\u3092\u4ecb\u3055\u305a\u81ea\u52d5\u7684\u306b\u884c\u308f\u308c\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u306a\u304a\u3001\u30b9\u30c6\u30c3\u30d7\u30ef\u30a4\u30ba\u56de\u5e30\u30e2\u30c7\u30ea\u30f3\u30b0\u3067\u306f\u3001\u5909\u6570\u306f<a href=\"https:\/\/www.questionpro.com\/blog\/explanatory-research\/\">\u8aac\u660e<\/a>\u5909\u6570\u306e\u30bb\u30c3\u30c8\u304b\u3089\u8ffd\u52a0\u307e\u305f\u306f\u6e1b\u7b97\u3055\u308c\u308b\u3002 \u63a8\u5b9a\u3055\u308c\u305f\u4fc2\u6570\u306e\u691c\u5b9a\u7d71\u8a08\u91cf\u306b\u5fdc\u3058\u3066\u3001\u8ffd\u52a0\u30fb\u524a\u9664\u3055\u308c\u308b\u5909\u6570\u306e\u30bb\u30c3\u30c8\u304c\u9078\u629e\u3055\u308c\u308b\u3002<\/span><\/p>\n<p><b>\u4f8b  <\/b><span style=\"font-weight: 400;\">\u5e74\u9f62\u3001\u4f53\u91cd\u3001\u4f53\u8868\u9762\u7a4d\u3001\u9ad8\u8840\u5727\u306e\u671f\u9593\u3001\u57fa\u790e\u8108\u62cd\u3001\u30b9\u30c8\u30ec\u30b9\u6307\u6570\u306a\u3069\u3001\u3044\u304f\u3064\u304b\u306e\u72ec\u7acb\u5909\u6570\u304c\u3042\u308a\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u8840\u5727\u3078\u306e\u5f71\u97ff\u3092\u5206\u6790\u3059\u308b\u3068\u3057\u307e\u3059\u3002 \u30b9\u30c6\u30c3\u30d7\u30ef\u30a4\u30ba\u56de\u5e30\u3067\u306f\uff0c\u72ec\u7acb\u5909\u6570\u306e\u6700\u9069\u306a\u30b5\u30d6\u30bb\u30c3\u30c8\u304c\u81ea\u52d5\u7684\u306b\u9078\u629e\u3055\u308c\u308b\uff0e\u305d\u308c\u306f\uff0c\u305d\u308c\u4ee5\u4e0a\u9032\u3080\u305f\u3081\u306b\u5909\u6570\u3092\u9078\u629e\u3057\u306a\u3044\u3053\u3068\u304b\u3089\u59cb\u3081\u308b\u304b\uff08\u4e00\u5ea6\u306b1\u3064\u306e\u5909\u6570\u3092\u8ffd\u52a0\u3059\u308b\u306e\u3067\uff09\uff0c\u30e2\u30c7\u30eb\u5185\u306e\u3059\u3079\u3066\u306e\u5909\u6570\u304b\u3089\u59cb\u3081\u3066\u5f8c\u65b9\u306b\u9032\u3080\uff08\u4e00\u5ea6\u306b1\u3064\u306e\u5909\u6570\u3092\u9664\u53bb\u3059\u308b\uff09\uff0e \u3057\u305f\u304c\u3063\u3066\u3001\u56de\u5e30\u5206\u6790\u3092\u4f7f\u3063\u3066\u3001\u5404\u5909\u6570\u307e\u305f\u306f\u4e00\u7fa4\u306e\u5909\u6570\u304c\u8840\u5727\u306b\u4e0e\u3048\u308b\u5f71\u97ff\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<h3><a id=\"Ridge_Regression_Analysis\" class=\"blankurl\" href=\"#\"><b>\u30ea\u30c3\u30b8\u56de\u5e30\u5206\u6790<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">\u30ea\u30c3\u30b8\u56de\u5e30\u306f\u3001\u591a\u91cd\u5171\u7dda\u6027\u30c7\u30fc\u30bf\uff08\u72ec\u7acb\u5909\u6570\u304c\u9ad8\u3044\u76f8\u95a2\u3092\u6301\u3064\u30c7\u30fc\u30bf\uff09\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306b\u7528\u3044\u3089\u308c\u308b\u901a\u5e38\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u306b\u57fa\u3065\u304f\u3082\u306e\u3067\u3059\u3002 \u5171\u7dda\u6027\u3068\u306f\u3001\u5909\u6570\u306e\u9593\u306b\u76f4\u7dda\u306b\u8fd1\u3044\u95a2\u4fc2\u304c\u3042\u308b\u3053\u3068\u3068\u3057\u3066\u8aac\u660e\u3067\u304d\u308b\u3002 \u591a\u91cd\u5171\u7dda\u6027\u304c\u3042\u308b\u5834\u5408\u3001\u6700\u5c0f\u4e8c\u4e57\u6cd5\u306e\u63a8\u5b9a\u5024\u306f\u4e0d\u504f\u3068\u306a\u308b\u304c\u3001\u4e21\u8005\u306e\u5dee\u304c\u5927\u304d\u3051\u308c\u3070\u3001\u771f\u306e\u5024\u304b\u3089\u5927\u304d\u304f\u96e2\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002 \u3057\u304b\u3057\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u3067\u306f\u3001\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u63a8\u5b9a\u5024\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3092\u52d5\u6a5f\u306b\u3001\u56de\u5e30\u63a8\u5b9a\u5024\u306b\u3042\u308b\u7a0b\u5ea6\u306e\u30d0\u30a4\u30a2\u30b9\u3092\u52a0\u3048\u308b\u3053\u3068\u3067\u6a19\u6e96\u8aa4\u5dee\u3092\u6392\u9664\u3057\u3066\u3044\u308b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u306a\u304a\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u306e\u524d\u63d0\u6761\u4ef6\u306f\u3001\u6700\u5c0f\u4e8c\u4e57\u56de\u5e30\u3068\u540c\u69d8\u3067\u3042\u308a\u3001\u552f\u4e00\u306e\u9055\u3044\u306f\u6b63\u898f\u6027\u3067\u3042\u308b\u3002 \u30ea\u30c3\u30b8\u56de\u5e30\u3067\u306f\u4fc2\u6570\u306e\u5024\u304c\u72ed\u307e\u3063\u3066\u3044\u308b\u304c\u3001\u30bc\u30ed\u306b\u306a\u308b\u3053\u3068\u306f\u306a\u304f\u3001\u5909\u6570\u306e\u9078\u629e\u304c\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u308b\u3002<\/span><\/p>\n<p><b>\u4f8b<\/b><span style=\"font-weight: 400;\"> \u4f8b\u3048\u3070\u3001\u3042\u306a\u305f\u304c\u8fd1\u304f\u306e\u30a4\u30d9\u30f3\u30c8\u3067\u30e9\u30a4\u30d6\u3092\u3059\u308b2\u4eba\u306e\u30ae\u30bf\u30ea\u30b9\u30c8\u306b\u5922\u4e2d\u306b\u306a\u3063\u3066\u3001\u3069\u3061\u3089\u304c\u3088\u308a\u512a\u308c\u305f\u30ae\u30bf\u30ea\u30b9\u30c8\u306a\u306e\u304b\u3092\u77e5\u308b\u305f\u3081\u306b\u3001\u5f7c\u3089\u306e\u6f14\u594f\u3092\u898b\u306b\u884c\u3063\u305f\u3068\u3057\u307e\u3059\u3002 \u3057\u304b\u3057\u3001\u3044\u3056\u6f14\u594f\u304c\u59cb\u307e\u308b\u3068\u3001\u4e21\u8005\u304c\u540c\u6642\u306b\u9ed2\u97f3\u7b26\u3068\u9752\u97f3\u7b26\u3092\u5f3e\u3044\u3066\u3044\u308b\u3053\u3068\u306b\u6c17\u304c\u3064\u304f\u3002 \u5927\u97f3\u91cf\u3067\u901f\u5f3e\u304d\u3057\u305f\u3068\u304d\u306b\u3001\u305d\u306e\u4e2d\u3067\u6700\u3082\u97f3\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u30ae\u30bf\u30ea\u30b9\u30c8\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u306f\u53ef\u80fd\u306a\u306e\u3067\u3057\u3087\u3046\u304b\uff1f \u4e21\u8005\u304c\u7570\u306a\u308b\u97f3\u3092\u594f\u3067\u3066\u3044\u308b\u305f\u3081\u3001\u4e21\u8005\u3092\u533a\u5225\u3059\u308b\u3053\u3068\u306f\u5b9f\u8cea\u7684\u306b\u56f0\u96e3\u3067\u3042\u308a\u3001\u591a\u91cd\u5171\u7dda\u6027\u306e\u6700\u305f\u308b\u3082\u306e\u3067\u3001\u305d\u306e\u7d50\u679c\u3001\u4fc2\u6570\u306e\u6a19\u6e96\u8aa4\u5dee\u3092\u5897\u5927\u3055\u305b\u308b\u50be\u5411\u304c\u3042\u308b\u3002 \u30ea\u30c3\u30b8\u56de\u5e30\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u5834\u5408\u306e\u591a\u91cd\u5171\u7dda\u6027\u306b\u5bfe\u5fdc\u3057\u3001\u30d0\u30a4\u30a2\u30b9\u3084\u7e2e\u7d04\u63a8\u5b9a\u3092\u542b\u3081\u3066\u7d50\u679c\u3092\u5c0e\u51fa\u3059\u308b\u3002<\/span><\/p>\n<h3><a id=\"Lasso_Regression_Analysis\" class=\"blankurl\" href=\"#\"><b>\u30e9\u30c3\u30bd\u30fc\u56de\u5e30\u5206\u6790<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">Lasso (Least Absolute Shrinkage and Selection Operator) \u306f\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u3068\u4f3c\u3066\u3044\u307e\u3059\u304c\u3001\u30ea\u30c3\u30b8\u56de\u5e30\u3067\u4f7f\u7528\u3059\u308b\u4e8c\u4e57\u30d0\u30a4\u30a2\u30b9\u306e\u4ee3\u308f\u308a\u306b\u7d76\u5bfe\u5024\u30d0\u30a4\u30a2\u30b9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 1989\u5e74\u306b\u5f93\u6765\u306e\u6700\u5c0f\u4e8c\u4e57\u6cd5\u306b\u3088\u308b\u63a8\u5b9a\u306b\u4ee3\u308f\u308b\u624b\u6cd5\u3068\u3057\u3066\u958b\u767a\u3055\u308c\u3001\u30c7\u30fc\u30bf\u306b\u591a\u6570\u306e\u72ec\u7acb\u5909\u6570\u304c\u3042\u308b\u5834\u5408\u306e\u30aa\u30fc\u30d0\u30fc\u30d5\u30a3\u30c3\u30c6\u30a3\u30f3\u30b0\u306b\u95a2\u9023\u3059\u308b\u554f\u984c\u306e\u5927\u534a\u3092\u89e3\u6c7a\u3059\u308b\u3053\u3068\u3092\u610f\u56f3\u3057\u3066\u3044\u307e\u3059\u3002 Lasso\u306f\u3001\u5909\u6570\u306e\u9078\u629e\u3068\u30bd\u30d5\u30c8\u306a\u95be\u5024\u306b\u6cbf\u3063\u305f\u6b63\u5247\u5316\u306e\u4e21\u65b9\u3092\u884c\u3046\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002 \u30e9\u30c3\u30bd\u56de\u5e30\u3092\u9069\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5b9a\u91cf\u7684\u306a\u53cd\u5fdc\u3092\u5206\u6790\u3059\u308b\u969b\u306b\u3001\u4e88\u6e2c\u8aa4\u5dee\u3092\u6700\u5c0f\u5316\u3059\u308b\u305f\u3081\u306e\u4e88\u6e2c\u5909\u6570\u306e\u90e8\u5206\u96c6\u5408\u3092\u5bb9\u6613\u306b\u5c0e\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u306a\u304a\u3001\u30e9\u30c3\u30bd\u30fc\u30e2\u30c7\u30eb\u3067\u306f\u3001\u7e2e\u5c0f\u5f8c\u306b\u30bc\u30ed\u306b\u306a\u3063\u305f\u56de\u5e30\u4fc2\u6570\u306f\u30e2\u30c7\u30eb\u304b\u3089\u9664\u5916\u3055\u308c\u308b\u3002 \u9006\u306b\u30010\u3088\u308a\u5927\u304d\u306a\u5024\u3092\u6301\u3064\u56de\u5e30\u4fc2\u6570\u306f\u3001\u8aac\u660e\u5909\u6570\u304c\u5b9a\u91cf\u7684\u3001\u30ab\u30c6\u30b4\u30ea\u30fc\u7684\u3001\u307e\u305f\u306f\u305d\u306e\u4e21\u65b9\u3067\u3042\u308b\u5834\u5408\u3001\u5fdc\u7b54\u5909\u6570\u3068\u5f37\u304f\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><b>\u4f8b<\/b><span style=\"font-weight: 400;\"> \u3042\u308b\u81ea\u52d5\u8eca\u30e1\u30fc\u30ab\u30fc\u304c\u3001\u7c73\u56fd\u306b\u304a\u3051\u308b\u81ea\u52d5\u8eca\u306e\u5e73\u5747\u71c3\u8cbb\u306b\u3064\u3044\u3066\u8abf\u67fb\u5206\u6790\u3092\u884c\u3044\u305f\u3044\u3068\u3057\u307e\u3059\u3002 \u30b5\u30f3\u30d7\u30eb\u3068\u3057\u3066\u300132\u306e\u8eca\u7a2e\u3068\u81ea\u52d5\u8eca\u8a2d\u8a08\u306e10\u306e\u7279\u5fb4\uff08\u30b7\u30ea\u30f3\u30c0\u30fc\u6570\u3001\u6392\u6c17\u91cf\u3001\u7dcf\u99ac\u529b\u3001\u5f8c\u8ef8\u6bd4\u3001\u91cd\u91cf\u30011\/4\u30de\u30a4\u30eb\u30bf\u30a4\u30e0\u3001\u5bfe\u30a8\u30f3\u30b8\u30f3\u3001\u30c8\u30e9\u30f3\u30b9\u30df\u30c3\u30b7\u30e7\u30f3\u3001\u30ae\u30a2\u6570\u3001\u30ad\u30e3\u30d6\u30ec\u30bf\u30fc\u6570\uff09\u304c\u9078\u3070\u308c\u307e\u3057\u305f\u3002 \u5fdc\u7b54\u5909\u6570mpg\uff08miles per gallon\uff09\u306e\u76f8\u95a2\u304c\u3001\u91cd\u91cf\u3001\u6392\u6c17\u91cf\u3001\u30b7\u30ea\u30f3\u30c0\u30fc\u6570\u3001\u99ac\u529b\u306a\u3069\u306e\u3044\u304f\u3064\u304b\u306e\u5909\u6570\u3068\u975e\u5e38\u306b\u76f8\u95a2\u304c\u3042\u308b\u3053\u3068\u304c\u304a\u308f\u304b\u308a\u3044\u305f\u3060\u3051\u308b\u3068\u601d\u3044\u307e\u3059\u3002 \u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u554f\u984c\u3092\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002  <\/span><i><br \/>\n  <span style=\"font-weight: 400;\">glmnet <\/span><br \/>\n<\/i><span style=\"font-weight: 400;\">\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u3001\u7279\u5fb4\u9078\u629e\u306b\u306flasso\u56de\u5e30\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002 <\/span> <\/p>\n<h3><a id=\"Elastic_Net_Regression_Analysis\" class=\"blankurl\" href=\"#\"><b>\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30fb\u30cd\u30c3\u30c8\u56de\u5e30\u5206\u6790<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">L1\u30ce\u30eb\u30e0\u3068L2\u30ce\u30eb\u30e0\u3067\u5b66\u7fd2\u3057\u305f\u30ea\u30c3\u30b8\u56de\u5e30\u30e2\u30c7\u30eb\u3068\u30e9\u30c3\u30bd\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u6df7\u5408\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002 \u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30cd\u30c3\u30c8\u306f\u3001\u76f8\u95a2\u306e\u5f37\u3044\u4e88\u6e2c\u5909\u6570\u304c\u4e00\u7dd2\u306b\u30e2\u30c7\u30eb\u306b\u5165\u3063\u305f\u308a\u51fa\u305f\u308a\u3059\u308b\u50be\u5411\u304c\u3042\u308b\u30b0\u30eb\u30fc\u30d7\u5316\u52b9\u679c\u3092\u3082\u305f\u3089\u3059\u3002 \u4e88\u6e2c\u5909\u6570\u306e\u6570\u304c\u89b3\u6e2c\u5024\u306e\u6570\u3088\u308a\u306f\u308b\u304b\u306b\u591a\u3044\u5834\u5408\u3001\u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30fb\u30cd\u30c3\u30c8\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u306a\u304a\u3001elastic net\u56de\u5e30\u30e2\u30c7\u30eb\u306f\u3001lasso\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u5909\u6570\u90e8\u5206\u304c\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3057\u3059\u304e\u3066\u4e0d\u5b89\u5b9a\u306b\u306a\u3063\u305f\u305f\u3081\u3001lasso\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u3057\u3066\u8a95\u751f\u3057\u305f\u3002 \u30a8\u30e9\u30b9\u30c6\u30a3\u30c3\u30af\u30cd\u30c3\u30c8\u56de\u5e30\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u7d71\u8a08\u5b66\u8005\u306f\u30ea\u30c3\u30b8\u56de\u5e30\u3068\u30e9\u30c3\u30bd\u56de\u5e30\u306e\u30da\u30ca\u30eb\u30c6\u30a3\u3092\u30aa\u30fc\u30d0\u30fc\u30d6\u30ea\u30c3\u30b8\u3057\u3066\u3001\u4e21\u65b9\u306e\u30e2\u30c7\u30eb\u304b\u3089\u30d9\u30b9\u30c8\u306a\u3082\u306e\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/span><\/p>\n<p><b>\u4f8b<\/b> <span style=\"font-weight: 400;\">\u767d\u8840\u75c5\u306b\u95a2\u3059\u308b\u30de\u30a4\u30af\u30ed\u30a2\u30ec\u30a4\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08LEU\uff09\u3092\u5165\u624b\u3057\u305f\u81e8\u5e8a\u7814\u7a76\u30c1\u30fc\u30e0\u306f\u3001\u63d0\u793a\u3055\u308c\u305f\u907a\u4f1d\u5b50\u30b5\u30f3\u30d7\u30eb\u306e\u767a\u73fe\u30ec\u30d9\u30eb\u306b\u57fa\u3065\u304d\u3001\u767d\u8840\u75c5\u306e\u7a2e\u985e\u3092\u4e88\u6e2c\u3059\u308b\u8a3a\u65ad\u30eb\u30fc\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306b\u95a2\u5fc3\u3092\u6301\u3063\u305f\u3002 \u5f7c\u3089\u304c\u6301\u3063\u3066\u3044\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u591a\u6570\u306e\u907a\u4f1d\u5b50\u3068\u5c11\u6570\u306e\u30b5\u30f3\u30d7\u30eb\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002 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\u305d\u3057\u3066\u3001\u5fc5\u8981\u306a\u7d50\u679c\u3092\u5f97\u308b\u305f\u3081\u306b\u3001\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4e88\u6e2c\u5024\u306e\u5e73\u5747\u4e8c\u4e57\u8aa4\u5dee\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u3067\u3001\u305d\u308c\u3089\u306e\u624b\u6cd5\u306e\u6027\u80fd\u3092\u6bd4\u8f03\u3057\u305f\u3002<\/span><\/p>\n<h3><a id=\"Use_of_regression_analysis_in market_research\" class=\"blankurl\" href=\"#\"><b>\u5e02\u5834\u8abf\u67fb\u3067\u306e\u6d3b\u7528<\/b><\/a><\/h3>\n<p><span style=\"font-weight: 400;\">\u5927\u304d\u304f3\u3064\u306e\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306b\u7740\u76ee\u3057\u3066\u5e02\u5834\u8abf\u67fb\u3092\u5b9f\u65bd\u3002 <\/span><a href=\"https:\/\/www.questionpro.com\/customer-satisfaction.html\"><br \/>\n  <span style=\"font-weight: 400;\">\u9867\u5ba2\u6e80\u8db3\u5ea6<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">\u30ab\u30b9\u30bf\u30de\u30fc\u30fb\u30ed\u30a4\u30e4\u30ea\u30c6\u30a3\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30fb\u30a2\u30c9\u30dc\u30ab\u30b7\u30fc\u306e3\u3064\u3067\u3059\u3002 \u3053\u308c\u3089\u306e\u30de\u30c8\u30ea\u30c3\u30af\u30b9\u306f\u3001\u9867\u5ba2\u306e\u5065\u5eb7\u72b6\u614b\u3084\u610f\u5411\u3092\u77e5\u308b\u3053\u3068\u306f\u3067\u304d\u3066\u3082\u3001\u30dd\u30b8\u30b7\u30e7\u30f3\u3092\u6539\u5584\u3059\u308b\u65b9\u6cd5\u3092\u77e5\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u3053\u3068\u3092\u5fd8\u308c\u3066\u306f\u306a\u3089\u306a\u3044\u3002 \u3057\u305f\u304c\u3063\u3066\u3001\u6d88\u8cbb\u8005\u306e\u4e0d\u6e80\u306e\u7406\u7531\u3092\u5c0b\u306d\u308b\u3053\u3068\u3092\u610f\u56f3\u3057\u305f\u8a73\u7d30\u306a\u8abf\u67fb<a href=\"https:\/\/www.questionpro.com\/blog\/what-is-a-questionnaire\/\">\u30a2\u30f3\u30b1\u30fc\u30c8\u306f<\/a>\u3001\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306e\u65b9\u6cd5\u3067\u3042\u308b\u3053\u3068\u306f\u9593\u9055\u3044\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u3057\u304b\u3057\u3001\u4eba\u306f\u81ea\u5206\u306e\u3084\u308b\u6c17\u3084\u3084\u308b\u6c17\u3092\u51fa\u3057\u305f\u308a\u3001\u6e80\u8db3\u5ea6\u3084\u4e0d\u6e80\u8db3\u5ea6\u3092\u8868\u73fe\u3059\u308b\u306e\u306b\u82e6\u52b4\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3053\u3068\u304c\u5206\u304b\u3063\u3066\u3044\u307e\u3059\u3002 \u3055\u3089\u306b\u3001\u4eba\u3005\u306f\u5e38\u306b\u4fa1\u683c\u3084\u30d1\u30c3\u30b1\u30fc\u30b8\u306a\u3069\u3001\u3044\u304f\u3064\u304b\u306e\u5408\u7406\u7684\u306a\u8981\u7d20\u3092\u904e\u5ea6\u306b\u91cd\u8996\u3057\u307e\u3059\u3002 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href=\"https:\/\/www.questionpro.com\/article\/market-research-surveys-guide.html\">\u5e02\u5834<\/a>\u8abf\u67fb\u3092\u5b9f\u65bd\u3057\u305f\u3002 \u3082\u3061\u308d\u3093\u3001\u4e88\u6e2c\u3055\u308c\u308b\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6307\u6a19\u3092\u8003\u616e\u3057\u305f\u56de\u5e30\u5206\u6790\u306b\u3088\u3063\u3066\u3001\u5c06\u6765\u306e\u56db\u534a\u671f\u3001\u3055\u3089\u306b\u306f\u5c06\u6765\u306e\u5e74\u306b\u751f\u307f\u51fa\u3055\u308c\u308b\u3067\u3042\u308d\u3046\u66ab\u5b9a\u7684\u306a\u53ce\u76ca\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3002 \u3057\u304b\u3057\u3001\u5c06\u6765\u7684\u306b\u9032\u3081\u3070\u9032\u3080\u307b\u3069\u3001\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u304c\u4f4e\u304f\u306a\u308a\u3001\u8aa4\u5dee\u304c\u5927\u304d\u304f\u306a\u308a\u307e\u3059\u3002  <\/span><\/p>\n<p><b>\u4f8b<\/b><span style=\"font-weight: 400;\"> \u3042\u308b\u6d44\u6c34\u5668\u30e1\u30fc\u30ab\u30fc\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u306e\u597d\u611f\u5ea6\u306b\u3064\u306a\u304c\u308b\u8981\u56e0\u3092\u628a\u63e1\u3057\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3057\u305f\u3002 \u30a2\u30f3\u30b1\u30fc\u30c8\u306f\u3001\u65e2\u5b58\u9867\u5ba2\u3084\u898b\u8fbc\u307f\u5ba2\u306b\u30a2\u30d7\u30ed\u30fc\u30c1\u3059\u308b\u305f\u3081\u306e\u6700\u9069\u306a\u30e1\u30c7\u30a3\u30a2\u3067\u3057\u305f\u3002 \u5927\u898f\u6a21\u306a\u6d88\u8cbb\u8005\u8abf\u67fb\u3092\u8a08\u753b\u3057\u3001\u6700\u9069\u306a<a href=\"https:\/\/www.questionpro.com\/tour\/\">\u8abf\u67fb<\/a>\u30c4\u30fc\u30eb\u3092\u7528\u3044\u3066\u63a7\u3048\u3081\u306a\u30a2\u30f3\u30b1\u30fc\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002 \u3053\u306e\u8abf\u67fb\u3067\u306f\u3001\u30d6\u30e9\u30f3\u30c9\u3001\u597d\u611f\u5ea6\u3001\u6e80\u8db3\u5ea6\u3001\u4e0d\u6e80\u8db3\u5ea6\u306a\u3069\u306b\u95a2\u3059\u308b\u591a\u304f\u306e\u8cea\u554f\u304c\u52b9\u679c\u7684\u306b\u884c\u308f\u308c\u307e\u3057\u305f\u3002 \u30a2\u30f3\u30b1\u30fc\u30c8\u3067\u6700\u9069\u306a\u56de\u7b54\u3092\u5f97\u305f\u5f8c\u3001\u56de\u5e30\u5206\u6790\u306b\u3088\u308a\u30d6\u30e9\u30f3\u30c9\u597d\u611f\u5ea6\u306e\u8981\u56e0\u4e0a\u4f4d10\u9805\u76ee\u3092\u7d5e\u308a\u8fbc\u307f\u307e\u3057\u305f\u3002 \u4e0b\u306e\u753b\u50cf\u306b\u3042\u308b10\u500b\u306e\u5c5e\u6027\u306f\u3059\u3079\u3066\u3001\u305d\u306e\u6d44\u6c34\u5668\u30d6\u30e9\u30f3\u30c9\u306e\u597d\u611f\u5ea6\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u91cd\u8981\u306a\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u304c\u3001\u4f55\u3089\u304b\u306e\u5f62\u3067\u5f37\u8abf\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-69064 aligncenter\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2019\/03\/Regression-Analysis-in-Market-Research-1.png\" alt=\"\u5e02\u5834\u8abf\u67fb\u306b\u304a\u3051\u308b\u56de\u5e30\u5206\u6790\" width=\"800\" height=\"423\"><\/p>\n<p><a id=\"How_regression_analysis_derives_insights_from_surveys\" class=\"blankurl\" href=\"#\"><b>\u56de\u5e30\u5206\u6790\u304c\u8abf\u67fb\u304b\u3089\u5c0e\u304d\u51fa\u3059\u6d1e\u5bdf<\/b><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Excel\u3084SPSS\u3092\u4f7f\u3063\u3066\u56de\u5e30\u5206\u6790\u3092\u884c\u3046\u306e\u306f\u7c21\u5358\u3067\u3059\u304c\u3001\u305d\u306e\u4e00\u65b9\u3067\u3001\u30c7\u30fc\u30bf\u3092\u89e3\u91c8\u3059\u308b\u4e0a\u30674\u3064\u306e\u6570\u5b57\u306e\u91cd\u8981\u6027\u3092\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\n<h4><b>4\u3064\u306e\u6570\u5024\u306e\u3046\u3061\u3001\u6700\u521d\u306e2\u3064\u306e\u6570\u5024\u306f\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u306b\u76f4\u63a5\u95a2\u4fc2\u3059\u308b\u3002<\/b><\/h4>\n<p><i>F\u5024\u3002<\/i>\u8abf\u67fb\u30e2\u30c7\u30eb\u306e\u7d71\u8a08\u7684\u6709\u610f\u6027\u3092\u6e2c\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u3002 F\u5024\u304c0.05\u3088\u308a\u6709\u610f\u306b\u5c0f\u3055\u3044\u5834\u5408\u306f\u3001\u3088\u308a\u610f\u5473\u306e\u3042\u308b\u5024\u3068\u307f\u306a\u3055\u308c\u308b\u3053\u3068\u3092\u899a\u3048\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002 0.05 \u4ee5\u4e0b\u306e F-Value \u306f\u3001\u8abf\u67fb\u5206\u6790\u306e\u7d50\u679c\u304c\u5076\u7136\u306e\u3082\u306e\u3067\u306f\u306a\u3044\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">R-2\u4e57\u3002\u72ec\u7acb\u5909\u6570\u304c\u5f93\u5c5e\u5909\u6570\u306e\u79fb\u52d5\u91cf\u3092\u8aac\u660e\u3057\u3088\u3046\u3068\u3059\u308b\u5024\u3067\u3042\u308b\u3002 R2\u4e57\u306e\u5024\u304c0.7\u3067\u3042\u308b\u3068\u8003\u3048\u308b\u3068\u3001\u3053\u308c\u306f\u5f93\u5c5e\u5909\u6570\u306e\u52d5\u304d\u306e70\uff05\u304c\u30c6\u30b9\u30c8\u3055\u308c\u305f\u72ec\u7acb\u5909\u6570\u3067\u8aac\u660e\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002 \u3064\u307e\u308a\u3001\u79c1\u305f\u3061\u304c\u624b\u306b\u3059\u308b\u8abf\u67fb\u5206\u6790\u306e\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306f\u3001\u9ad8\u3044\u4e88\u6e2c\u6027\u3092\u6301\u3061\u3001\u6b63\u78ba\u3067\u3042\u308b\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/span><\/li>\n<\/ul>\n<h4><b>\u4ed6\u306e2\u3064\u306e\u6570\u5024\u306f\u3001\u56de\u5e30\u5206\u6790\u3092\u89e3\u91c8\u3059\u308b\u969b\u306b\u3001\u305d\u308c\u305e\u308c\u306e\u72ec\u7acb\u5909\u6570\u306b\u95a2\u9023\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002<\/b><\/h4>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">P-Value\uff08\u30d4\u30fc\u30d0\u30ea\u30e5\u30fc\uff09\u3002F\u5024\u3068\u540c\u69d8\u306b\u3001P\u5024\u3082\u7d71\u8a08\u7684\u306b\u91cd\u8981\u306a\u610f\u5473\u3092\u6301\u3064\u3002 \u3055\u3089\u306b\u3053\u3053\u3067\u306f\u3001\u72ec\u7acb\u5909\u6570\u306e\u52b9\u679c\u304c\u3069\u306e\u7a0b\u5ea6\u95a2\u9023\u6027\u304c\u3042\u308a\u3001\u7d71\u8a08\u7684\u306b\u6709\u610f\u3067\u3042\u308b\u304b\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u3082\u3046\u4e00\u5ea6\u30010.05\u4ee5\u4e0b\u306e\u5024\u3092\u6c42\u3081\u307e\u3059\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">4\u756a\u76ee\u306e\u6570\u5b57\u306f\u3001\u5909\u6570\u306e\u5f71\u97ff\u3092\u6e2c\u5b9a\u3057\u305f\u5f8c\u306b\u9054\u6210\u3055\u308c\u305f\u4fc2\u6570\u306b\u95a2\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u3002 \u4f8b\u3048\u3070\u3001\u8907\u6570\u306e\u72ec\u7acb\u5909\u6570\u3092\u691c\u5b9a\u3057\u3066\u3001\u300c\u4ed6\u306e\u72ec\u7acb\u5909\u6570\u304c\u540c\u3058\u5024\u3067\u505c\u6ede\u3057\u3066\u3044\u308b\u3068\u304d\u306b\u3001\u72ec\u7acb\u5909\u6570\uff08\u6211\u3005\u304c\u691c\u8a0e\u3057\u3066\u3044\u308b\u5909\u6570\uff09\u304c1\u3064\u5897\u3048\u305f\u3089\u3001\u5f93\u5c5e\u5909\u6570\u306f\u4f55\u500d\u306b\u306a\u308b\u3068\u4e88\u60f3\u3055\u308c\u308b\u304b\u300d\u3092\u793a\u3059\u4fc2\u6570\u3092\u5f97\u307e\u3059\u3002 \u3044\u304f\u3064\u304b\u306e\u30b1\u30fc\u30b9\u3067\u306f\u3001\u5358\u7d14\u306a\u4fc2\u6570\u306f\u3001\u5404\u72ec\u7acb\u5909\u6570\u304c\u5f93\u5c5e\u5909\u6570\u3092\u52d5\u304b\u3059\u3001\u307e\u305f\u306f\u5909\u5316\u3092\u3082\u305f\u3089\u3059\u3053\u3068\u3078\u306e\u5bc4\u4e0e\u3092\u793a\u3059\u6a19\u6e96\u5316\u3055\u308c\u305f\u4fc2\u6570\u306b\u7f6e\u304d\u63db\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/li>\n<\/ul>\n<p style=\"text-align: center;\"><a class=\"square-cta secondary-lined-cta\" href=\"https:\/\/questionpro.com\/a\/showEntry.do?sourceRef=blog\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>\u7121\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u4f5c\u6210<\/strong><\/a><\/p>\n<h3><a id=\"Advantages_of_using_regression_analysis_in_an_online_survey\" class=\"blankurl\" href=\"#\"><b>\u30aa\u30f3\u30e9\u30a4\u30f3\u8abf\u67fb\u3067\u56de\u5e30\u5206\u6790\u3092\u4f7f\u7528\u3059\u308b\u30e1\u30ea\u30c3\u30c8<\/b><\/a><\/h3>\n<h4><a id=\"Get_access_to_predictive_analytics\" class=\"blankurl\" href=\"#\"><b>\u4e88\u6e2c\u5206\u6790\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/b><\/a><\/h4>\n<p><span style=\"font-weight: 400;\">\u56de\u5e30\u5206\u6790\u3092\u4f7f\u3063\u3066\u3001\u30d3\u30b8\u30cd\u30b9\u30fb\u30b5\u30fc\u30d9\u30a4\u306e\u7d50\u679c\u3092\u628a\u63e1\u3059\u308b\u65b9\u6cd5\u3092\u3054\u5b58\u77e5\u3067\u3059\u304b\uff1f <\/span><a href=\"https:\/\/www.questionpro.com\/survey-templates\/business-survey-questions\/\"><br \/>\n  <span style=\"font-weight: 400;\">\u30d3\u30b8\u30cd\u30b9\u30fb\u30b5\u30fc\u30d9\u30a4<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\">\u5c06\u6765\u306e\u30c1\u30e3\u30f3\u30b9\u3068\u30ea\u30b9\u30af\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u529b\u3092\u624b\u306b\u5165\u308c\u305f\u3088\u3046\u306a\u3082\u306e\u3060\u3068\u601d\u3044\u307e\u305b\u3093\u304b\uff1f<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u3048\u3070\u3001\u3042\u308b\u30c6\u30ec\u30d3\u5e83\u544a\u306e\u67a0\u3092\u898b\u305f\u5f8c\u3001\u305d\u306e\u30c7\u30fc\u30bf\u304b\u3089\u6b63\u78ba\u306a\u4f01\u696d\u6570\u3092\u4e88\u6e2c\u3057\u3001\u305d\u306e\u67a0\u306e\u6700\u5927\u5165\u672d\u984d\u3092\u63a8\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 \u91d1\u878d\u30fb\u4fdd\u967a\u696d\u754c\u3067\u306f\u3001\u3088\u308a\u6b63\u78ba\u306a\u8a08\u753b\u3084\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306b\u3001\u8abf\u67fb\u30c7\u30fc\u30bf\u306e\u56de\u5e30\u5206\u6790\u306b\u3088\u308b\u50be\u5411\u3084\u6a5f\u4f1a\u306e\u7279\u5b9a\u306b\u591a\u304f\u3092\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<h4><a id=\"Enhance_operational_efficiency\" class=\"blankurl\" href=\"#\"><b>\u696d\u52d9\u52b9\u7387\u306e\u5411\u4e0a<\/b><\/a><\/h4>\n<p><span style=\"font-weight: 400;\">\u30d3\u30b8\u30cd\u30b9\u3067\u306f\u3001\u56de\u5e30\u5206\u6790\u3092\u4f7f\u3063\u3066\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u3092\u6700\u9069\u5316\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u3054\u5b58\u77e5\u3067\u3057\u3087\u3046\u304b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u3048\u3070\u3001\u65b0\u3057\u3044\u88fd\u54c1\u30e9\u30a4\u30f3\u3092\u767a\u58f2\u3059\u308b\u524d\u306b\u3001\u4f01\u696d\u306f\u6d88\u8cbb\u8005\u8abf\u67fb\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002 <\/span><a href=\"https:\/\/www.questionpro.com\/blog\/consumer-survey\/\"><br \/>\n  <span style=\"font-weight: 400;\">\u6d88\u8cbb\u8005\u8abf\u67fb<\/span><br \/>\n<\/a><span style=\"font-weight: 400;\"> \u305d\u306e\u88fd\u54c1\u306e\u751f\u7523\u3001\u5305\u88c5\u3001\u6d41\u901a\u3001\u6d88\u8cbb\u306b\u53ca\u307c\u3059\u3055\u307e\u3056\u307e\u306a\u5f71\u97ff\u3092\u3088\u308a\u3088\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002 \u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u5148\u898b\u6027\u306f\u3001\u610f\u601d\u6c7a\u5b9a\u304b\u3089\u5f53\u3066\u63a8\u91cf\u3084\u4eee\u8aac\u3001\u793e\u5185\u653f\u6cbb\u3092\u6392\u9664\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u696d\u52d9\u52b9\u7387\u3068\u53ce\u76ca\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u5206\u91ce\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u826f\u3044\u30d3\u30b8\u30cd\u30b9\u306e\u6700\u9069\u5316\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/span><\/p>\n<h4><a id=\"Quantitative_support_for_decision_making\" class=\"blankurl\" href=\"#\"><b>\u610f\u601d\u6c7a\u5b9a\u3092\u5b9a\u91cf\u7684\u306b\u652f\u63f4\u3059\u308b\u3002<\/b><\/a><\/h4>\n<p><span style=\"font-weight: 400;\">\u30d3\u30b8\u30cd\u30b9\u8abf\u67fb<\/span><span style=\"font-weight: 400;\">\u73fe\u4ee3\u306f\u3001\u8ca1\u52d9\u3001\u53ce\u76ca\u3001\u7d4c\u55b6\u3001\u8cfc\u8cb7\u306a\u3069\u306b\u95a2\u3059\u308b\u591a\u304f\u306e\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u3001\u7d4c\u55b6\u8005\u306f\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u5206\u6790\u30e2\u30c7\u30eb\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f8b\u3048\u3070\u3001\u56de\u5e30\u5206\u6790\u3067\u306f\u3001\u4f01\u696d\u304c\u5341\u5206\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u6226\u7565\u7684\u306a\u4eba\u54e1\u914d\u7f6e\u3092\u6c7a\u5b9a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 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