CINXE.COM

<!DOCTYPE html> <html lang="en" dir="ltr" xmlns:og="https://ogp.me/ns#"> <head> <link rel="profile" href="https://www.w3.org/1999/xhtml/vocab" /> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <meta http-equiv="Content-Type" content="text/html; charset=utf-8" /> <link rel="shortcut icon" href="https://nostarch.com/sites/default/files/favicon.ico" type="image/vnd.microsoft.icon" /> <meta name="description" content="R is the world's most popular programming language for statistical computing. Whether you're doing academic research, designing aircraft, or forecasting the weather, The Art of R Programming is your guide to harnessing the power of R." /> <meta name="generator" content="Drupal 7 (http://drupal.org)" /> <link rel="image_src" href="https://nostarch.com/sites/default/files/R_cvr_front.png" /> <link rel="canonical" href="https://nostarch.com/artofr.htm" /> <link rel="shortlink" href="https://nostarch.com/node/186" /> <meta property="og:type" content="article" /> <meta property="og:url" content="https://nostarch.com/artofr.htm" /> <meta property="og:title" content="Art of R Programming" /> <meta property="og:description" content="R is the world's most popular programming language for statistical computing. Whether you're doing academic research, designing aircraft, or forecasting the weather, The Art of R Programming is your guide to harnessing the power of R." /> <meta property="og:updated_time" content="2025-03-21T10:10:13-07:00" /> <meta property="og:image:url" content="https://nostarch.com/sites/default/files/R_cvr_front.png" /> <meta property="og:image:secure_url" content="https://nostarch.com/sites/default/files/R_cvr_front.png" /> <meta name="twitter:card" content="summary" /> <meta name="twitter:site" content="@nostarch" /> <meta name="twitter:url" content="https://nostarch.com/artofr.htm" /> <meta name="twitter:title" content="Art of R Programming" /> <meta name="twitter:description" content="R is the world's most popular programming language for statistical computing. Whether you're doing academic research, designing aircraft, or forecasting the weather, The Art of R Programming is your" /> <meta name="twitter:image" content="https://nostarch.com/sites/default/files/R_cvr_front.png" /> <meta property="product:price:amount" content="49.99" /> <meta property="product:price:currency" content="USD" /> <meta property="product:isbn" content="9781593273842" /> <meta property="article:published_time" content="2011-03-16T12:48:37-07:00" /> <meta property="article:modified_time" content="2025-03-21T10:10:13-07:00" /> <meta property="product:retailer_part_no" content="rprogramming-Combo" /> <meta property="product:mfr_part_no" content="rprogramming-Combo" /> <title>Art of R Programming | No Starch Press</title> <link type="text/css" rel="stylesheet" href="https://nostarch.com/sites/default/files/css/css_lQaZfjVpwP_oGNqdtWCSpJT1EMqXdMiU84ekLLxQnc4.css" media="all" /> <link type="text/css" rel="stylesheet" href="https://nostarch.com/sites/default/files/css/css_guSWpwqRBCVb2J7ivC8BaNuaPffCXmbkGB5xDBqKKu8.css" media="all" /> <link type="text/css" rel="stylesheet" href="https://nostarch.com/sites/default/files/css/css_Dw0rmhFX_owMmlf1HH5Y-_BnOHcMlkri1yMjYHD4ffs.css" media="all" /> <link type="text/css" rel="stylesheet" href="https://nostarch.com/sites/default/files/css/css_XJm3Wqia1GUjoI4j54duSLNZVR3Kxhbwy0s3UwuhhHg.css" media="all" />   <script src="//ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.min.js"></script> <script>window.jQuery || document.write("<script src='/sites/all/modules/contrib/jquery_update/replace/jquery/2.2/jquery.min.js'>\x3C/script>")</script> <script src="https://nostarch.com/misc/jquery-extend-3.4.0.js?v=2.2.4"></script> <script src="https://nostarch.com/misc/jquery-html-prefilter-3.5.0-backport.js?v=2.2.4"></script> <script src="https://nostarch.com/misc/jquery.once.js?v=1.2"></script> <script src="https://nostarch.com/misc/drupal.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/modules/contrib/jquery_update/js/jquery_browser.js?v=0.0.1"></script> <script src="https://nostarch.com/misc/form-single-submit.js?v=7.103"></script> <script src="https://nostarch.com/sites/all/modules/contrib/ubercart/uc_file/uc_file.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/libraries/colorbox/jquery.colorbox-min.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/modules/contrib/colorbox/js/colorbox.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/modules/contrib/colorbox/styles/plain/colorbox_style.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/modules/contrib/colorbox/js/colorbox_load.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/modules/contrib/colorbox/js/colorbox_inline.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/modules/contrib/ubercart/uc_cart/uc_cart_block.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/modules/contrib/google_analytics/googleanalytics.js?stn5l0"></script> <script src="https://www.googletagmanager.com/gtag/js?id=UA-5027625-1"></script> <script>window.google_analytics_uacct = "UA-5027625-1";window.dataLayer = window.dataLayer || [];function gtag(){dataLayer.push(arguments)};gtag("js", new Date());gtag("set", "developer_id.dMDhkMT", true);gtag("config", "UA-5027625-1", {"groups":"default","anonymize_ip":true});gtag("config", "G-51XGZT9Y4H", {"groups":"default","anonymize_ip":true});</script> <script src="https://nostarch.com/sites/all/themes/nostarch/js/bootstrap.min.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/themes/nostarch/js/main.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/themes/nostarch/js/front_grid_height.js?stn5l0"></script> <script>jQuery.extend(Drupal.settings, {"basePath":"\/","pathPrefix":"","setHasJsCookie":0,"ajaxPageState":{"theme":"nostarch","theme_token":"v9WM8dYt3v7aoUcokrLwXe0SnWz8eXdSeO_PpEAKuXg","js":{"sites\/all\/modules\/contrib\/addthis\/addthis.js":1,"sites\/all\/libraries\/shariff\/shariff.min.js":1,"sites\/all\/themes\/contrib\/bootstrap\/js\/bootstrap.js":1,"\/\/ajax.googleapis.com\/ajax\/libs\/jquery\/2.2.4\/jquery.min.js":1,"0":1,"misc\/jquery-extend-3.4.0.js":1,"misc\/jquery-html-prefilter-3.5.0-backport.js":1,"misc\/jquery.once.js":1,"misc\/drupal.js":1,"sites\/all\/modules\/contrib\/jquery_update\/js\/jquery_browser.js":1,"misc\/form-single-submit.js":1,"sites\/all\/modules\/contrib\/ubercart\/uc_file\/uc_file.js":1,"sites\/all\/libraries\/colorbox\/jquery.colorbox-min.js":1,"sites\/all\/modules\/contrib\/colorbox\/js\/colorbox.js":1,"sites\/all\/modules\/contrib\/colorbox\/styles\/plain\/colorbox_style.js":1,"sites\/all\/modules\/contrib\/colorbox\/js\/colorbox_load.js":1,"sites\/all\/modules\/contrib\/colorbox\/js\/colorbox_inline.js":1,"sites\/all\/modules\/contrib\/ubercart\/uc_cart\/uc_cart_block.js":1,"sites\/all\/modules\/contrib\/google_analytics\/googleanalytics.js":1,"https:\/\/www.googletagmanager.com\/gtag\/js?id=UA-5027625-1":1,"1":1,"sites\/all\/themes\/nostarch\/js\/bootstrap.min.js":1,"sites\/all\/themes\/nostarch\/js\/main.js":1,"sites\/all\/themes\/nostarch\/js\/front_grid_height.js":1},"css":{"modules\/system\/system.base.css":1,"modules\/field\/theme\/field.css":1,"sites\/all\/modules\/contrib\/logintoboggan\/logintoboggan.css":1,"modules\/node\/node.css":1,"sites\/all\/modules\/contrib\/uc_fedex\/uc_fedex.css":1,"sites\/all\/modules\/contrib\/ubercart\/uc_file\/uc_file.css":1,"sites\/all\/modules\/contrib\/ubercart\/uc_order\/uc_order.css":1,"sites\/all\/modules\/contrib\/ubercart\/uc_product\/uc_product.css":1,"sites\/all\/modules\/contrib\/ubercart\/uc_store\/uc_store.css":1,"sites\/all\/modules\/contrib\/views\/css\/views.css":1,"sites\/all\/modules\/contrib\/ckeditor\/css\/ckeditor.css":1,"sites\/all\/modules\/contrib\/uc_discounts_alt\/uc_discounts\/uc_discounts.css":1,"sites\/all\/modules\/contrib\/colorbox\/styles\/plain\/colorbox_style.css":1,"sites\/all\/modules\/contrib\/ctools\/css\/ctools.css":1,"sites\/all\/modules\/contrib\/ubercart\/uc_cart\/uc_cart_block.css":1,"sites\/all\/libraries\/shariff\/shariff.complete.css":1,"sites\/all\/themes\/nostarch\/css\/en_styles.css":1,"sites\/all\/themes\/nostarch\/css\/custom.css":1,"sites\/all\/themes\/nostarch\/css\/bootstrap-3-vert-offset.css":1,"sites\/all\/themes\/nostarch\/css\/bootstrap-3-autoclear.css":1,"sites\/all\/themes\/nostarch\/css\/glyphicons.css":1}},"colorbox":{"opacity":"0.85","current":"{current} of {total}","previous":"\u00ab Prev","next":"Next \u00bb","close":"Close","maxWidth":"98%","maxHeight":"98%","fixed":true,"mobiledetect":true,"mobiledevicewidth":"480px","file_public_path":"\/sites\/default\/files","specificPagesDefaultValue":"admin*\nimagebrowser*\nimg_assist*\nimce*\nnode\/add\/*\nnode\/*\/edit\nprint\/*\nprintpdf\/*\nsystem\/ajax\nsystem\/ajax\/*"},"better_exposed_filters":{"views":{"topics":{"displays":{"block":{"filters":[]}}},"related_products":{"displays":{"block":{"filters":[]}}}}},"googleanalytics":{"account":["UA-5027625-1","G-51XGZT9Y4H"],"trackOutbound":1,"trackMailto":1,"trackDownload":1,"trackDownloadExtensions":"7z|aac|arc|arj|asf|asx|avi|bin|csv|doc(x|m)?|dot(x|m)?|exe|flv|gif|gz|gzip|hqx|jar|jpe?g|js|mp(2|3|4|e?g)|mov(ie)?|msi|msp|pdf|phps|png|ppt(x|m)?|pot(x|m)?|pps(x|m)?|ppam|sld(x|m)?|thmx|qtm?|ra(m|r)?|sea|sit|tar|tgz|torrent|txt|wav|wma|wmv|wpd|xls(x|m|b)?|xlt(x|m)|xlam|xml|z|zip","trackColorbox":1},"urlIsAjaxTrusted":{"\/artofr.htm":true},"bootstrap":{"anchorsFix":"0","anchorsSmoothScrolling":"0","formHasError":1,"popoverEnabled":1,"popoverOptions":{"animation":1,"html":0,"placement":"right","selector":"","trigger":"click","triggerAutoclose":1,"title":"","content":"","delay":0,"container":"body"},"tooltipEnabled":1,"tooltipOptions":{"animation":1,"html":0,"placement":"auto left","selector":"","trigger":"hover focus","delay":0,"container":"body"}}});</script> </head> <body class="html not-front not-logged-in two-sidebars page-node page-node- page-node-186 node-type-product uc-product-node"> <div id="skip-link"> <a href="#main-content" class="element-invisible element-focusable">Skip to main content</a> </div> <header id="" class="header" role="banner" class="navbar navbar-default"> <div class="container"> <div class="row"> <nav role="navigation" class="navbar navbar-default visible-xs"> <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button> <a class="navbar-brand text-uppercase" href="/"><img src="https://nostarch.com/sites/all/themes/nostarch/logo.png" alt="Home" class="img-responsive"/></a> </div> <div id="navbar" class="navbar-collapse collapse text-center"> <ul class="menu nav navbar-nav"><li class="first leaf"><a href="/catalog.htm" title="Explore our catalog">Catalog</a></li> <li class="leaf"><a href="https://nostarch.com/merchandise-0" title="Merchandise">Merchandise</a></li> <li class="leaf"><a href="/blog" title="The No Starch Press blog">Blog</a></li> <li class="leaf"><a href="https://nostarch.com/early-access-program" title="Media contact">Early Access</a></li> <li class="leaf"><a href="/writeforus" title="Submit a book proposal">Write for Us</a></li> <li class="leaf"><a href="/about" title="About No Starch Press">About Us</a></li> <li class="last leaf"><a href="/contactus" title="Contact Us">Contact Us</a></li> </ul> <div class="region region-navigation"> <section id="block-uc-cart-cart" class="block block-uc-cart clearfix"> <h2 class="block-title"><a href="/cart"><span class="cart-block-icon-empty" title="View your shopping cart."></span></a><span class="cart-block-title-bar" title="Show/hide shopping cart contents.">Shopping cart<span class="cart-block-arrow arrow-down"></span></span></h2> <p class="cart-block-items collapsed uc-cart-empty">There are no products in your shopping cart.</p><table class="cart-block-summary"><tbody><tr><td class="cart-block-summary-items"><span class="num-items">0</span> Items</td><td class="cart-block-summary-total"><label>Total:</label> <span class="uc-price">$0.00</span></td></tr></tbody></table> </section> <section id="block-search-api-page-site-search" class="block block-search-api-page clearfix"> <form action="/artofr.htm" method="post" id="search-api-page-search-form-site-search" accept-charset="UTF-8"><div><div class="form-item form-item-keys-2 form-type-textfield form-group"><input placeholder="Search" class="form-control form-text" type="text" id="edit-keys-2" name="keys_2" value="" size="15" maxlength="128" /> <label class="control-label element-invisible" for="edit-keys-2">Enter your keywords</label> </div><input type="hidden" name="id" value="2" /> <button class="icon glyphicon glyphicon-search btn-primary form-control btn form-submit" type="submit" id="edit-submit-2" name="op" value=""></button> <input type="hidden" name="form_build_id" value="form-1TV4CEmDawIdf6cXiq2qtWiMKGQ4UplekXxkRXVSNDk" /> <input type="hidden" name="form_id" value="search_api_page_search_form_site_search" /> </div></form> </section> </div> </div> </nav> <div class="navbar-header"> <div class="logo-wrapper col-sm-6 hidden-xs"> <a class="logo navbar-btn pull-left" href="/" title="Home"> <img src="https://nostarch.com/sites/all/themes/nostarch/logo.png" alt="Home" class="img-responsive"/> </a> </div> <div class="logo-wrapper col-sm-6 hidden-xs"> <div class="region region-navigation"> <div class="region region-navigation"> <section id="block-uc-cart-cart" class="block block-uc-cart clearfix"> <h2 class="block-title"><a href="/cart"><span class="cart-block-icon-empty" title="View your shopping cart."></span></a><span class="cart-block-title-bar" title="Show/hide shopping cart contents.">Shopping cart<span class="cart-block-arrow arrow-down"></span></span></h2> <p class="cart-block-items collapsed uc-cart-empty">There are no products in your shopping cart.</p><table class="cart-block-summary"><tbody><tr><td class="cart-block-summary-items"><span class="num-items">0</span> Items</td><td class="cart-block-summary-total"><label>Total:</label> <span class="uc-price">$0.00</span></td></tr></tbody></table> </section> <section id="block-search-api-page-site-search" class="block block-search-api-page clearfix"> <form action="/artofr.htm" method="post" id="search-api-page-search-form-site-search" accept-charset="UTF-8"><div><div class="form-item form-item-keys-2 form-type-textfield form-group"><input placeholder="Search" class="form-control form-text" type="text" id="edit-keys-2" name="keys_2" value="" size="15" maxlength="128" /> <label class="control-label element-invisible" for="edit-keys-2">Enter your keywords</label> </div><input type="hidden" name="id" value="2" /> <button class="icon glyphicon glyphicon-search btn-primary form-control btn form-submit" type="submit" id="edit-submit-2" name="op" value=""></button> <input type="hidden" name="form_build_id" value="form-1TV4CEmDawIdf6cXiq2qtWiMKGQ4UplekXxkRXVSNDk" /> <input type="hidden" name="form_id" value="search_api_page_search_form_site_search" /> </div></form> </section> </div> </div> </div> </div> </div> </div> <div class="container"> <div class="row"> <div class="navbar-collapse collapse"> <nav role="navigation"> <ul class="menu nav navbar-nav"><ul class="menu nav navbar-nav"><li class="first leaf"><a href="/catalog.htm" title="Explore our catalog">Catalog</a></li> <li class="leaf"><a href="https://nostarch.com/merchandise-0" title="Merchandise">Merchandise</a></li> <li class="leaf"><a href="/blog" title="The No Starch Press blog">Blog</a></li> <li class="leaf"><a href="https://nostarch.com/early-access-program" title="Media contact">Early Access</a></li> <li class="leaf"><a href="/writeforus" title="Submit a book proposal">Write for Us</a></li> <li class="leaf"><a href="/about" title="About No Starch Press">About Us</a></li> <li class="last leaf"><a href="/contactus" title="Contact Us">Contact Us</a></li> </ul></ul> </nav> </div> </div> </div> </header> <div class="main-container container"> <header role="banner" id="page-header"> </header>  <div class="row"> <aside class="col-sm-3" role="complementary"> <div class="region region-sidebar-first well"> <section id="block-views-topics-block" class="block block-views clearfix"> <button class="btn btn-primary btn-block visible-xs vert-offset-top-2" data-toggle="collapse" data-target="#topics"><span class="glyphicon glyphicon-menu-down pull-left"></span> <span class="btn-text">Topics</span><span class="glyphicon glyphicon-menu-down pull-right"></span></button> <h2 class="block-title hidden-xs">Topics</h2> <div id="topics" class="view-content collapse dont-collapse animateCollapse"> <div class="view view-topics view-id-topics view-display-id-block view-dom-id-4423864e43c30e0124877d61aafec865"> <div class="view-content"> <div class="item-list"> <ul> <li class="views-row views-row-1 views-row-odd views-row-first"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/art-photography-design">Art & Design</a></span> </div></li> <li class="views-row views-row-2 views-row-even"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/general-computing">General Computing</a></span> </div></li> <li class="views-row views-row-3 views-row-odd"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/security">Hacking & Computer Security</a></span> </div></li> <li class="views-row views-row-4 views-row-even"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/hardware-and-diy">Hardware / DIY</a></span> </div></li> <li class="views-row views-row-5 views-row-odd"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/kids">Kids</a></span> </div></li> <li class="views-row views-row-6 views-row-even"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/lego">LEGO®</a></span> </div></li> <li class="views-row views-row-7 views-row-odd"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/linux-bsd-unix">Linux & BSD</a></span> </div></li> <li class="views-row views-row-8 views-row-even"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/manga">Manga</a></span> </div></li> <li class="views-row views-row-9 views-row-odd"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/programming">Programming</a></span> </div></li> <li class="views-row views-row-10 views-row-even"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/python">Python</a></span> </div></li> <li class="views-row views-row-11 views-row-odd"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/rforall">R for All</a></span> </div></li> <li class="views-row views-row-12 views-row-even"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/science-math">Science & Math</a></span> </div></li> <li class="views-row views-row-13 views-row-odd"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/scratch">Scratch</a></span> </div></li> <li class="views-row views-row-14 views-row-even"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/system-administration">System Administration</a></span> </div></li> <li class="views-row views-row-15 views-row-odd views-row-last"> <div class="views-field views-field-name"> <span class="field-content"><a href="/catalog/early-access">Early Access</a></span> </div></li> </ul></div> </div> <div class="view-footer"> <style> <![CDATA[/* ><!]]>*/ </style> </div> </div> </div> </section><section id="block-block-12" class="block block-block clearfix"> <div class="rounded_border_block"><span style="font-family:Arial,Helvetica,sans-serif"><strong><span style="font-size:12px"><span style="color:#c0392b"><a href="https://nostarch.com/about_ebooks.htm">FREE ebook edition with every print book purchased from nostarch.com!</a></span></span></strong></span></div> <p class="rtecenter"><span style="font-size:22px">+</span></p> <div class="rounded_border_block"><span style="font-family:Arial,Helvetica,sans-serif"><strong><span style="font-size:12px"><a href="https://nostarch.com/early-access-program"><span style="color:#c0392b">EARLY ACCESS lets you read full chapters months before a title's release date!</span></a></span></strong></span></div> </section> <section id="block-nostarch-custom-login-block" class="block block-nostarch-customclearfix"> <h2 class="block-title">User login</h2> <ul> <li><a href="/user">Log in</a></a></li> <li><a href="/user/register">Create account</a></a></li> </ul> </section> <section id="block-block-78" class="block block-block clearfix"> <script data-account="eeqOpWOUyZ" src="https://cdn.userway.org/widget.js"></script> </section> </div> </aside>  <section class="col-sm-6" style=""> <a id="main-content"></a> <div class="region region-content"> <section id="block-system-main" class="block block-system clearfix"> <div class="ds-1col node node-product view-mode-full clearfix"> <div class=""> <div class="field field-name-field-image-cache field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><div class="product-image"><div class="main-product-image"><a href="https://nostarch.com/sites/default/files/styles/uc_product_full/public/R_cvr_front.png?itok=6ofNh4WR" title="The Art of R Programming" class="colorbox" rel="uc_image_0"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/uc_product/public/R_cvr_front.png?itok=u1qB2kQG" alt="The Art of R Programming" title="The Art of R Programming" /></a></div></div></div></div></div><div class="field field-name-entity-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even"><h1 class="page-header">Art of R Programming</h1></div></div></div><div class="field field-name-field-subtitle field-type-text field-label-hidden"><div class="field-items"><div class="field-item even">A Tour of Statistical Software Design</div></div></div><div class="field field-name-field-author field-type-text field-label-hidden"><div class="field-items"><div class="field-item even">by Norman Matloff</div></div></div><div class="field field-name-released-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">October 2011, 400 pp.</div></div></div><div class="field field-name-field-isbn13 field-type-text field-label-inline clearfix clearfix"><div class="field-label">ISBN-13: </div><div class="field-items"><div class="field-item even">9781593273842</div></div></div><div class="add-to-cart"><form action="/artofr.htm" method="post" id="uc-product-add-to-cart-form-186" accept-charset="UTF-8"><div><div id="uc_product_add_to_cart_form-186-attributes" class="attributes"><div class="attribute attribute-1 odd"><div class="form-item form-item-attributes-1 form-type-radios form-group"><div id="edit-attributes-1" class="form-radios"><div class="form-item form-item-attributes-1 form-type-radio radio"> <label class="control-label" for="edit-attributes-1-3"><input type="radio" id="edit-attributes-1-3" name="attributes[1]" value="3" checked="checked" class="form-radio" />Print Book and FREE Ebook, $49.99</label> </div><div class="form-item form-item-attributes-1 form-type-radio radio"> <label class="control-label" for="edit-attributes-1-2"><input type="radio" id="edit-attributes-1-2" name="attributes[1]" value="2" class="form-radio" />Ebook (PDF, Mobi, and ePub), $41.99</label> </div></div></div></div></div><input type="hidden" name="qty" value="1" /> <input type="hidden" name="form_build_id" value="form-8lStB1zs8Az9gfJ7xsz5fUenaUWXFFqL6dh-VeDTONc" /> <input type="hidden" name="form_id" value="uc_product_add_to_cart_form_186" /> <div class="form-actions form-wrapper form-group" id="edit-actions"><button class="node-add-to-cart btn btn-success form-submit icon-before" type="submit" id="edit-submit-186" name="op" value="Add to cart"><span class="icon glyphicon glyphicon-plus" aria-hidden="true"></span> Add to cart</button> </div></div></form></div><div class="field field-name-product-menu field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even"><div class="menu-wrapper"><ul class="menu nav"><li><a href="#content">Contents</a></li><li><a href="#reviews">Reviews</a></li><li><a href="#updates">Updates</a></li></ul></div></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><ul> <li><u><a href="/download/R_ch_3.pdf" target="_blank"><b><font color="blue">Download Chapter 3: Matrices and Arrays</font></b></a></u></li> <li><u><a href="/download/code/artofr_code.zip"><b><font color="blue">Download the code from the book</font></b></a></u></li> <li><u><a href="/download/code/artofr_data.zip"><b><font color="blue">Download the data files from the book</font></b></a></u></li> </ul> <p>R is the world's most popular language for developing statistical software: Archaeologists use it to track the spread of ancient civilizations, drug companies use it to discover which medications are safe and effective, and actuaries use it to assess financial risks and keep economies running smoothly.</p> <p><i>The Art of R Programming</i> takes you on a guided tour of software development with R, from basic types and data structures to advanced topics like closures, recursion, and anonymous functions. No statistical knowledge is required, and your programming skills can range from hobbyist to pro.</p> <p>Along the way, you'll learn about functional and object-oriented programming, running mathematical simulations, and rearranging complex data into simpler, more useful formats. You'll also learn to:</p> <ul> <li>Create artful graphs to visualize complex data sets and functions</li> <li>Write more efficient code using parallel R and vectorization</li> <li>Interface R with C/C++ and Python for increased speed or functionality</li> <li>Find new R packages for text analysis, image manipulation, and more</li> <li>Squash annoying bugs with advanced debugging techniques</li> </ul> <p>Whether you're designing aircraft, forecasting the weather, or you just need to tame your data, <i>The Art of R Programming</i> is your guide to harnessing the power of statistical computing.</p> </div></div></div><div class="field field-name-field-author-bio field-type-text-long field-label-abovec"><div class="field-label">Author Bio </div><div class="field-items"><div class="field-item even"><p><b>Norman Matloff</b> is a professor of computer science (and was formerly a professor of statistics) at the University of California, Davis. His research interests include parallel processing and statistical regression, and he is the author of a number of widely-used Web tutorials on software development. He has written articles for the <i>New York Times</i>, the <i>Washington Post</i>, <i>Forbes Magazine</i>, and the <i>Los Angeles Times</i>, and is the co-author of <i>The Art of Debugging</i> (No Starch Press).</p> </div></div></div><div class="field field-name-field-toc field-type-text-long field-label-abovec" id="content"><div class="field-label">Table of contents </div><div class="field-items"><div class="field-item even"><p><strong>Introduction</strong><br /> <br /> <strong>Chapter 1:</strong> Getting Started<br /> <strong>Chapter 2:</strong> Vectors<br /> <strong>Chapter 3:</strong> Matrices and Arrays<br /> <strong>Chapter 4:</strong> Lists<br /> <strong>Chapter 5:</strong> Data Frames<br /> <strong>Chapter 6:</strong> Factors and Tables<br /> <strong>Chapter 7:</strong> R Programming Structures<br /> <strong>Chapter 8:</strong> Doing Math and Simulations in R<br /> <strong>Chapter 9:</strong> Object-Oriented Programming<br /> <strong>Chapter 10:</strong> Input/Output<br /> <strong>Chapter 11:</strong> String Manipulation<br /> <strong>Chapter 12:</strong> Graphics<br /> <strong>Chapter 13:</strong> Debugging<br /> <strong>Chapter 14:</strong> Performance Enhancement: Tradeoffs in Time and Space<br /> <strong>Chapter 15:</strong> Interfacing R to Other Languages<br /> <strong>Chapter 16:</strong> Parallel R</p> <p><strong>Appendix A:</strong> Installing R<br /> <strong>Appendix B:</strong> Installing and Using Packages</p> <p>View the detailed <a href="/download/R_TOC.pdf" target="_blank">Table of Contents</a><br /> View the <a href="/download/R_index.pdf" target="new">Index</a> </p> </div></div></div><div class="field field-name-field-reviews field-type-text-long field-label-abovec" id="reviews"><div class="field-label">Reviews </div><div class="field-items"><div class="field-item even"><p>"If a person really wants to be able to speak the R language and become a competent R programmer then . . . one can find no better guide than Norman Matloff's <i>The Art of R Programming</i>."<br /> —<b>Joe Rickert, Revolution Analytics</b> (<a href="http://blog.revolutionanalytics.com/2011/11/review-of-the-art-of-r-programming-by-norman-matloff.html" target="new">Read More</a>)</p> <p>"The book I'd recommend for someone wanting to learn R, especially for someone with more experience in programming than statistics."<br /> —<b>John D. Cook, The Endeavor</b> (<a href="http://www.johndcook.com/blog/2011/10/10/the-art-of-r-programming/" target="new">Read More</a>)</p> <p>"Good from cover to cover. Enough depth that the experienced R user will find useful things in the later chapters."<br /> —<b>John Graham-Cumming</b></p> <p>“If you are serious about learning R . . . <i>The Art of R Programming</i> will be beneficial to you.”<br /> —<b>Paolo Sonego, One R Tip a Day</b> (<a href="http://onertipaday.blogspot.com.au/2011/12/art-of-r-programming-my-two-cents.html" target="new">Read More</a>)</p> <p>"Makes it look easy for those scientists who need to make numerical models based on statistical analysis. Serious stuff for people who are already R programmers, but it has a lot of value for entry level folks too."<br /> —<b>Hank Campbell, Science 2.0</b> (<a href="http://www.science20.com/science_20/we_three_science_gifts_christmas-85545" target="new">Read More</a>)</p> <p>"If you need to do statistical work as a programmer I highly recommend buying it."<br /> —<b>Bryan Bell, Math and More</b> (<a href="http://bloggingmath.wordpress.com/2011/11/04/book-review-the-art-of-r-programming/" target="new">Read More</a>)</p> <p>"An R programming book that starts from the beginning. If you have at least a vague idea of what programming is, you should find <i>The Art of R Programming</i> useful. I’m keeping this one."<br /> —<b>Nathan Yau, FlowingData</b> (<a href="http://flowingdata.com/2011/11/16/book-the-art-of-r-programming/" target="new">Read More</a>)</p> </div></div></div><div class="field field-name-field-updates field-type-text-long field-label-abovec" id="updates"><div class="field-label">Updates </div><div class="field-items"><div class="field-item even"><p>View the <a href="/download/ArtOfRProgramming_errata_p14.pdf" target="_blank" style="text-decoration:underline;"><u><b>latest errata</b></u></a>.</p> </div></div></div> </div> </div> </section> <section id="block-shariff-shariff-block" class="block block-shariff clearfix"> <div class="shariff" data-services="["facebook","print","twitter"]" data-theme="colored" data-orientation="horizontal" data-twitter-via="nostarch" data-lang="en"></div> </section> </div> </section> <aside class="col-sm-3" role="complementary"> <div class="region region-sidebar-second"> <section id="block-system-navigation" class="block block-system block-menu clearfix"> <h2 class="block-title">Navigation</h2> <ul class="menu nav"><li class="first last leaf"><a href="/user" title="">My account</a></li> </ul> </section> <section id="block-block-52" class="block block-block clearfix"> <p><a href="/mailchimp/subscribe">Want sweet deals? <br />Sign up for our newsletter.</a></p> </section> <section id="block-views-related-products-block" class="block block-views clearfix"> <h2 class="block-title">You might also like...</h2> <div class="view view-related-products view-id-related_products view-display-id-block auto-clear view-dom-id-9b73b8c6f3e453f35681839741132aa5"> <div class="view-content"> <div class="views-row views-row-1 views-row-odd views-row-first col-xs-6 col-sm-6 col-md-12"> <div class="views-field views-field-field-image-cache"> <div class="field-content"><a href="/missing-readme"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/product/public/missing-readme_cover.png?itok=0Bv8TIn0" width="90" height="136" alt="The Missing README front cover" title="The Missing README front cover" /></a></div> </div> </div> <div class="views-row views-row-2 views-row-even col-xs-6 col-sm-6 col-md-12"> <div class="views-field views-field-field-image-cache"> <div class="field-content"><a href="/rubyex"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/product/public/ruby_big.jpg?itok=sz_t2LlK" width="90" height="119" alt="Ruby by Example" title="Ruby by Example" /></a></div> </div> </div> <div class="views-row views-row-3 views-row-odd col-xs-6 col-sm-6 col-md-12"> <div class="views-field views-field-field-image-cache"> <div class="field-content"><a href="/effective-shell"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/product/public/Effective%20Shell_frontcover.png?itok=oVRAUGwI" width="90" height="119" alt="Effective Shell placeholder cover" title="Effective Shell placeholder cover" /></a></div> </div> </div> <div class="views-row views-row-4 views-row-even col-xs-6 col-sm-6 col-md-12"> <div class="views-field views-field-field-image-cache"> <div class="field-content"><a href="/practical-deep-learning-python"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/product/public/deepLearning_frontcover.png?itok=Ma-8f22m" width="90" height="119" alt="Practical Deep Learning Cover" title="Practical Deep Learning" /></a></div> </div> </div> <div class="views-row views-row-5 views-row-odd col-xs-6 col-sm-6 col-md-12"> <div class="views-field views-field-field-image-cache"> <div class="field-content"><a href="/math-programming"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/product/public/MathProgramming_frontcover.png?itok=ZbNTnxbf" width="90" height="119" alt="Math for Programming cover" title="Math for Programming cover" /></a></div> </div> </div> <div class="views-row views-row-6 views-row-even views-row-last col-xs-6 col-sm-6 col-md-12"> <div class="views-field views-field-field-image-cache"> <div class="field-content"><a href="/art-arm-assembly-volume-1"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/product/public/ArtARM_frontcover.png?itok=7dljC_l9" width="90" height="119" alt="The Art of ARM Assembly cover" title="The Art of ARM Assembly cover" /></a></div> </div> </div> </div> </div> </section> </div> </aside>  </div> </div> <footer class="footer container"> <div class="region region-footer"> <section id="block-block-16" class="block block-block clearfix"> <div id="footer-links"> <br> <a class="footer-links" href="/about.htm">About Us</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/Jobs.htm">Jobs!</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/distribution.htm">Sales and Distribution</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/rights">Rights</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/media.htm">Media</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/academic.htm">Academic Requests</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/conferences.htm">Conferences</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/orderfaq.htm">FAQ</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/contactus">Contact Us</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/writeforus">Write for Us</a>  <span class="footer-divider">|</span>  <a class="footer-links" href="/privacypolicy.htm">Privacy</a> </div> </section> <section id="block-nostarch-custom-custom-footer-copyright" class="block block-nostarch-custom clearfix"> <div class="block-block"> <p>Copyright 2025. No Starch Press, Inc</p> </div> </section> </div> </footer> <script src="https://nostarch.com/sites/all/modules/contrib/addthis/addthis.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/libraries/shariff/shariff.min.js?stn5l0"></script> <script src="https://nostarch.com/sites/all/themes/contrib/bootstrap/js/bootstrap.js?stn5l0"></script>  <script> !function(w,d){if(!w.rdt){var p=w.rdt=function(){p.sendEvent?p.sendEvent.apply(p,arguments):p.callQueue.push(arguments)};p.callQueue=[];var t=d.createElement("script");t.src="https://www.redditstatic.com/ads/pixel.js",t.async=!0;var s=d.getElementsByTagName("script")[0];s.parentNode.insertBefore(t,s)}}(window,document);rdt('init','t2_6acpsf9y');rdt('track', 'PageVisit'); </script>   <script>(function(){function c(){var b=a.contentDocument||a.contentWindow.document;if(b){var d=b.createElement('script');d.innerHTML="window.__CF$cv$params={r:'92b916675e4eae45',t:'MTc0Mzg1NjU0OS4wMDAwMDA='};var a=document.createElement('script');a.nonce='';a.src='/cdn-cgi/challenge-platform/scripts/jsd/main.js';document.getElementsByTagName('head')[0].appendChild(a);";b.getElementsByTagName('head')[0].appendChild(d)}}if(document.body){var a=document.createElement('iframe');a.height=1;a.width=1;a.style.position='absolute';a.style.top=0;a.style.left=0;a.style.border='none';a.style.visibility='hidden';document.body.appendChild(a);if('loading'!==document.readyState)c();else if(window.addEventListener)document.addEventListener('DOMContentLoaded',c);else{var e=document.onreadystatechange||function(){};document.onreadystatechange=function(b){e(b);'loading'!==document.readyState&&(document.onreadystatechange=e,c())}}}})();</script></body> </html>