{"id":325,"date":"2024-03-21T13:28:17","date_gmt":"2024-03-21T04:28:17","guid":{"rendered":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/?page_id=325"},"modified":"2024-04-07T14:21:05","modified_gmt":"2024-04-07T05:21:05","slug":"chap11","status":"publish","type":"page","link":"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap11\/","title":{"rendered":"11 \u5206\u5272\u8868\u691c\u5b9a"},"content":{"rendered":"<h1><span style=\"color: #ff6600\">\u25a0<\/span> \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h1>\n<p><span style=\"color: #0a60be\">vcd\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/span>\u3057\u307e\u3059\uff0e<br \/>\n\u672c\u7ae0\u3067\u306fR\uff08RGui\uff09\u306e\u30e1\u30cb\u30e5\u30fc\u3092\u4f7f\u3063\u3066\u500b\u3005\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u305b\u3066\u3044\u307e\u3059\u304c\uff0c<span style=\"color: #0a60be\">\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5<\/span>\u3082\u3042\u308a\u307e\u3059\uff0e<\/p>\n<div style=\"background: #F7F7F7;border: 1px solid #A1A1A1;padding: 10px\"><span style=\"color: #0000ff\">1)<\/span> \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/div>\n<p>RGui\u306e<span style=\"color: #0a60be\">\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\uff0c\u4ee5\u4e0b\u306e\u6587\uff083\u884c\u307e\u3068\u3081\u3066\uff09\u3092\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8<\/span>\u3057\uff0cEnter\u3092\u62bc\u3057\u307e\u3059\uff0e<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\">install.packages(&#8220;vcd&#8221;)<\/div>\n<p><span style=\"color: #000000\">\u3000[Secure CRAN mirrors]\u3068\u3044\u3046\u30c0\u30a4\u30a2\u30ed\u30b0\u30dc\u30c3\u30af\u30b9\u304c\u73fe\u308c\u308b\u306e\u3067\uff0c\u305d\u306e\u307e\u307e[OK]\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<\/span><\/p>\n<p>\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u5f85\u6a5f\u72b6\u614b\u3000<strong><span style=\"color: #ff0000\">\uff1e\uff5c<\/span><\/strong><span style=\"color: #000000\">\u3000\u3068\u306a\u3063\u305f\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u7d42\u4e86\u3067\u3059\uff0e<\/span><\/p>\n<p>&nbsp;<\/p>\n<div style=\"background: #F7F7F7;border: 1px solid #A1A1A1;padding: 10px\"><span style=\"color: #0000ff\">2)<\/span> \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u8aad\u307f\u8fbc\u307f<\/div>\n<p><span style=\"color: #000000\">\u6b21\u306b\uff0c\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\uff0c\u4ee5\u4e0b\u306e\u6587\u3092\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3057\uff0cEnter\u3092\u62bc\u3057\u307e\u3059\uff0e<\/span><\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\">library(&#8220;vcd&#8221;)<\/div>\n<p><span style=\"color: #000000\">\u4f55\u3082\u8d77\u3053\u308a\u307e\u305b\u3093\u304c\uff0c\u8d77\u52d5\uff08\u547c\u3073\u51fa\u3057\uff09\u306f\u6210\u529f\u3057\u3066\u3044\u307e\u3059\uff0e<\/span><\/p>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u306e\u5909\u66f4\uff08\u884c\u308f\u306a\u304f\u3066\u3082\u5f8c\u56de\u3057\u306b\u3057\u3066\u3082\u826f\u3044\uff09<\/h1>\n<p>\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306e\u30a2\u30a4\u30b3\u30f3\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u5909\u66f4\u3057\u3066\uff0cvcd\u30d1\u30c3\u30b1\u30fc\u30b8\u3082\u8ffd\u52a0\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\uff0e<br \/>\n\u30c7\u30a3\u30b9\u30af\u30c8\u30c3\u30d7\u306eR\u30b3\u30de\u30f3\u30c0\u30fc\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\uff0e<br \/>\n\u30e1\u30cb\u30e5\u30fc\u304b\u3089[\u30d7\u30ed\u30d1\u30c6\u30a3]\u3092\u9078\u3073\u307e\u3059\uff0e\u65b0\u305f\u306b\u51fa\u3066\u304d\u305f\u753b\u9762\u3067\uff0c[\u30ea\u30f3\u30af\u5148\uff08T\uff09]\u306e\u3068\u3053\u308d\u306b\uff0c<\/p>\n<p>B:\\R-x.x.x\\bin\\x64\\Rgui.exe R_DEFAULT_PACKAGES=&#8221;Rcmdr&#8221;<br \/>\n<span style=\"color: #ff0000\">\u203b\u74b0\u5883\u306b\u3088\u3063\u3066\uff0cB\u304cC\u3060\u3063\u305f\u308ax\u304c\u6570\u5b57\u3060\u3063\u305f\u308a\u3057\u307e\u3059\u306e\u3067\u6c17\u306b\u3057\u306a\u3044\u3067\u4e0b\u3055\u3044\uff0e<\/span><\/p>\n<p>\u306e\u3088\u3046\u306a\u8868\u8a18\u304c\u3042\u308a\u307e\u3059\uff0e<br \/>\n\u3053\u306e\uff0c\u5f8c\u534a\u306e\u90e8\u5206\uff0c<span style=\"color: #ff0000\">Rgui.exe\u4ee5\u964d<\/span>\u304c\uff0c\u8a2d\u5b9a\u306b\u3088\u3063\u3066\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u69d8\u3005\u3060\u3068\u601d\u3044\u307e\u3059\uff0e<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">Rgui.exe\u00a0<\/span><span style=\"color: #0000ff\">R_DEFAULT_PACKAGES=&#8221;Rcmdr&#8221;<\/span><br \/>\n<span style=\"color: #ff0000\">Rgui.exe\u00a0<\/span><span style=\"color: #0000ff\">R_DEFAULT_PACKAGES=&#8221;Rcmdr&#8221;,&#8221;NSM3&#8243;,&#8221;coin&#8221;,&#8221;userfriendlyscience&#8221;<\/span><\/div>\n<p>\u3053\u308c\u3089\u306e<span style=\"color: #0000ff\">\u9752\u5b57<\/span>\uff08\u4eee\u306b\u8d64\u5b57\u90e8\u5206\u524d\u5f8c\u304c\u4e0a\u8a18\u3068\u7570\u306a\u3063\u3066\u3044\u3066\u3082\uff0c\u3068\u306b\u304b\u304f<span style=\"color: #ff0000\">Rgui.exe\u4ee5\u964d<\/span>\u3067\u3059\uff09\u3092\uff0c\u305d\u308c\u305e\u308c\uff0c<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">Rgui.exe\u00a0<\/span><span style=\"color: #0000ff\">R_DEFAULT_PACKAGES=&#8221;Rcmdr&#8221;<strong>,&#8221;vcd&#8221;<\/strong><\/span><br \/>\n<span style=\"color: #ff0000\">Rgui.exe\u00a0<\/span><span style=\"color: #0000ff\">R_DEFAULT_PACKAGES=&#8221;Rcmdr&#8221;,&#8221;NSM3&#8243;,&#8221;coin&#8221;,&#8221;userfriendlyscience&#8221;<strong>,&#8221;vcd&#8221;<\/strong><\/span><\/div>\n<p><span style=\"color: #000000\">\u306e\u3088\u3046\u306b\u201dvcd\u201d\u3092\u8ffd\u52a0\u3057\u307e\u3059(RGui\u306e\u3059\u3050\u3042\u3068\uff0c\u300cR\u300d\u306e\u6587\u5b57\u306e\u524d\u306b\u306f\u534a\u89d2\u30b9\u30da\u30fc\u30b9\u3092\u5165\u308c\u307e\u3059)\uff0e\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3067\u66f8\u304d\u63db\u3048\u3066\u4e0b\u3055\u3044\uff0e<\/span><\/p>\n<div style=\"background: #ffebee;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><strong><span style=\"font-family: impact, sans-serif;color: #ff0000\">\u2605\u6ce8\u610f<\/span><\/strong><br \/>\n\u203b<span style=\"color: #ff0000\">R4.0.5\u4ee5\u964d<\/span>\u3092\u4f7f\u7528\u306e\u5834\u5408\u306f\uff0c<span style=\"color: #0a60be\">userfriendlyscience<\/span>\u3092\u3000<span style=\"color: #ff0000\">rosetta<\/span>\u3000\u306b\u5909\u66f4\u3057\u307e\u3059<br \/>\n<span style=\"color: #0000ff\">Rgui.exe R<\/span><span style=\"color: #ff0000\">_DEFAULT_PACKAGES=&#8221;Rcmdr&#8221;,&#8221;NSM3&#8243;,&#8221;coin&#8221;,&#8221;rosetta&#8221;\u3000\u21d2<span style=\"color: #0000ff\">Rgui.exe R<\/span>_DEFAULT_PACKAGES=&#8221;Rcmdr&#8221;,&#8221;NSM3&#8243;,&#8221;coin&#8221;,&#8221;rosetta&#8221;<span style=\"color: #0000ff\"><strong>,&#8221;vcd&#8221;<\/strong><\/span><\/span><\/div>\n<h1><span style=\"color: #ff6600\">\u25a0 <\/span>\u8abf\u6574\u6e08\u307f\u6b8b\u5dee\u3068\u9023\u95a2\u4fc2\u6570\u306e\u51fa\u529b<\/h1>\n<p>\u7b2c11\u7ae0\u306e\u30c7\u30fc\u30bf\u4f8b\u3067\uff0c\u03c72\u72ec\u7acb\u6027\u306e\u691c\u5b9a\u3092\u884c\u3063\u305f\u76f4\u5f8c\u3067\u3042\u308c\u3070\uff0cR\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u67a0\u306b\uff0c<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\"><span style=\"color: #ff0000\">.Table &lt;- xtabs(~<\/span><span style=\"color: #0000ff\">\u8ee2\u5012\u7d4c\u9a13<\/span><span style=\"color: #ff0000\">+<\/span><span style=\"color: #0000ff\">\u6027\u5225<\/span><span style=\"color: #ff0000\">, data=<\/span><span style=\"color: #0000ff\">\u7b2c11\u7ae0<\/span><span style=\"color: #ff0000\">)<br \/>\n.Test &lt;- chisq.test(.Table, correct=FALSE)<\/span><\/div>\n<p>\u3068\u3044\u3046\u30b3\u30de\u30f3\u30c9\u304c\u6b8b\u3063\u3066\u3044\u308b\u306f\u305a\u3067\u3059\uff082\u884c\u3067\u4e26\u3093\u3067\u306f\u3044\u307e\u305b\u3093\u306e\u3067\uff0c1\u884c\u305a\u3064\u9078\u629e\uff09\uff0e<\/p>\n<p>\u3053\u306e\u30b3\u30de\u30f3\u30c9\u3092\u7bc4\u56f2\u6307\u5b9a\u21d2\u53f3\u30af\u30ea\u30c3\u30af\u30b3\u30d4\u30fc\u3057\u3066\uff0c\u30e1\u30e2\u5e33\u306a\u3069\u306b\u8cbc\u308a\u4ed8\u3051\uff0cR\u30b9\u30af\u30ea\u30d7\u30c8\u5185\u306e\u95a2\u6570\u306e\u6700\u4e0b\u884c\u306b\uff0c2\u884c\u30da\u30fc\u30b9\u30c8\u3057\u307e\u3059\uff0e<br \/>\n<strong>\u203b\u306a\u304a\uff0c\u9752\u5b57\u306e\u30c7\u30fc\u30bf\u540d\u3084\u5909\u6570\u540d\u3092\u5909\u3048\u308b\u3068\uff0c\u5225\u306e\u30c7\u30fc\u30bf\u3067\u3082\u540c\u3058\u3088\u3046\u306b\u89e3\u6790\u3067\u304d\u307e\u3059\uff0e<\/strong><\/p>\n<p>\u6b21\u306b\uff0c\u4ee5\u4e0a\u306e\u30b3\u30de\u30f3\u30c9\u306e\u4e0b\u884c\u3078\u4ee5\u4e0b\u306e2\u884c\u3092\u30b3\u30d4\u30fc\uff06\u30da\u30fc\u30b9\u30c8\u3057\u307e\u3059\uff0e<\/p>\n<div style=\"background: #e0ffff;border: 0px solid #009933;padding: 0.5em 1em;margin: 1em 0;color: #474747\">.Test$stdres<br \/>\nassocstats(.Table)<\/div>\n<p><strong>\u203b\u30c7\u30fc\u30bf\u304c\u5909\u308f\u3063\u3066\u3082\uff0c\u691c\u5b9a\u3057\u305f\u3044\u5909\u6570\u540d\u304c\u5909\u308f\u3063\u3066\u3082\uff0c\u5e38\u306b\u3053\u306e\u3088\u3046\u306b\u5165\u529b\u3057\u307e\u3059\uff0e<\/strong><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-521 aligncenter\" src=\"http:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/r_chi21-1-300x268.jpg\" alt=\"\" width=\"436\" height=\"389\" srcset=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/\/r_chi21-1-300x268.jpg 300w, https:\/\/home.hirosaki-u.ac.jp\/pteiki\/wp-content\/uploads\/sites\/103\/\/r_chi21-1.jpg 651w\" sizes=\"auto, (max-width: 436px) 100vw, 436px\" \/><\/p>\n<p>\u5165\u529b\u3057\u305f\u3089\uff0c\u30de\u30a6\u30b9\u3067<span style=\"color: #000000\"><strong><span style=\"background: linear-gradient(transparent 70%,#fff9c4 0%)\">\u30b3\u30de\u30f3\u30c9\u306e\u5165\u529b\u884c\u306e\u5168\u3066\uff084\u884c\uff09\u3092\u7bc4\u56f2\u6307\u5b9a\u3057\u3066[\u5b9f\u884c]\u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af<\/span><\/strong><\/span>\u3057\u307e\u3059\uff0e<\/p>\n<p>&nbsp;<\/p>\n<h1><span style=\"color: #ff6600\">\u25a0<\/span>\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc\u3067\u89e3\u6790\u3059\u308b\u5834\u5408<\/h1>\n<p align=\"left\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/r\/\">\u6539\u5909R\u30b3\u30de\u30f3\u30c0\u30fc<\/a>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\uff0c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n<a href=\"https:\/\/1drv.ms\/p\/s!AmEkMOEeM9qf7AppKzSTQEvBH_rx?e=5YbjDR\" target=\"_blank\" rel=\"noopener\">\u3053\u3061\u3089\u306e\u8cc7\u6599<\/a>\u3092\u53c2\u8003\u306b\u64cd\u4f5c\u3057\u3066\u304f\u3060\u3055\u3044\uff0e<br \/>\n\u203b\u4f8b\u984c\u304c\u7570\u306a\u3063\u3066\u3044\u307e\u3059\u306e\u3067\uff0c\u5909\u6570\u540d\u304c\u9055\u3044\u307e\u3059\uff0e<\/p>\n<p style=\"text-align: center\" align=\"left\"><span style=\"color: #000000\"><a href=\"#\">\u5148\u982d\u306b\u623b\u308b<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u25a0 \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb vcd\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\uff0e \u672c\u7ae0\u3067\u306fR\uff08RGui\uff09\u306e\u30e1\u30cb\u30e5\u30fc\u3092\u4f7f\u3063\u3066\u500b\u3005\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u305b\u3066\u3044\u307e\u3059\u304c\uff0c\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff0e 1) \u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u2026 <span class=\"read-more\"><a href=\"https:\/\/home.hirosaki-u.ac.jp\/pteiki\/text\/stat5\/chap11\/\">Read More: 11 \u5206\u5272\u8868\u691c\u5b9a &raquo;<\/a><\/span><\/p>\n","protected":false},"author":200,"featured_media":0,"parent":256,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-325","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- 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