{"id":3804,"date":"2024-03-14T11:30:27","date_gmt":"2024-03-14T02:30:27","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/"},"modified":"2025-08-02T16:44:21","modified_gmt":"2025-08-02T07:44:21","slug":"lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/","title":{"rendered":"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002"},"content":{"rendered":"<p>R\u8a00\u8a9e\u3067\u306f\u3001lm()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u9069\u5408\u3055\u305b\u307e\u3059\u3002\u57fa\u672c\u7684\u306a\u69cb\u6587\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n<pre class=\"post-pre\"><code>lm<span class=\"hljs-punctuation\">(<\/span>formula<span class=\"hljs-punctuation\">,<\/span> data<span class=\"hljs-punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>\u5176\u4e2d\uff0cformula\u662f\u4e00\u4e2a\u516c\u5f0f\u5bf9\u8c61\uff0c\u7528\u6765\u6307\u5b9a\u7ebf\u6027\u56de\u5f52\u6a21\u578b\u7684\u5f62\u5f0f\uff0c\u4f8b\u5982 \u201cy ~ x1 + x2\u201d \u8868\u793a\u56e0\u53d8\u91cfy\u4e0e\u81ea\u53d8\u91cfx1\u548cx2\u4e4b\u95f4\u7684\u7ebf\u6027\u5173\u7cfb\uff1bdata\u662f\u4e00\u4e2a\u6570\u636e\u6846\uff0c\u7528\u6765\u5b58\u653e\u56e0\u53d8\u91cf\u548c\u81ea\u53d8\u91cf\u7684\u6570\u636e\u3002<\/p>\n<p>lm()\u95a2\u6570\u306f\u3001\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u8fd4\u3057\u3001summary()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u30e2\u30c7\u30eb\u306e\u8981\u7d04\u7d71\u8a08\u5206\u6790\u3092\u884c\u3044\u3001\u9069\u5408\u5ea6\u3084\u7d71\u8a08\u7684\u6709\u610f\u6027\u306a\u3069\u306e\u60c5\u5831\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001lm()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u9069\u5408\u3055\u305b\u308b\u4f8b\u304c\u4ee5\u4e0b\u306b\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-comment\"># \u521b\u5efa\u4e00\u4e2a\u6570\u636e\u6846<\/span>\r\ndata <span class=\"hljs-operator\">&lt;-<\/span> data.frame<span class=\"hljs-punctuation\">(<\/span>x <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-number\">1<\/span><span class=\"hljs-operator\">:<\/span><span class=\"hljs-number\">10<\/span><span class=\"hljs-punctuation\">,<\/span> y <span class=\"hljs-operator\">=<\/span> <span class=\"hljs-number\">2<\/span><span class=\"hljs-operator\">*<\/span><span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-number\">1<\/span><span class=\"hljs-operator\">:<\/span><span class=\"hljs-number\">10<\/span><span class=\"hljs-punctuation\">)<\/span> <span class=\"hljs-operator\">+<\/span> rnorm<span class=\"hljs-punctuation\">(<\/span><span class=\"hljs-number\">10<\/span><span class=\"hljs-punctuation\">)<\/span><span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u62df\u5408\u7ebf\u6027\u56de\u5f52\u6a21\u578b<\/span>\r\nmodel <span class=\"hljs-operator\">&lt;-<\/span> lm<span class=\"hljs-punctuation\">(<\/span>y <span class=\"hljs-operator\">~<\/span> x<span class=\"hljs-punctuation\">,<\/span> data <span class=\"hljs-operator\">=<\/span> data<span class=\"hljs-punctuation\">)<\/span>\r\n\r\n<span class=\"hljs-comment\"># \u67e5\u770b\u6a21\u578b\u6458\u8981<\/span>\r\nsummary<span class=\"hljs-punctuation\">(<\/span>model<span class=\"hljs-punctuation\">)<\/span>\r\n<\/code><\/pre>\n<p>lm()\u95a2\u6570\u3068summary()\u95a2\u6570\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u306e\u9069\u5408\u5ea6\u3001\u4fc2\u6570\u306e\u63a8\u5b9a\u3001\u6709\u610f\u6027\u691c\u5b9a\u306a\u3069\u306e\u60c5\u5831\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\u8a00\u8a9e\u3067\u306f\u3001lm()\u95a2\u6570\u3092\u4f7f\u7528\u3057\u3066\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u3092\u9069\u5408\u3055\u305b\u307e\u3059\u3002\u57fa\u672c\u7684\u306a\u69cb\u6587\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a lm(formula, data) \u5176\u4e2d\uff0cformula\u662f\u4e00\u4e2a\u516c\u5f0f\u5bf9\u8c61\uff0c\u7528\u6765\u6307\u5b9a\u7ebf\u6027\u56de\u5f52\u6a21\u578b\u7684\u5f62\u5f0f\uff0c\u4f8b\u5982 \u201cy ~ x1 + [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-3804","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-26","tag-61"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/ja\/blog\/lm\u95a2\u6570\u306fr\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002\" \/>\n<meta property=\"og:description\" content=\"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/ja\/blog\/lm\u95a2\u6570\u306fr\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-14T02:30:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-02T07:44:21+00:00\" \/>\n<meta name=\"author\" content=\"\u84ee, \u7ffc\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u84ee, \u7ffc\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/\",\"url\":\"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/\",\"name\":\"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002 - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#website\"},\"datePublished\":\"2024-03-14T02:30:27+00:00\",\"dateModified\":\"2025-08-02T07:44:21+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/cdc124a0aaebf26393d8d591183ca413\"},\"description\":\"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/ja\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/ja\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/cdc124a0aaebf26393d8d591183ca413\",\"name\":\"\u84ee, \u7ffc\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/27308f733c7fcdac8617926a0100c77213339c4e501310a08c0baf946bf823bc?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/27308f733c7fcdac8617926a0100c77213339c4e501310a08c0baf946bf823bc?s=96&d=mm&r=g\",\"caption\":\"\u84ee, \u7ffc\"},\"url\":\"https:\/\/www.silicloud.com\/ja\/blog\/author\/rentsubasa\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002 - Blog - Silicon Cloud","description":"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/ja\/blog\/lm\u95a2\u6570\u306fr\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002\/","og_locale":"ja_JP","og_type":"article","og_title":"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002","og_description":"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002","og_url":"https:\/\/www.silicloud.com\/ja\/blog\/lm\u95a2\u6570\u306fr\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2024-03-14T02:30:27+00:00","article_modified_time":"2025-08-02T07:44:21+00:00","author":"\u84ee, \u7ffc","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"\u84ee, \u7ffc","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"2\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/","url":"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/","name":"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002 - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/ja\/blog\/#website"},"datePublished":"2024-03-14T02:30:27+00:00","dateModified":"2025-08-02T07:44:21+00:00","author":{"@id":"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/cdc124a0aaebf26393d8d591183ca413"},"description":"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3002\u5b9f\u8df5\u7684\u306a\u4f8b\u3068\u30b3\u30fc\u30c9\u3001\u6ce8\u610f\u70b9\u3092\u542b\u3081\u3066\u521d\u5fc3\u8005\u306b\u3082\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u8aac\u660e\u3057\u307e\u3059\u3002","breadcrumb":{"@id":"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/ja\/blog\/"},{"@type":"ListItem","position":2,"name":"lm\u95a2\u6570\u306fR\u8a00\u8a9e\u3067\u3069\u306e\u3088\u3046\u306b\u4f7f\u308f\u308c\u308b\u306e\u3067\u3059\u304b\u3002"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/ja\/blog\/#website","url":"https:\/\/www.silicloud.com\/ja\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/cdc124a0aaebf26393d8d591183ca413","name":"\u84ee, \u7ffc","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.silicloud.com\/ja\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/27308f733c7fcdac8617926a0100c77213339c4e501310a08c0baf946bf823bc?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/27308f733c7fcdac8617926a0100c77213339c4e501310a08c0baf946bf823bc?s=96&d=mm&r=g","caption":"\u84ee, \u7ffc"},"url":"https:\/\/www.silicloud.com\/ja\/blog\/author\/rentsubasa\/"},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.silicloud.com\/ja\/blog\/lm%e9%96%a2%e6%95%b0%e3%81%afr%e8%a8%80%e8%aa%9e%e3%81%a7%e3%81%a9%e3%81%ae%e3%82%88%e3%81%86%e3%81%ab%e4%bd%bf%e3%82%8f%e3%82%8c%e3%82%8b%e3%81%ae%e3%81%a7%e3%81%99%e3%81%8b%e3%80%82\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/posts\/3804","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/comments?post=3804"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/posts\/3804\/revisions"}],"predecessor-version":[{"id":71367,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/posts\/3804\/revisions\/71367"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/media?parent=3804"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/categories?post=3804"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/ja\/blog\/wp-json\/wp\/v2\/tags?post=3804"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}