{"id":252,"date":"2022-10-29T18:49:39","date_gmt":"2022-11-12T02:03:55","guid":{"rendered":"https:\/\/www.silicloud.com\/ja\/blog\/index.php\/2023\/11\/30\/%e3%80%8cr%e3%83%97%e3%83%ad%e3%82%b0%e3%83%a9%e3%83%9f%e3%83%b3%e3%82%b0%e3%80%8d%e3%81%a8%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/"},"modified":"2025-07-31T22:01:28","modified_gmt":"2025-07-31T13:01:28","slug":"%e3%80%8cr%e3%83%97%e3%83%ad%e3%82%b0%e3%83%a9%e3%83%9f%e3%83%b3%e3%82%b0%e3%80%8d%e3%81%a8%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/ja\/blog\/%e3%80%8cr%e3%83%97%e3%83%ad%e3%82%b0%e3%83%a9%e3%83%9f%e3%83%b3%e3%82%b0%e3%80%8d%e3%81%a8%e3%81%af%e4%bd%95%e3%81%a7%e3%81%99%e3%81%8b%ef%bc%9f\/","title":{"rendered":"\u300cR\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f"},"content":{"rendered":"<h2>R\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306f\u4f55\u3067\u3059\u304b\uff1f (What is R 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Ihaka\u3068Ross Gentleman\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u3002\u6700\u521d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f1995\u5e74\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u3001\u6700\u521d\u306e\u5b89\u5b9a\u3057\u305f\u30d9\u30fc\u30bf\u7248\u306f2000\u5e74\u306b\u767b\u5834\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u6700\u521d\u3001R\u306f\u65e2\u5b58\u306eS\u306e\u6a5f\u80fd\u306b\u30ec\u30ad\u30b7\u30ab\u30eb\u30b9\u30b3\u30fc\u30d7\u30bb\u30de\u30f3\u30c6\u30a3\u30af\u30b9\u3092\u8ffd\u52a0\u3057\u305f\u70b9\u3067S\u3068\u306f\u7570\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002R\u3068\u3044\u3046\u4e00\u6587\u5b57\u306e\u540d\u524d\u306f\u3001\u518d\u3073S\u304b\u3089\u30a4\u30f3\u30b9\u30d4\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u53d7\u3051\u3066\u3001\u4e21\u4f5c\u8005\u306e\u30d5\u30a1\u30fc\u30b9\u30c8\u30cd\u30fc\u30e0\u306e\u6700\u521d\u306e\u6587\u5b57\u3092\u53d6\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>R\u306fGNU\u30d1\u30d6\u30ea\u30c3\u30af\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u4e0b\u3067\u958b\u767a\u3055\u308c\u3001\u516c\u958b\u914d\u5e03\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>S\u8a00\u8a9e\u306f\u5f8c\u306bTIBCO\u793e\u306b\u3088\u3063\u3066AT&amp;T\u304b\u3089\u8cfc\u5165\u3055\u308c\u3001\u3044\u304f\u3064\u304b\u306e\u9ad8\u5ea6\u306a\u5206\u6790\u6a5f\u80fd\u3068OOP\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u3001S-plus\u3068\u3057\u3066\u958b\u767a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<h2>R\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u7279\u5fb4<\/h2>\n<ul class=\"post-ul\">\n<li>Platform independent &#8211; Runs on several computing platforms such as Windows, Linux, and Mac OS.<\/li>\n<li>Portable &#8211; Easy to run on mobiles, tablets and gaming consoles.<\/li>\n<li>Frequent releases &#8211; Resulting in timely bug fixes and less frustration.<\/li>\n<li>Superior Graphics &#8211; Compatibility with aesthetic graphical libraries like ggplot2 and plotly ensures publication-quality graphics visualizations.<\/li>\n<li>Versatility &#8211; Hundreds of packages for specific purposes being developed and improved on a daily basis by the developer community.<\/li>\n<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/65648061daa94e2bdf7b942f\/13-0.png\" alt=\"R Programming Features\" \/><\/div>\n<h2>R\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u5229\u70b9<\/h2>\n<p>R\u306fS\u3084S-plus\u3068\u6bd4\u3079\u3066\u4f9d\u7136\u3068\u3057\u3066\u7d71\u8a08\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u3057\u3066\u3088\u308a\u652f\u914d\u7684\u306b\u4f7f\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u7406\u7531\u306f\u591a\u304f\u306e\u5229\u70b9\u306b\u7531\u6765\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul class=\"post-ul\">\n<li>R was developed with the intention of building an open-source implementation of S, therefore R is and will always remain an open-source software.<\/li>\n<li>R has thousands of professional scientists and statisticians constantly using and improving it.<\/li>\n<li>R is compatible with Windows, Mac, and Linux. It runs almost anywhere and doesn\u2019t consume much space.<\/li>\n<li>In addition to the statistical processing features, R can also be used as a general programming language with functional programming and object-oriented programming capabilities.<\/li>\n<li>R has far more superior visualization features compared to several commercial products, due to the involvement of ggplot2 and plotly.<\/li>\n<li>The graphics provided by R are more beautiful and preferred by experts all over the world.<\/li>\n<li>R isn\u2019t an innately graphical user interface based environment. It only takes commands as inputs, making it easy to save commands as scripts and port across domains.<\/li>\n<li>R sessions are efficiently managed. Your command history and data are saved between sessions, therefore you can pick up where you left with little hassle.<\/li>\n<li>R has a rich and responsive online developer community.<\/li>\n<\/ul>\n<h2>R\u306e\u5236\u9650<\/h2>\n<p>R\u306f\u6700\u3082\u5acc\u308f\u308c\u3066\u3044\u306a\u3044\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u5168\u3066\u306e\u5229\u70b9\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001R\u3082\u4ed6\u306e\u8a00\u8a9e\u540c\u69d8\u306b\u5b8c\u74a7\u306a\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002R\u306e\u5b66\u7fd2\u306b\u98db\u3073\u8fbc\u3080\u524d\u306b\u3001\u305d\u306e\u6b20\u70b9\u3092\u982d\u306b\u5165\u308c\u3066\u304a\u304f\u3068\u5f79\u7acb\u3064\u3067\u3057\u3087\u3046\u3002<\/p>\n<ul class=\"post-ul\">\n<li>Steep Learning Curve: R is not an easy language to get started with. Beginners find it hard to get their feet wet due to the command-line interface. IDEs like RStudio will help overcome this limitation to some extent. Additionally, the wide array of packages can be confusing to beginners.<\/li>\n<li>Hungry for Physical Memory: Unlike its strong contender Python, R stores all its data in the physical memory. This makes it hard to handle huge datasets. But fortunately, Hadoop integration for R has improved a lot these days, alleviating the issue to a large extent.<\/li>\n<li>Slower execution: R would need a lot of optimization before your code can run as fast as it does on MATLAB or Python. A strong understanding of the internal working of objects is needed when designing a program to avoid slow execution.<\/li>\n<\/ul>\n<h2>R\u306e\u5229\u7528\u53ef\u80fd\u6027<\/h2>\n<p>R\u306fCRAN\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\uff08Comprehensive R Archive Network\u306e\u7565\uff09\u3067\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u74b0\u5883\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u521d\u5fc3\u8005\u306e\u5834\u5408\u306f\u3001\u3044\u304f\u3064\u304b\u306eR\u306e\u305f\u3081\u306e\u7d71\u5408\u958b\u767a\u74b0\u5883\uff08IDE\uff09\u306e\u52a9\u3051\u3092\u501f\u308a\u3066\u3088\u308a\u901f\u304f\u5b66\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul class=\"post-ul\">\n<li>RStudio : The most popular IDE for getting started with R. There are both desktop and enterprise versions available.<\/li>\n<li>StatET : An Eclipse-based IDE for R programming and package building.<\/li>\n<li>ESS-R project: Supports several statistical packages in addition to R, such as S-Plus, SAS, Stata and OpenBUGS\/JAGS.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>R\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306f\u4f55\u3067\u3059\u304b\uff1f (What is R Programming?) R\u306f\u73fe\u5728\u3001\u7d71\u8a08\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u305f\u3081\u306e\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u8a00\u8a9e\u306e\u4e00\u3064\u3067\u3059\u30022010\u5e74\u4ee3\u521d\u982d\u304b\u3089R\u30d7\u30ed\u30b0\u30e9\u30de\u30fc\u306e\u9700\u8981\u306f\u7d76\u3048\u305a\u5897\u52a0\u3057\u3066\u304a\u308a\u3001R [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[26,61],"class_list":["post-252","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>\u300cR\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f - 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