{"id":12279,"date":"2023-07-25T09:07:15","date_gmt":"2023-07-25T09:07:15","guid":{"rendered":"https:\/\/grafiti.com\/%e3%82%b7%e3%82%b9%e3%82%bf%e3%83%83%e3%83%88\/%e3%82%b7%e3%82%b9%e3%82%bf%e3%83%83%e3%83%88%e4%bf%a1%e9%a0%bc%e5%b8%af\/"},"modified":"2024-01-13T07:16:15","modified_gmt":"2024-01-13T07:16:15","slug":"%e3%82%b7%e3%82%b9%e3%82%bf%e3%83%83%e3%83%88%e4%bf%a1%e9%a0%bc%e5%b8%af","status":"publish","type":"page","link":"https:\/\/grafiti.com\/ja\/%e3%82%b7%e3%82%b9%e3%82%bf%e3%83%83%e3%83%88\/%e3%82%b7%e3%82%b9%e3%82%bf%e3%83%83%e3%83%88%e4%bf%a1%e9%a0%bc%e5%b8%af\/","title":{"rendered":"\u30b7\u30b9\u30bf\u30c3\u30c8\u4fe1\u983c\u5e2f"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"12279\" class=\"elementor elementor-12279 elementor-763\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9e20166 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9e20166\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6819088\" data-id=\"6819088\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f7f95f elementor-widget elementor-widget-heading\" data-id=\"0f7f95f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u30a4\u30f3\u30d4\u30af\u30bd\u30f3<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-99eeb71 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"99eeb71\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b152ef1\" data-id=\"b152ef1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-14d4bc8 elementor-widget elementor-widget-heading\" data-id=\"14d4bc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u30b3\u30f3\u30d5\u30a3\u30c7\u30f3\u30b9\u30d0\u30f3\u30c9\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33f0263 elementor-widget elementor-widget-heading\" data-id=\"33f0263\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4fe1\u983c\u533a\u9593\u3068\u4fe1\u983c\u5e2f\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19658b3 elementor-widget elementor-widget-heading\" data-id=\"19658b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u57fa\u672c\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-943cb4f elementor-widget elementor-widget-text-editor\" data-id=\"943cb4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e882b2 elementor-widget elementor-widget-text-editor\" data-id=\"4e882b2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/SYSTAT_(software)\">SYSTAT\u3067<\/a>\u7dda\u5f62\u30e2\u30c7\u30eb\u306e\u4fe1\u983c\u533a\u9593\u3092\u6c42\u3081\u308b\u65b9\u6cd5\u3092\u5c0b\u306d\u3089\u308c\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002 \u5b9f\u306f\u305d\u308c\u307b\u3069\u96e3\u3057\u304f\u306f\u306a\u3044\u306e\u3067\u3001\u3053\u3053\u3067\u305d\u306e\u30c6\u30af\u30cb\u30c3\u30af\u3092\u304a\u3055\u3089\u3044\u3057\u3066\u304a\u3053\u3046\u3002 \u3057\u304b\u3057\u305d\u306e\u524d\u306b\u3001\u7dda\u5f62\u30e2\u30c7\u30eb\u306e\u4fe1\u983c\u533a\u9593\u306e\u57fa\u672c\u7684\u306a\u8003\u3048\u65b9\u3092\u5fa9\u7fd2\u3057\u3066\u304a\u3053\u3046\u3002<\/p>\n<p>\u307e\u305a\u3001Y\u3092\u5909\u6570X\u306b\u7dda\u5f62\u56de\u5e30\u3055\u305b\u305f\u5834\u5408\u3001X\u306e\u3042\u308b\u5024\u306b\u5bfe\u3057\u3066\u3001Y\u306e\u5024\u306fY=aX+b+e\u3067\u4e0e\u3048\u3089\u308c\u3001e\u306f &#8220;\u30ce\u30a4\u30ba\u9805 &#8220;\u3067\u3042\u308b\u3002<\/p>\n<p>\u30ce\u30a4\u30ba\u9805\u306f\u901a\u5e38\u3001\u5e73\u57470\u3001\u5206\u6563s^2\u306e\u6b63\u898f\u5206\u5e03\u3068\u4eee\u5b9a\u3055\u308c\u308b\u3002 \u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b3\u30c4\u306f\u3001a\u3068b\u3092\u63a8\u5b9a\u3057\u3001s^2\u306e\u63a8\u5b9a\u5024\u3092\u7528\u3044\u3066\u305d\u308c\u3089\u306e\u63a8\u5b9a\u5024\u304b\u3089\u63a8\u8ad6\u3092\u884c\u3046\u3053\u3068\u3067\u3042\u308b\u3002<\/p>\n<p>\u4e0a\u306e\u5f0f\u306b\u3088\u308c\u3070\u3001X\u306b\u304a\u3051\u308bY\u306e\u5e73\u5747\u306faX+b\u3067\u3042\u308b\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u3001a\u3068b\u306e &#8220;\u771f\u306e &#8220;\u5024\u3092\u77e5\u308b\u3053\u3068\u306f\u306a\u304f\u3001\u308f\u304b\u308b\u306e\u306f\u63a8\u5b9a\u5024\u3060\u3051\u3067\u3042\u308b\u3002 \u3057\u305f\u304c\u3063\u3066\u3001Y\u306e\u771f\u306e\u5e73\u5747\u304c\u767a\u751f\u3059\u308b\u3068\u6bd4\u8f03\u7684\u78ba\u4fe1\u3067\u304d\u308b\u533a\u9593\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u9069\u5207\u3067\u3042\u308b\u3002<\/p>\n<p>\u3053\u306e\u9593\u9694\u306e\u8a08\u7b97\u306b\u306f\u975e\u5e38\u306b\u9762\u5012\u306a\u516c\u5f0f\u304c\u3042\u308b\u304c\u3001\u3053\u3053\u3067\u306f\u5272\u611b\u3059\u308b\u3002 \u7d50\u5c40\u306e\u3068\u3053\u308d\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306f\u8a08\u7b97\u3092\u7c21\u5358\u306b\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002 \u305d\u3053\u3067\u3001\u30b5\u30f3\u30d7\u30eb\u30fb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8USSTATES.SYD\u3092\u53d6\u308a\u3001\u5909\u6570CARDIO\u3068CANCER\u306b\u3064\u3044\u306648\u306e\u6709\u52b9\u306a\u30b1\u30fc\u30b9\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002 Statistics&gt; Regression&gt; Linear \u30c0\u30a4\u30a2\u30ed\u30b0\u30fb\u30dc\u30c3\u30af\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u304b\u3001\u30b3\u30de\u30f3\u30c9\u3092\u767a\u884c\u3059\u308b\uff1a<\/p>\n<p>\u56de\u5e30<br \/>USE usstates<br \/>\u30ea\u30b0\u30ec\u30b9\uff0f\u30e2\u30c7\u30eb\u3092\u4fdd\u5b58<br \/>MODEL cancer=CONSTANT+cardio<br \/>\u898b\u7a4d\u3082\u308a<\/p>\n<p>\u6b21\u306b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u30e2\u30c7\u30eb\u3092\u63a8\u5b9a\u3057\u3001\u5b9a\u6570\u3068CARDIO\u306e\u4fc2\u6570\u306e\u63a8\u5b9a\u5024\u3092\u6c42\u3081\u3001\u5206\u6563\u5206\u6790\u8868\u3092\u30d7\u30ea\u30f3\u30c8\u30a2\u30a6\u30c8\u3059\u308b\u3002<\/p>\n<p>\u3053\u306e\u4f8b\u3067\u306f\u3001REGRESS.SYD\u3068\u3044\u3046\u30d5\u30a1\u30a4\u30eb\u3082\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002REGRESS.SYD\u306b\u306f\u3001\u30e2\u30c7\u30eb\u304b\u3089\u306e\u6b8b\u5dee\u3001\u30e2\u30c7\u30eb\uff08ESTIMATE\u3068\u3044\u3046\u5909\u6570\uff09\u306eCARDIO\u306b\u57fa\u3065\u304fCANCER\u306e\u63a8\u5b9a\u5024\u3001SEPRED\u3068\u3044\u3046\u8b0e\u306e\u5024\u304c\u542b\u307e\u308c\u307e\u3059\u3002 \u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u306e\u306b\u4f7f\u3046\u306e\u306fSEPRED\u3067\u3042\u308b\u3002<\/p>\n<p>SEPRED\u306f\u300c\u4e88\u6e2c\u5024\u306e\u6a19\u6e96\u8aa4\u5dee\u300d\u306e\u7565\u3002 \u30d5\u30a1\u30a4\u30eb\u306b\u306f\u5143\u306e\u30c7\u30fc\u30bf\u306e\u5024\u3082\u4fdd\u5b58\u3055\u308c\u308b\u3002 SAVE\u30b3\u30de\u30f3\u30c9\u306bMODEL\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u8ffd\u52a0\u3057\u305f\u306e\u3067\u3001\u3053\u308c\u3089\u306f\u4fdd\u5b58\u3055\u308c\u308b\u3002<\/p>\n<p>CANCER\u306e\u4e88\u6e2c\u5024\u306e95%\u4fe1\u983c\u533a\u9593\u306e\u4e0a\u9650\u3068\u4e0b\u9650\u3092\u8a08\u7b97\u3059\u308b\u306b\u306f\u3001Data&gt; Transform&gt; Let \u30c0\u30a4\u30a2\u30ed\u30b0\u30fb\u30dc\u30c3\u30af\u30b9\u3092\u4f7f\u3046\u304b\u3001BASIC\u30e2\u30b8\u30e5\u30fc\u30eb\u306b\u5165\u3063\u3066\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\uff1a<br \/>\u30d9\u30fc\u30b7\u30c3\u30af<br \/>USE regress<br \/>LET n=48<br \/>LET nvars=2<br \/>LET upper = estimate+TIF(.975,n-nvars)*sepred<br \/>LET lower = estimate-TIF(.975,n-nvars)*sepred<br \/>\u30d7\u30ea\u30f3\u30c8\u4e0a\u6bb5\u4e0b\u6bb5<br \/>\u30e9\u30f3<\/p>\n<p>\u305d\u3057\u3066\u3001\u5404\u30b1\u30fc\u30b9\u306eCANCER\u306e\u63a8\u5b9a\u5024\u306e\u4fe1\u983c\u9650\u754c\u306e\u4e0a\u9650\u3068\u4e0b\u9650\u304c\u5370\u5237\u3055\u308c\u308b\u3002 \u4e0a\u8a18\u3067\u306f\u3001TIF\u306f &#8220;\u9006t\u5206\u5e03 &#8220;\u306e\u7565\u3067\u3042\u308b\u3002<\/p>\n<p>\u4e0a\u8a18\u306e\u8003\u3048\u65b9\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u7570\u306a\u308b\u65b9\u6cd5\u3067\u4e00\u822c\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u4f8b\u3048\u3070\u30012\u3064\u306e\u5909\u6570\u306e\u56de\u5e30\u3067Y\u306e\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u3092\u6c42\u3081\u305f\u3044\u5834\u5408\u306f\u3001REGRESS\u306eMODEL\u6587\u306b\u305d\u308c\u3089\u306e\u5909\u6570\u3092\u8ffd\u52a0\u3057\u3001BASIC\u30e2\u30b8\u30e5\u30fc\u30eb\u306eNVARS\u30922\u304b\u30893\u306b\u5909\u66f4\u3059\u308b\u3060\u3051\u3067\u3088\u3044\u3002 (\u6ce8\uff1aN-NVARS \u306f\u3001\u6709\u52b9\u75c7\u4f8b\u6570\u304b\u3089\u30e2\u30c7\u30eb\u5185\u306e\u5909\u6570\u6570\u3092\u5f15\u3044\u305f\u3082\u306e\u3067\u3042\u308b\u3002 \u4e0a\u8a18\u306e N \u3068 NVARS \u3092\u3001\u30e2\u30c7\u30eb\u306b\u5408\u3063\u305f\u30b1\u30fc\u30b9\u6570\u3068\u5909\u6570\u6570\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5f7094 elementor-widget elementor-widget-heading\" data-id=\"b5f7094\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">X\u306e\u65b0\u3057\u3044\u5024\u306b\u304a\u3051\u308bY\u306e\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12a9c99 elementor-widget elementor-widget-text-editor\" data-id=\"12a9c99\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>X\u5909\u6570\u306e1\u3064\u307e\u305f\u306f\u8907\u6570\u306e\u65b0\u3057\u3044\u5024\u306b\u304a\u3051\u308bY\u306e\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u3092\u6c42\u3081\u305f\u3044\u5834\u5408\u304c\u3042\u308b\u3002 X\u306e\u65b0\u3057\u3044\u5024\u3092\u30d5\u30a1\u30a4\u30eb\u306e\u6700\u5f8c\u306b\u7f6e\u304d\u3001\u95a2\u9023\u3059\u308bY\u306e\u5024\u3092\u30bc\u30ed\u306b\u3059\u308b\u3002 (Y\u5024\u304c\u5b9f\u969b\u306b\u4f55\u3067\u3042\u308b\u304b\u306f\u6c17\u306b\u3059\u308b\u5fc5\u8981\u306f\u306a\u3044\u3002\u3053\u306eY\u5024\u306f\u5358\u306a\u308b\u30d7\u30ec\u30fc\u30b9\u30db\u30eb\u30c0\u30fc\u3067\u3042\u308a\u3001\u8a08\u7b97\u306b\u306f\u5165\u3089\u306a\u3044)<\/p>\n<p>\u6b21\u306b\u3001\u30d5\u30a1\u30a4\u30eb\u306bWT\u3068\u3044\u3046\u65b0\u3057\u3044\u5909\u6570\u3092\u8ffd\u52a0\u3059\u308b\u3002 \u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3057\u305f\u5f8c\u3001Data&gt; Frequency\u30c0\u30a4\u30a2\u30ed\u30b0\u3092\u4f7f\u3063\u3066\u3001\u91cd\u307f\u4ed8\u3051\u5909\u6570\u3068\u3057\u3066WT\u3092\u9078\u629e\u3059\u308b\u304b\u3001\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n<p>FREQUENCY=WT<\/p>\n<p>Statistics&gt; Regression&gt; Linear \u30c0\u30a4\u30a2\u30ed\u30b0\u30fb\u30dc\u30c3\u30af\u30b9\u307e\u305f\u306f\u30b3\u30de\u30f3\u30c9\u30fb\u30d5\u30a1\u30a4\u30eb\u3092\u7528\u3044\u3066\u3001\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u518d\u5ea6\u63a8\u5b9a\u3057\u3001\u7d50\u679c\u3092 MODEL \u30aa\u30d7\u30b7\u30e7\u30f3\u4ed8\u304d\u30c7\u30fc\u30bf\u30fb\u30d5\u30a1\u30a4\u30eb\u306b\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3092\u5fd8\u308c\u306a\u3044\u3088\u3046\u306b\u3059\u308b\u3002 FREQUENCY\u30b3\u30de\u30f3\u30c9\u306f\u3053\u306e\u6587\u8108\u3067\u975e\u5e38\u306b\u4fbf\u5229\u3067\u3042\u308b\u3002\u56de\u5e30\u8a08\u7b97\u3067\u306f\u3001\u91cd\u307f1\u306e\u30dd\u30a4\u30f3\u30c8\u306f1\u56de\u4f7f\u308f\u308c\u3001\u91cd\u307f0\u306e\u30dd\u30a4\u30f3\u30c8\u306f0\u56de\u4f7f\u308f\u308c\u308b\u3002<\/p>\n<p>\u3057\u305f\u304c\u3063\u3066\uff0c\u56de\u5e30\u306f\uff0cY\u3068X\u306e\u5024\u304c\u308f\u304b\u3063\u3066\u3044\u308b\u30b1\u30fc\u30b9\u306b\u3064\u3044\u3066\u8a08\u7b97\u3055\u308c\u308b\uff0e \u4fdd\u5b58\u3055\u308c\u305f\u7d50\u679c\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3063\u3066\u3001\u65b0\u3057\u3044\u30b1\u30fc\u30b9\u306b\u3064\u3044\u3066\u3001\u65e2\u77e5\u306eX\u306e\u5024\u306b\u304a\u3051\u308b\u672a\u77e5\u306eY\u306e\u63a8\u5b9a\u5e73\u5747\u306e\u4fe1\u983c\u533a\u9593\u3092\u5c0e\u304d\u51fa\u3059\u305f\u3081\u306b\u3001\u4e0a\u8a18\u306e\u8a08\u7b97\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec90532 elementor-widget elementor-widget-heading\" data-id=\"ec90532\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u7e4a\u7d30\u3055\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c1bd33 elementor-widget elementor-widget-text-editor\" data-id=\"5c1bd33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6df3aee elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"6df3aee\" data-element_type=\"section\" data-settings=\"{\"background_background\":\"classic\"}\">\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-be0ac67\" data-id=\"be0ac67\" data-element_type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-f1fe687 elementor-widget elementor-widget-text-editor\" data-id=\"f1fe687\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>\u3053\u306e\u7a2e\u306e\u4fe1\u983c\u533a\u9593\u306b\u306f\u3001\u6ce8\u610f\u3059\u3079\u304d\u5fae\u5999\u306a\u70b9\u304c\u3044\u304f\u3064\u304b\u3042\u308b\u3002 \u7b2c\u4e00\u306b\u3001\u3053\u308c\u306fX\u306e\u7279\u5b9a\u306e\u5024\u306b\u304a\u3051\u308bY\u306e\u5e73\u5747\u306e\u533a\u9593\u3067\u3042\u308a\u3001\u56de\u5e30\u76f4\u7dda\u306e\u4fe1\u983c\u533a\u9593\u3084\u5e2f\u57df\u3067\u306f\u306a\u3044\u3002 \u4fe1\u983c\u9650\u754c\u306e\u4e0a\u9650\u3068\u4e0b\u9650\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u3068\u3001\u56de\u5e30\u7dda\u306e\u5468\u308a\u306b2\u672c\u306e\u66f2\u7dda\u304c\u898b\u3048\u307e\u3059\u3002 USSTATES.SYD\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3063\u305f\u5143\u306e\u4f8b\u306b\u623b\u308a\u3001\u4fe1\u983c\u533a\u9593\u5024\u3092\u8a08\u7b97\u3057\u3066\u30d7\u30ed\u30c3\u30c8\u3059\u308b\uff1a<br \/>\u958b\u59cb<br \/>PLOT cancer*x(1) \/SIZE=0 SMOOTH=LINEAR SHORT YMIN=100 YMAX=300 \u3001<br \/>xmin=100 xmax=500 xlabel=&#8217;cardio&#8217; color=blue<br \/>PLOT upper,lower*x(1) \/SIZE=0 SMOOTH=SPLINE SHORT YMIN=100 YMAX=300\u3001<br \/>xmin=100 xmax=500 ylabel=&#8217; &#8216; xlabel=&#8217; &#8216; color=red\u3001<br \/>\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4<br \/>\u7d42\u4e86<\/p>\n<p>(\u63a8\u5b9a\u30e2\u30c7\u30eb\u306e\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b\u969b\u3001SYSTAT\u306f\u72ec\u7acb\u5909\u6570\u306e\u540d\u524d\u3092X(1)\u306b\u5909\u66f4\u3057\u307e\u3059\u3002 . . X(n)\u306a\u306e\u3067\u3001\u3053\u306e\u4f8b\u3067\u306fCARDIO\u306fX(1)\u3068\u540d\u524d\u3092\u5909\u3048\u3066\u3044\u308b)\u3002<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-78f1db8 elementor-widget elementor-widget-text-editor\" data-id=\"78f1db8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>\u3053\u308c\u3089\u306e\u30e9\u30a4\u30f3\u306f\u3001\u30e9\u30a4\u30f3\u5168\u4f53\u306e\u4fe1\u983c\u5e2f\u3092\u5f62\u6210\u3057\u3066\u3044\u308b\u3068\u8003\u3048\u305f\u304f\u306a\u308b\u3002 \u305d\u3093\u306a\u3053\u3068\u306f\u306a\u3044\u3002 \u554f\u984c\u306f\u3001\u4fe1\u983c\u9650\u754c\u306e\u4e0a\u9650\u3068\u4e0b\u9650\u304c1\u70b9\u305a\u3064\u4f7f\u3063\u3066\u8a08\u7b97\u3055\u308c\u308b\u3053\u3068\u3060\u3002 \u7dda\u5206\u5168\u4f53\u306e\u4fe1\u983c\u5e2f\u307e\u305f\u306f\u4fe1\u983c\u533a\u9593\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u305d\u306e\u7dda\u5206\u306b\u3064\u3044\u3066\u5b9a\u6570\u3068X\u4fc2\u6570\u306e2\u3064\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u8a08\u7b97\u3055\u308c\u3066\u3044\u308b\u3068\u3044\u3046\u4e8b\u5b9f\u3092\u8003\u616e\u306b\u5165\u308c\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002 \u3057\u305f\u304c\u3063\u3066\u3001\u30e9\u30a4\u30f3\u5168\u4f53\u306e\u4e0a\u4e0b\u306e\u4fe1\u983c\u5e2f\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u308b\uff1a<br \/>\u30d9\u30fc\u30b7\u30c3\u30af<br \/>LET n=48<br \/>LET nvars=2<br \/>LET upperband = estimate+SQRT(2*FIF(.95,2,n-nvars))*sepred<br \/>LET lowerband = estimate+SQRT(2*FIF(.95,2,n-nvars))*sepred<br \/>\u30a2\u30c3\u30d1\u30fc\u30d0\u30f3\u30c9<br \/>\u30e9\u30f3<\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-2649 alignnone\" src=\"https:\/\/inpixonsaves.wpengine.com\/wp-content\/uploads\/2021\/05\/big_confidence1-150x146-1.jpg\" alt=\"\" width=\"150\" height=\"146\"><\/p>\n<p>CANCER\u306e\u63a8\u5b9a\u5024\u306e\u4fe1\u983c\u533a\u9593\u3068\u56de\u5e30\u76f4\u7dda\u306e\u4fe1\u983c\u5e2f\u3092\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u3068\u3001\u4fe1\u983c\u533a\u9593\u3088\u308a\u3082\u4fe1\u983c\u5e2f\u306e\u65b9\u304c\u5e83\u3044\u3053\u3068\u304c\u308f\u304b\u308b\uff1a<\/p>\n<p>\u958b\u59cb<br \/>PLOT cancer*x(1) \/ SIZE=0 SMOOTH=LINEAR SHORT YMIN=100 YMAX=300 \u3001<br \/>xmin=100 xmax=500 xlabel=&#8217;cardio&#8217; color=blue<br \/>PLOT upper,lower*x(1) \/SIZE=0 SMOOTH=SPLINE SHORT YMIN=100\u3001<br \/>ymax=300 xmin=100 xmax=500 ylabel=&#8217; &#8216;\u3001<br \/>xlabel=&#8217; &#8216; color=\u8d64\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4<br \/>PLOT upperband,lowerband*x(1) \/SIZE=0 SMOOTH=SPLINE SHORT\u3001<br \/>ymin=100 ymax=300 xmin=100 xmax=500 ylabel=&#8217; &#8216;\u3001<br \/>xlabel=&#8217; &#8216; color=green \u30aa\u30fc\u30d0\u30fc\u30ec\u30a4<br \/>\u7d42\u4e86<\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-a4ec3ae elementor-widget elementor-widget-text-editor\" data-id=\"a4ec3ae\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>CANCER\uff08\u304c\u3093\u306b\u3088\u308b100,000\u4eba\u5f53\u305f\u308a\u306e\u6b7b\u4ea1\u8005\u6570\uff09\u3068CARDIO\uff08\u5fc3\u8840\u7ba1\u7cfb\u75be\u60a3\u306b\u3088\u308b100,000\u4eba\u5f53\u305f\u308a\u306e\u6b7b\u4ea1\u8005\u6570\uff09\u306e\u95a2\u4fc2\u306f\u7dda\u5f62\u3067\u3042\u308b\u305f\u3081\u3001CANCER\u306e\u63a8\u5b9a\u5024\u306e\u4fe1\u983c\u533a\u9593\u3068\u56de\u5e30\u76f4\u7dda\u306e\u4fe1\u983c\u533a\u9593\u306e\u5dee\u306f\u5c0f\u3055\u3044\u304c\u3001\u3053\u306e\u3088\u3046\u306b\u884c\u5100\u306e\u826f\u3044\u30c7\u30fc\u30bf\u3067\u3082\u5dee\u306f\u660e\u3089\u304b\u3067\u3042\u308b\u3002<\/p>\n<p>\u7b2c2\u306b\u3001\u3059\u3079\u3066\u306e\u30aa\u30d6\u30b6\u30d9\u30fc\u30b7\u30e7\u30f3\u306e95\uff05\u304c\u4fe1\u983c\u5e2f\u5185\u306b\u5165\u308b\u306f\u305a\u3060\u3068\u8003\u3048\u305f\u304f\u306a\u308b\u3002 \u3053\u308c\u3082\u771f\u5b9f\u3067\u306f\u306a\u3044\u3002 \u3053\u308c\u3089\u306f\u5e73\u5747\u5024\u306e\u307f\u306e\u4fe1\u983c\u5e2f\u3067\u3042\u308b\u3002 \u30aa\u30d6\u30b6\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u4fe1\u983c\u5e2f\u3092\u898b\u3064\u3051\u305f\u3044\u5834\u5408\u306f\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u8a08\u7b97\u3092\u4fee\u6b63\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30d9\u30fc\u30b7\u30c3\u30af<br \/>LET n=48<br \/>LET nvars=2<br \/>LET s_square=177.065<br \/>LET upperband = estimate+TIF(.975,n-nvars)*SQR(sepred^2+s_square)<br \/>LET lowerband = estimate-TIF(.975,n-nvars)*SQR(sepred^2+s_square)<br \/>\u30a2\u30c3\u30d1\u30fc\u30d0\u30f3\u30c9<br \/>\u30e9\u30f3<\/p>\n<p><img decoding=\"async\" class=\"alignleft size-full wp-image-2651\" src=\"https:\/\/inpixonsaves.wpengine.com\/wp-content\/uploads\/2021\/05\/big_confidence-150x146-1.jpg\" alt=\"\" width=\"150\" height=\"146\"><\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-955d507 elementor-widget elementor-widget-text-editor\" data-id=\"955d507\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p>\u3053\u3053\u3067 S_SQUARE \u306f\u56de\u5e30\u306e\u5e73\u57472\u4e57\u6b8b\u5dee\u3067\u3042\u308b\u3002 \u3053\u308c\u3089\u306f\u4e88\u6e2c\u533a\u9593\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308b\u3002 N\u3068NVARS\u306e\u5024\u3092\u5165\u529b\u3059\u308b\u3068\u304d\u3001\u56de\u5e30\u51fa\u529b\u306e\u5206\u6563\u5206\u6790\u306e\u8868\u306b\u3042\u308bS_SQUARE\u306e\u5024\u3082\u5165\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u3053\u306e\u8a08\u7b97\u7d50\u679c\u3092\u898b\u305f\u3044\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n<p><img decoding=\"async\" class=\"size-full wp-image-2650 alignnone\" src=\"https:\/\/inpixonsaves.wpengine.com\/wp-content\/uploads\/2021\/05\/thumb_confidence-150x146-1.jpg\" alt=\"\" width=\"150\" height=\"146\"><\/p>\n<p>\u958b\u59cb<br \/>PLOT cancer*x(1) \/SMOOTH=LINEAR SHORT YMIN=100 YMAX=300 XMIN=100\u3001<br \/>xmax=500 xlabel=&#8217;\u6709\u9178\u7d20\u904b\u52d5&#8217; color=blue<br \/>PLOT upperband,lowerband*x(1) \/ SIZE=0 SMOOTH=SPLINE SHORT\u3001<br \/>ymin=100 ymax=300 xmin=100 xmax=500 ylabel=&#8217; &#8216;\u3001<br \/>xlabel=&#8217; &#8216; color=green \u30aa\u30fc\u30d0\u30fc\u30ec\u30a4<br \/>\u7d42\u4e86<\/p>\n<p>\u3053\u308c\u306f\u30c7\u30fc\u30bf\u306e\u5468\u308a\u306b\u4fe1\u983c\u5e2f\u307e\u305f\u306f\u4e88\u6e2c\u533a\u9593\u3092\u30d7\u30ed\u30c3\u30c8\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6043ba9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6043ba9\" data-element_type=\"section\">\n<div class=\"elementor-container elementor-column-gap-default\">\n<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2b97c69\" data-id=\"2b97c69\" data-element_type=\"column\">\n<div class=\"elementor-widget-wrap elementor-element-populated\">\n<div class=\"elementor-element elementor-element-005ce09 elementor-widget__width-auto elementor-widget elementor-widget-button\" data-id=\"005ce09\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n<div class=\"elementor-widget-container\">\n<div class=\"elementor-button-wrapper\"> <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u30a4\u30f3\u30d4\u30af\u30bd\u30f3 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