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href="#Data_format_compatibility"> <div class="vector-toc-text"> <span class="vector-toc-numb">1.3</span> <span>Data format compatibility</span> </div> </a> <ul id="toc-Data_format_compatibility-sublist" class="vector-toc-list"> </ul> </li> </ul> </li> <li id="toc-History" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#History"> <div class="vector-toc-text"> <span class="vector-toc-numb">2</span> <span>History</span> </div> </a> <button aria-controls="toc-History-sublist" class="cdx-button cdx-button--weight-quiet cdx-button--icon-only vector-toc-toggle"> <span class="vector-icon mw-ui-icon-wikimedia-expand"></span> <span>Toggle History subsection</span> </button> <ul id="toc-History-sublist" class="vector-toc-list"> <li id="toc-Origins" class="vector-toc-list-item vector-toc-level-2"> <a class="vector-toc-link" href="#Origins"> <div class="vector-toc-text"> <span class="vector-toc-numb">2.1</span> <span>Origins</span> 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</ul> </li> <li id="toc-Software_products" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Software_products"> <div class="vector-toc-text"> <span class="vector-toc-numb">3</span> <span>Software products</span> </div> </a> <ul id="toc-Software_products-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Example_code" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Example_code"> <div class="vector-toc-text"> <span class="vector-toc-numb">4</span> <span>Example code</span> </div> </a> <ul id="toc-Example_code-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-See_also" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#See_also"> <div class="vector-toc-text"> <span class="vector-toc-numb">5</span> <span>See also</span> </div> </a> <ul id="toc-See_also-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-References" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#References"> <div class="vector-toc-text"> <span class="vector-toc-numb">6</span> <span>References</span> </div> </a> <ul id="toc-References-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-Further_reading" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#Further_reading"> <div class="vector-toc-text"> <span class="vector-toc-numb">7</span> <span>Further reading</span> </div> </a> <ul id="toc-Further_reading-sublist" class="vector-toc-list"> </ul> </li> <li id="toc-External_links" class="vector-toc-list-item vector-toc-level-1 vector-toc-list-item-expanded"> <a class="vector-toc-link" href="#External_links"> <div class="vector-toc-text"> <span class="vector-toc-numb">8</span> <span>External links</span> </div> </a> <ul id="toc-External_links-sublist" class="vector-toc-list"> </ul> </li> </ul> </div> </div> </nav> </div> </div> <div class="mw-content-container"> <main id="content" class="mw-body"> <header class="mw-body-header vector-page-titlebar"> <nav aria-label="Contents" class="vector-toc-landmark"> <div id="vector-page-titlebar-toc" class="vector-dropdown vector-page-titlebar-toc vector-button-flush-left" > <input type="checkbox" id="vector-page-titlebar-toc-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-vector-page-titlebar-toc" class="vector-dropdown-checkbox " aria-label="Toggle the table of contents" > <label id="vector-page-titlebar-toc-label" for="vector-page-titlebar-toc-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet cdx-button--icon-only " aria-hidden="true" ><span class="vector-icon mw-ui-icon-listBullet mw-ui-icon-wikimedia-listBullet"></span> <span class="vector-dropdown-label-text">Toggle the table of contents</span> </label> <div class="vector-dropdown-content"> <div id="vector-page-titlebar-toc-unpinned-container" class="vector-unpinned-container"> </div> </div> </div> </nav> <h1 id="firstHeading" class="firstHeading mw-first-heading"><span class="mw-page-title-main">Stata</span></h1> <div id="p-lang-btn" class="vector-dropdown mw-portlet mw-portlet-lang" > <input type="checkbox" id="p-lang-btn-checkbox" role="button" aria-haspopup="true" data-event-name="ui.dropdown-p-lang-btn" class="vector-dropdown-checkbox mw-interlanguage-selector" aria-label="Go to an article in another language. Available in 18 languages" > <label id="p-lang-btn-label" for="p-lang-btn-checkbox" class="vector-dropdown-label cdx-button cdx-button--fake-button cdx-button--fake-button--enabled cdx-button--weight-quiet cdx-button--action-progressive mw-portlet-lang-heading-18" aria-hidden="true" ><span class="vector-icon mw-ui-icon-language-progressive mw-ui-icon-wikimedia-language-progressive"></span> <span class="vector-dropdown-label-text">18 languages</span> </label> <div class="vector-dropdown-content"> <div class="vector-menu-content"> <ul class="vector-menu-content-list"> <li class="interlanguage-link interwiki-az mw-list-item"><a href="https://az.wikipedia.org/wiki/Stata" title="Stata – Azerbaijani" lang="az" hreflang="az" data-title="Stata" data-language-autonym="Azərbaycanca" data-language-local-name="Azerbaijani" class="interlanguage-link-target"><span>Azərbaycanca</span></a></li><li class="interlanguage-link interwiki-ca mw-list-item"><a href="https://ca.wikipedia.org/wiki/Stata" title="Stata – Catalan" lang="ca" hreflang="ca" data-title="Stata" data-language-autonym="Català" data-language-local-name="Catalan" class="interlanguage-link-target"><span>Català</span></a></li><li class="interlanguage-link interwiki-de mw-list-item"><a href="https://de.wikipedia.org/wiki/Stata" title="Stata – German" lang="de" hreflang="de" data-title="Stata" data-language-autonym="Deutsch" data-language-local-name="German" class="interlanguage-link-target"><span>Deutsch</span></a></li><li class="interlanguage-link interwiki-es mw-list-item"><a href="https://es.wikipedia.org/wiki/Stata" title="Stata – Spanish" lang="es" hreflang="es" data-title="Stata" data-language-autonym="Español" data-language-local-name="Spanish" class="interlanguage-link-target"><span>Español</span></a></li><li class="interlanguage-link interwiki-fa mw-list-item"><a href="https://fa.wikipedia.org/wiki/%D8%A7%D8%B3%D8%AA%D8%AA%D8%A7" title="استتا – Persian" lang="fa" hreflang="fa" data-title="استتا" data-language-autonym="فارسی" data-language-local-name="Persian" class="interlanguage-link-target"><span>فارسی</span></a></li><li class="interlanguage-link interwiki-fr mw-list-item"><a href="https://fr.wikipedia.org/wiki/Stata" title="Stata – French" lang="fr" hreflang="fr" data-title="Stata" data-language-autonym="Français" data-language-local-name="French" class="interlanguage-link-target"><span>Français</span></a></li><li class="interlanguage-link interwiki-ko mw-list-item"><a href="https://ko.wikipedia.org/wiki/Stata" title="Stata – Korean" lang="ko" hreflang="ko" data-title="Stata" data-language-autonym="한국어" data-language-local-name="Korean" class="interlanguage-link-target"><span>한국어</span></a></li><li class="interlanguage-link interwiki-hi mw-list-item"><a href="https://hi.wikipedia.org/wiki/%E0%A4%B8%E0%A5%8D%E0%A4%9F%E0%A5%88%E0%A4%9F%E0%A4%BE" title="स्टैटा – Hindi" lang="hi" hreflang="hi" data-title="स्टैटा" data-language-autonym="हिन्दी" data-language-local-name="Hindi" class="interlanguage-link-target"><span>हिन्दी</span></a></li><li class="interlanguage-link interwiki-id mw-list-item"><a href="https://id.wikipedia.org/wiki/Stata" title="Stata – Indonesian" lang="id" hreflang="id" data-title="Stata" data-language-autonym="Bahasa Indonesia" data-language-local-name="Indonesian" class="interlanguage-link-target"><span>Bahasa Indonesia</span></a></li><li class="interlanguage-link interwiki-ja mw-list-item"><a href="https://ja.wikipedia.org/wiki/Stata" title="Stata – Japanese" lang="ja" hreflang="ja" data-title="Stata" data-language-autonym="日本語" data-language-local-name="Japanese" class="interlanguage-link-target"><span>日本語</span></a></li><li class="interlanguage-link interwiki-pl mw-list-item"><a href="https://pl.wikipedia.org/wiki/Stata" title="Stata – Polish" lang="pl" hreflang="pl" data-title="Stata" data-language-autonym="Polski" data-language-local-name="Polish" class="interlanguage-link-target"><span>Polski</span></a></li><li class="interlanguage-link interwiki-pt mw-list-item"><a href="https://pt.wikipedia.org/wiki/Stata" title="Stata – Portuguese" lang="pt" hreflang="pt" data-title="Stata" data-language-autonym="Português" data-language-local-name="Portuguese" class="interlanguage-link-target"><span>Português</span></a></li><li class="interlanguage-link interwiki-fi mw-list-item"><a href="https://fi.wikipedia.org/wiki/Stata" title="Stata – Finnish" lang="fi" hreflang="fi" data-title="Stata" data-language-autonym="Suomi" data-language-local-name="Finnish" class="interlanguage-link-target"><span>Suomi</span></a></li><li class="interlanguage-link interwiki-uk mw-list-item"><a href="https://uk.wikipedia.org/wiki/Stata" title="Stata – Ukrainian" lang="uk" hreflang="uk" data-title="Stata" data-language-autonym="Українська" data-language-local-name="Ukrainian" class="interlanguage-link-target"><span>Українська</span></a></li><li class="interlanguage-link interwiki-ug mw-list-item"><a href="https://ug.wikipedia.org/wiki/%D8%B3%D9%89%D8%AA%DB%95%D8%AA%D8%A7" title="سىتەتا – Uyghur" lang="ug" hreflang="ug" data-title="سىتەتا" data-language-autonym="ئۇيغۇرچە / Uyghurche" data-language-local-name="Uyghur" class="interlanguage-link-target"><span>ئۇيغۇرچە / Uyghurche</span></a></li><li class="interlanguage-link interwiki-vi mw-list-item"><a href="https://vi.wikipedia.org/wiki/Stata" title="Stata – Vietnamese" lang="vi" hreflang="vi" data-title="Stata" data-language-autonym="Tiếng Việt" data-language-local-name="Vietnamese" class="interlanguage-link-target"><span>Tiếng Việt</span></a></li><li class="interlanguage-link interwiki-zh-yue mw-list-item"><a href="https://zh-yue.wikipedia.org/wiki/Stata" title="Stata – Cantonese" lang="yue" hreflang="yue" data-title="Stata" data-language-autonym="粵語" data-language-local-name="Cantonese" class="interlanguage-link-target"><span>粵語</span></a></li><li class="interlanguage-link interwiki-zh mw-list-item"><a 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free encyclopedia</div> </div> <div id="contentSub"><div id="mw-content-subtitle"></div></div> <div id="mw-content-text" class="mw-body-content"><div class="mw-content-ltr mw-parser-output" lang="en" dir="ltr"><div class="shortdescription nomobile noexcerpt noprint searchaux" style="display:none">Statistical software package</div> <style data-mw-deduplicate="TemplateStyles:r1236090951">.mw-parser-output .hatnote{font-style:italic}.mw-parser-output div.hatnote{padding-left:1.6em;margin-bottom:0.5em}.mw-parser-output .hatnote i{font-style:normal}.mw-parser-output .hatnote+link+.hatnote{margin-top:-0.5em}@media print{body.ns-0 .mw-parser-output .hatnote{display:none!important}}</style><div role="note" class="hatnote navigation-not-searchable">Not to be confused with <a href="/wiki/Stada" class="mw-redirect" title="Stada">Stada</a> or <a href="/wiki/Ray_Stata" title="Ray Stata">Ray Stata</a>.</div> <style data-mw-deduplicate="TemplateStyles:r1257001546">.mw-parser-output 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.mw-parser-output .infobox-table th,body.skin--responsive .mw-parser-output .infobox-table td{padding-left:inherit;padding-right:inherit}}</style><table class="infobox vevent"><caption class="infobox-title summary">Stata</caption><tbody><tr><td colspan="2" class="infobox-image logo"><span class="mw-default-size" typeof="mw:File/Frameless"><a href="/wiki/File:Stata_logo_med_blue.png" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/7/79/Stata_logo_med_blue.png/120px-Stata_logo_med_blue.png" decoding="async" width="120" height="34" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/7/79/Stata_logo_med_blue.png/180px-Stata_logo_med_blue.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/7/79/Stata_logo_med_blue.png/240px-Stata_logo_med_blue.png 2x" data-file-width="438" data-file-height="125" /></a></span></td></tr><tr><td colspan="2" class="infobox-image logo"><span class="mw-default-size" typeof="mw:File/Frameless"><a href="/wiki/File:Stata18.png" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/c/c8/Stata18.png/220px-Stata18.png" decoding="async" width="220" height="167" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/c/c8/Stata18.png/330px-Stata18.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/c/c8/Stata18.png/440px-Stata18.png 2x" data-file-width="1684" data-file-height="1282" /></a></span><div class="infobox-caption">Stata 18 on <a href="/wiki/Microsoft_Windows" title="Microsoft Windows">Windows</a></div></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Programmer" title="Programmer">Original author(s)</a></th><td class="infobox-data">William Gould<sup id="cite_ref-newton2015_1-0" class="reference"><a href="#cite_note-newton2015-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Programmer" title="Programmer">Developer(s)</a></th><td class="infobox-data">StataCorp</td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;">Initial release</th><td class="infobox-data">1985<span style="display:none"> (<span class="bday dtstart published updated itvstart">1985</span>)</span></td></tr><tr style="display: none;"><td colspan="2" class="infobox-full-data"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1257001546"></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Software_release_life_cycle" title="Software release life cycle">Stable release</a></th><td class="infobox-data"><div style="margin:0px;">18.0 / April 25, 2023<span class="noprint">; 18 months ago</span><span style="display:none"> (<span class="bday dtstart published updated">2023-04-25</span>)</span></div></td></tr><tr style="display:none"><td colspan="2"> </td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;">Written in</th><td class="infobox-data"><a href="/wiki/C_(programming_language)" title="C (programming language)">C</a></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Operating_system" title="Operating system">Operating system</a></th><td class="infobox-data"><a href="/wiki/Microsoft_Windows" title="Microsoft Windows">Windows</a>, <a href="/wiki/MacOS" title="MacOS">macOS</a>, <a href="/wiki/Linux" title="Linux">Linux</a></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Software_categories#Categorization_approaches" title="Software categories">Type</a></th><td class="infobox-data"><a href="/wiki/Statistical_analysis" class="mw-redirect" title="Statistical analysis">Statistical analysis</a><br /><a href="/wiki/Numerical_analysis" title="Numerical analysis">Numerical analysis</a></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;"><a href="/wiki/Software_license" title="Software license">License</a></th><td class="infobox-data"><a href="/wiki/Proprietary_software" title="Proprietary software">Proprietary</a></td></tr><tr><th scope="row" class="infobox-label" style="white-space: nowrap;">Website</th><td class="infobox-data"><span class="url"><a rel="nofollow" class="external text" href="https://www.stata.com/">www<wbr />.stata<wbr />.com</a></span></td></tr></tbody></table> <p><b>Stata</b> (<span class="rt-commentedText nowrap"><span class="IPA nopopups noexcerpt" lang="en-fonipa"><a href="/wiki/Help:IPA/English" title="Help:IPA/English">/<span style="border-bottom:1px dotted"><span title="/ˈ/: primary stress follows">ˈ</span><span title="'s' in 'sigh'">s</span><span title="'t' in 'tie'">t</span><span title="/eɪ/: 'a' in 'face'">eɪ</span><span title="'t' in 'tie'">t</span><span title="/ə/: 'a' in 'about'">ə</span></span>/</a></span></span>,<sup id="cite_ref-2" class="reference"><a href="#cite_note-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup> <a href="/wiki/Help:Pronunciation_respelling_key" title="Help:Pronunciation respelling key"><i title="English pronunciation respelling"><span style="font-size:90%">STAY</span>-ta</i></a>, alternatively <span class="rt-commentedText nowrap"><span class="IPA nopopups noexcerpt" lang="en-fonipa"><a href="/wiki/Help:IPA/English" title="Help:IPA/English">/<span style="border-bottom:1px dotted"><span title="/ˈ/: primary stress follows">ˈ</span><span title="'s' in 'sigh'">s</span><span title="'t' in 'tie'">t</span><span title="/æ/: 'a' in 'bad'">æ</span><span title="'t' in 'tie'">t</span><span title="/ə/: 'a' in 'about'">ə</span></span>/</a></span></span>, occasionally stylized as STATA<sup id="cite_ref-3" class="reference"><a href="#cite_note-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-4" class="reference"><a href="#cite_note-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup>) is a general-purpose <a href="/wiki/Statistics" title="Statistics">statistical</a> software package developed by StataCorp for data manipulation, visualization, statistics, and automated reporting. It is used by researchers in many fields, including <a href="/wiki/Biomedicine" title="Biomedicine">biomedicine</a>, <a href="/wiki/Economics" title="Economics">economics</a>, <a href="/wiki/Epidemiology" title="Epidemiology">epidemiology</a>, and <a href="/wiki/Sociology" title="Sociology">sociology</a>.<sup id="cite_ref-5" class="reference"><a href="#cite_note-5"><span class="cite-bracket">[</span>5<span class="cite-bracket">]</span></a></sup> </p><p>Stata was initially developed by Computing Resource Center in California and the first version was released in 1985.<sup id="cite_ref-cox2005_6-0" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> In 1993, the company moved to <a href="/wiki/College_Station,_Texas" title="College Station, Texas">College Station, Texas</a> and was renamed Stata Corporation, now known as StataCorp.<sup id="cite_ref-newton2015_1-1" class="reference"><a href="#cite_note-newton2015-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> A major release in 2003 included a new graphics system and dialog boxes for all commands.<sup id="cite_ref-cox2005_6-1" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> Since then, a new version has been released once every two years.<sup id="cite_ref-versions_7-0" class="reference"><a href="#cite_note-versions-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup> The current version is Stata 18, released in April 2023.<sup id="cite_ref-8" class="reference"><a href="#cite_note-8"><span class="cite-bracket">[</span>8<span class="cite-bracket">]</span></a></sup> </p> <meta property="mw:PageProp/toc" /> <div class="mw-heading mw-heading2"><h2 id="Technical_overview_and_terminology">Technical overview and terminology</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=1" title="Edit section: Technical overview and terminology"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <div class="mw-heading mw-heading3"><h3 id="User_interface">User interface</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=2" title="Edit section: User interface"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>From its creation, Stata has always employed an integrated command-line interface. Starting with version 8.0, Stata has included a <a href="/wiki/Graphical_user_interface" title="Graphical user interface">graphical user interface</a> which uses <a href="/wiki/Menu_(computing)" title="Menu (computing)">menus</a> and <a href="/wiki/Dialog_boxes" class="mw-redirect" title="Dialog boxes">dialog boxes</a> to give access to many built-in commands. The dataset can be viewed or edited in spreadsheet format. From version 11 on, other commands can be executed while the data browser or editor is opened. </p> <div class="mw-heading mw-heading3"><h3 id="Data_structure_and_storage">Data structure and storage</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=3" title="Edit section: Data structure and storage"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Until the release of version 16,<sup id="cite_ref-9" class="reference"><a href="#cite_note-9"><span class="cite-bracket">[</span>9<span class="cite-bracket">]</span></a></sup> Stata could only open a single <a href="/wiki/Dataset" class="mw-redirect" title="Dataset">dataset</a> at any one time. Stata allows for flexibility with assigning data types to data. Its <code>compress</code> command automatically reassigns data to data types that take up less memory without loss of information. Stata utilizes integer storage types which occupy only one or two bytes rather than four, and single-precision (4 bytes) rather than double-precision (8 bytes) is the default for <a href="/wiki/Floating-point" class="mw-redirect" title="Floating-point">floating-point</a> numbers. </p><p>Stata's data format is always <a href="/wiki/Table_(information)" title="Table (information)">tabular</a> in format. Stata refers to the columns of tabular data as variables. </p> <div class="mw-heading mw-heading3"><h3 id="Data_format_compatibility">Data format compatibility</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=4" title="Edit section: Data format compatibility"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>Stata can import data in a variety of formats. This includes <a href="/wiki/ASCII" title="ASCII">ASCII</a> data formats (such as <a href="/wiki/Comma-separated_value" class="mw-redirect" title="Comma-separated value">CSV</a> or <a href="/wiki/Databank_format" title="Databank format">databank</a> formats) and spreadsheet formats (including various <a href="/wiki/Microsoft_Excel" title="Microsoft Excel">Excel</a> formats). </p><p>Stata's proprietary <a href="/wiki/File_format" title="File format">file formats</a> have changed over time, although not every Stata release includes a new dataset format. Every version of Stata can read all older dataset formats, and can write both the current and most recent previous dataset format, using the <code>saveold</code> command.<sup id="cite_ref-10" class="reference"><a href="#cite_note-10"><span class="cite-bracket">[</span>10<span class="cite-bracket">]</span></a></sup> Thus, the current Stata release can always open datasets that were created with older versions, but older versions cannot read newer format datasets. </p><p>Stata can read and write SAS XPORT format datasets natively, using the <i>fdause</i> and <i>fdasave</i> commands. </p><p>Some other <a href="/wiki/Econometrics" title="Econometrics">econometric</a> applications, including <a href="/wiki/Gretl" title="Gretl">gretl</a>, can directly import Stata file formats. </p> <div class="mw-heading mw-heading2"><h2 id="History">History</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=5" title="Edit section: History"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <div class="mw-heading mw-heading3"><h3 id="Origins">Origins</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=6" title="Edit section: Origins"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The development of Stata began in 1984, initially by William (Bill) Gould and later by Sean Becketti. The software was originally intended to compete with statistical programs for personal computers such as <a href="/wiki/SYSTAT_(statistics_package)" title="SYSTAT (statistics package)">SYSTAT</a> and <a href="/wiki/EViews" title="EViews">MicroTSP</a>.<sup id="cite_ref-cox2005_6-2" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> Stata was written, then as now, in the <a href="/wiki/C_(programming_language)" title="C (programming language)">C</a> programming language, initially for <a href="/wiki/Personal_computer" title="Personal computer">PCs</a> running the <a href="/wiki/DOS" title="DOS">DOS</a> operating system. The first version was released in 1985 with 44 commands.<sup id="cite_ref-cox2005_6-3" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> </p> <table class="infobox mw-collapsible"> <caption class="nowrap">Commands in Stata 1.0 and Stata 1.1 </caption> <tbody><tr style="font-family:monospace;"> <td>append </td> <td style="padding-left:1.0em;">dir </td> <td style="padding-left:1.0em;">infile </td> <td style="padding-left:1.0em;">plot </td> <td style="padding-left:1.0em;">spool </td></tr> <tr style="font-family:monospace;"> <td>beep</td> <td style="padding-left:1.0em;">do</td> <td style="padding-left:1.0em;">input</td> <td style="padding-left:1.0em;">query</td> <td style="padding-left:1.0em;">summarize </td></tr> <tr style="font-family:monospace;"> <td>by</td> <td style="padding-left:1.0em;">drop</td> <td style="padding-left:1.0em;">label</td> <td style="padding-left:1.0em;">regress</td> <td style="padding-left:1.0em;">tabulate </td></tr> <tr style="font-family:monospace;"> <td>capture</td> <td style="padding-left:1.0em;">erase</td> <td style="padding-left:1.0em;">list</td> <td style="padding-left:1.0em;">rename</td> <td style="padding-left:1.0em;">test </td></tr> <tr style="font-family:monospace;"> <td>confirm</td> <td style="padding-left:1.0em;">exit</td> <td style="padding-left:1.0em;">macro</td> <td style="padding-left:1.0em;">replace</td> <td style="padding-left:1.0em;">type </td></tr> <tr style="font-family:monospace;"> <td>convert</td> <td style="padding-left:1.0em;">expand</td> <td style="padding-left:1.0em;">merge</td> <td style="padding-left:1.0em;">run</td> <td style="padding-left:1.0em;">use </td></tr> <tr style="font-family:monospace;"> <td>correlate</td> <td style="padding-left:1.0em;">format</td> <td style="padding-left:1.0em;">modify</td> <td style="padding-left:1.0em;">save</td> <td style="padding-left:1.0em;"> </td></tr> <tr style="font-family:monospace;"> <td>count</td> <td style="padding-left:1.0em;">generate</td> <td style="padding-left:1.0em;">more</td> <td style="padding-left:1.0em;">set</td> <td style="padding-left:1.0em;"> </td></tr> <tr style="font-family:monospace;"> <td>describe</td> <td style="padding-left:1.0em;">help</td> <td style="padding-left:1.0em;">outfile</td> <td style="padding-left:1.0em;">sort</td> <td style="padding-left:1.0em;"> </td></tr></tbody></table> <div class="mw-heading mw-heading3"><h3 id="Development">Development</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=7" title="Edit section: Development"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>There have been 18 major releases of Stata between 1985 and 2024, and additional code and documentation updates between major releases.<sup id="cite_ref-versions_7-1" class="reference"><a href="#cite_note-versions-7"><span class="cite-bracket">[</span>7<span class="cite-bracket">]</span></a></sup> In its early years, extra sets of Stata programs were sometimes sold as "kits" or distributed as Support Disks. With the release of Stata 6 in 1999, <code>update</code>s began to be delivered to users via the web.<sup id="cite_ref-cox2005_6-4" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> The initial release of Stata was for the <a href="/wiki/DOS" title="DOS">DOS</a> operating system. Since then, versions of Stata have been released for systems running <a href="/wiki/Unix" title="Unix">Unix</a> variants like <a href="/wiki/Linux" title="Linux">Linux</a> distributions, <a href="/wiki/Microsoft_Windows" title="Microsoft Windows">Windows</a>, and <a href="/wiki/Macintosh_operating_systems" class="mw-redirect" title="Macintosh operating systems">MacOS</a>.<sup id="cite_ref-cox2005_6-5" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> All Stata files are platform-independent. </p><p>Hundreds of commands have been added to Stata in its 37-year history.<sup id="cite_ref-11" class="reference"><a href="#cite_note-11"><span class="cite-bracket">[</span>11<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-12" class="reference"><a href="#cite_note-12"><span class="cite-bracket">[</span>12<span class="cite-bracket">]</span></a></sup> Certain developments have proved to be particularly important and continue to shape the <a href="/wiki/User_experience" title="User experience">user experience</a> today, including <a href="/wiki/Extensibility" title="Extensibility">extensibility</a>, <a href="/wiki/Cross-platform_software" title="Cross-platform software">platform independence</a>, and the active <a href="/wiki/Virtual_community" title="Virtual community">user community</a>.<sup id="cite_ref-cox2005_6-6" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> </p><p><br /> </p> <div class="mw-heading mw-heading3"><h3 id="Extensibility">Extensibility</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=8" title="Edit section: Extensibility"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The <code>program</code> command was implemented in Stata 1.2, giving users the ability to add their own commands.<sup id="cite_ref-cox2005_6-7" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup><sup id="cite_ref-13" class="reference"><a href="#cite_note-13"><span class="cite-bracket">[</span>13<span class="cite-bracket">]</span></a></sup> ado-files followed in Stata 2.1, allowing a user-written program to be automatically loaded into memory. Many user-written ado-files are submitted to the <a href="/w/index.php?title=Statistical_Software_Components_Archive&action=edit&redlink=1" class="new" title="Statistical Software Components Archive (page does not exist)">Statistical Software Components Archive</a> hosted by Boston College. StataCorp added an <code>ssc</code> command to allow community-contributed programs to be added directly within Stata.<sup id="cite_ref-14" class="reference"><a href="#cite_note-14"><span class="cite-bracket">[</span>14<span class="cite-bracket">]</span></a></sup> More recent editions of Stata allow users to call Python scripts using commands, as well as allowing Python IDEs like Jupyter Notebooks to import Stata commands.<sup id="cite_ref-15" class="reference"><a href="#cite_note-15"><span class="cite-bracket">[</span>15<span class="cite-bracket">]</span></a></sup> Although Stata does not support R natively, there are user-written extensions to use R scripts in Stata.<sup id="cite_ref-16" class="reference"><a href="#cite_note-16"><span class="cite-bracket">[</span>16<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading3"><h3 id="User_community">User community</h3><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=9" title="Edit section: User community"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>A number of important developments were initiated by Stata's active user community.<sup id="cite_ref-cox2005_6-8" class="reference"><a href="#cite_note-cox2005-6"><span class="cite-bracket">[</span>6<span class="cite-bracket">]</span></a></sup> The <i>Stata Technical Bulletin</i>, which often contains user-created commands, was introduced in 1991 and issued six times a year. It was relaunched in 2001 as the peer-reviewed <i>Stata Journal</i>, a quarterly publication containing descriptions of community-contributed commands and tips for the effective use of Stata. In 1994, a listserv began as a hub for users to collaboratively solve coding and technical issues; in 2014, it was converted into a web forum. In 1995, Statacorp began organizing user and developer conferences that meet annually. Only the annual Stata Conference held in the United States is hosted by StataCorp. Other user group meetings are held annually in the United States (the Stata Conference), the UK, Germany, and Italy, and less frequently in several other countries. Local Stata distributors host User Group meetings in their own countries. </p> <table class="wikitable mw-collapsible mw-collapsed"> <caption class="nowrap">Table: Releases and Development of Stata </caption> <tbody><tr> <th scope="col">Version </th> <th scope="col">Release date </th> <th scope="col">Select new or enhanced features </th></tr> <tr> <td>1.0</td> <td>January 1985</td> <td> <ul><li>Initial release</li> <li>Forty-four commands</li></ul> </td></tr> <tr> <td>1.1</td> <td>February 1985</td> <td> <ul><li>Bug fixes</li></ul> </td></tr> <tr> <td>1.2</td> <td>May 1985</td> <td> <ul><li>New menu system</li> <li>Better online help</li> <li><code>keep</code></li></ul> </td></tr> <tr> <td>1.3</td> <td>August 1985</td> <td> <ul><li>Stata/Graphics</li> <li><code>program</code></li></ul> </td></tr> <tr> <td>1.4</td> <td>August 1986</td> <td> <ul><li>New documentation</li> <li>Formatted <code>infile</code></li></ul> </td></tr> <tr> <td>1.5</td> <td>February 1987</td> <td> <ul><li><code>anova</code></li> <li><code>logit</code>, <code>probit</code></li></ul> </td></tr> <tr> <td>2.0</td> <td>June 1988</td> <td> <ul><li>New graphics</li> <li>String variables</li> <li>Survival analysis: Cox and Kaplan-Meier</li> <li>Stepwise regression</li></ul> </td></tr> <tr> <td>2.1</td> <td>September 1990</td> <td> <ul><li>Byte variables</li> <li>Factor analysis</li> <li>ado-files</li> <li><code>reshape</code></li></ul> </td></tr> <tr> <td>3.0</td> <td>March 1992</td> <td> <ul><li><code>logistic</code>, <code>ologit</code>, <code>oprobit</code>, <code>clogit</code>, <code>mlogit</code></li> <li><code>tobit</code>, <code>cnreg</code>, <code>rreg</code>, <code>qreg</code>, <code>weibull</code>, <code>ereg</code></li> <li><code>epitab</code></li> <li><code>pweights</code></li></ul> </td></tr> <tr> <td>3.1</td> <td>August 1993</td> <td> <ul><li><code>mvreg</code>, <code>sureg</code>, <code>heckman</code>, <code>nlreg</code>, <code>areg</code>, <code>canon</code></li> <li><code>nbreg</code></li> <li>constrained linear regression</li> <li><code>ml</code></li> <li><code>codebook</code></li></ul> </td></tr> <tr> <td>4.0</td> <td>January 1995</td> <td> <ul><li><code>xtreg</code></li> <li><code>glm</code></li></ul> </td></tr> <tr> <td>5.0</td> <td>October 1996</td> <td> <ul><li><code>xtgee</code>, <code>xtprobit</code></li> <li><code>prais</code>, <code>newey</code>, <code>intreg</code></li> <li>survey estimation commands</li> <li><code>fracpoly</code></li> <li><code>st</code> extended</li></ul> </td></tr> <tr> <td>6.0</td> <td>January 1999</td> <td> <ul><li>web aware</li> <li>new <code>ml</code></li> <li>time-series operators</li> <li><code>arima</code>, <code>arch</code></li> <li><code>st</code> rewritten</li></ul> </td></tr> <tr> <td>7.0</td> <td>December 2000</td> <td> <ul><li><code>frailty</code></li> <li><code>xtabond</code></li> <li>cluster analysis</li> <li><code>nlogit</code></li> <li><code>roc</code></li> <li>SMCL</li></ul> </td></tr> <tr> <td>8.0</td> <td>January 2003</td> <td> <ul><li>graphics</li> <li>extended GUI, dialog boxes available for all commands</li> <li><code>manova</code></li> <li>more survey</li> <li>more time series (VARs, SVARs)</li> <li>more GLLAMM internalization</li></ul> </td></tr> <tr> <td>8.1</td> <td>July 2003</td> <td> <ul><li>updated <code>ml</code></li></ul> </td></tr> <tr> <td>8.2</td> <td>October 2003</td> <td> <ul><li>graphics changes</li></ul> </td></tr> <tr> <td>9.0</td> <td>April 2005</td> <td> <ul><li>mata matrix programming language</li> <li>survey features</li> <li>linear mixed models</li> <li>multinominal probit models</li></ul> </td></tr> <tr> <td>9.1</td> <td>September 2005</td> <td> </td></tr> <tr> <td>9.2</td> <td>April 2006</td> <td> </td></tr> <tr> <td>10.0</td> <td>June 2007</td> <td> <ul><li>graph editor</li> <li>logistic and Poisson models with complex, nested error components</li></ul> </td></tr> <tr> <td>10.1</td> <td>August 2008</td> <td> </td></tr> <tr> <td>11.0</td> <td>July 2009</td> <td> <ul><li>factor variables</li> <li><code>margins</code> postestimation command</li> <li>multiple imputation</li></ul> </td></tr> <tr> <td>11.1</td> <td>June 2010</td> <td> </td></tr> <tr> <td>11.2</td> <td>March 2011</td> <td> </td></tr> <tr> <td>12.0</td> <td>July 2011</td> <td> <ul><li>automatic memory management</li> <li>structural equation modeling</li></ul> </td></tr> <tr> <td>12.1</td> <td>January 2012</td> <td> </td></tr> <tr> <td>13.0</td> <td>June 2013</td> <td> <ul><li>long strings</li> <li>treatment effects</li></ul> </td></tr> <tr> <td>13.1</td> <td>October 2013</td> <td> </td></tr> <tr> <td>14.0</td> <td>April 2015</td> <td> <ul><li>unicode support</li> <li>Bayesian statistical analysis</li></ul> </td></tr> <tr> <td>14.1</td> <td>October 2015</td> <td> </td></tr> <tr> <td>14.2</td> <td>September 2016</td> <td> </td></tr> <tr> <td>15.0</td> <td>June 2017</td> <td> <ul><li>latent class analysis</li> <li>PDF and Word documents</li> <li>color transparency or opacity in graphs</li></ul> </td></tr> <tr> <td>15.1</td> <td>November 2017</td> <td> </td></tr> <tr> <td>16.0</td> <td>June 2019</td> <td> <ul><li>frames (multiple datasets in memory)</li> <li>lasso regression</li> <li>automated reporting</li> <li>updated choice models</li></ul> </td></tr> <tr> <td>16.1</td> <td>February 2020</td> <td> </td></tr> <tr> <td>17.0</td> <td>April 2021</td> <td> <ul><li>updated <code>tables</code> command</li> <li>bayesian econometrics</li></ul> </td></tr> <tr> <td>18.0 </td> <td>April 2023 </td> <td> <ul><li>Bayesian model averaging</li> <li>causal mediation analysis</li> <li>heterogeneous difference-in-differences</li></ul> </td></tr></tbody></table> <div class="mw-heading mw-heading2"><h2 id="Software_products">Software products</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=10" title="Edit section: Software products"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>There are four builds of Stata: Stata/MP, Stata/SE, Stata/BE, and Numerics by Stata.<sup id="cite_ref-statabuild_17-0" class="reference"><a href="#cite_note-statabuild-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup> Whereas Stata/MP allows for built-in parallel processing of certain commands, Stata/SE and Stata/BE are <a href="/wiki/Bottleneck_(software)" title="Bottleneck (software)">bottlenecked</a> and limit usage to only one single core.<sup id="cite_ref-hbsparallel_18-0" class="reference"><a href="#cite_note-hbsparallel-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup> Stata/MP runs certain commands about 2.4 times faster, roughly 60% of theoretical maximum efficiency, when running parallel processes on four CPU cores compared to SE or BE versions.<sup id="cite_ref-hbsparallel_18-1" class="reference"><a href="#cite_note-hbsparallel-18"><span class="cite-bracket">[</span>18<span class="cite-bracket">]</span></a></sup> Numerics by Stata allows for web integration of Stata commands. </p><p>SE and BE versions differ in the amount of memory datasets may utilize. Though Stata/MP can store 10 to 20 billion observations and up to 120,000 variables, Stata/SE and Stata/BE store up to 2.14 billion observations and handle 32,767 variables and 2,048 variables respectively. The maximum number of independent variables in a model is 65,532 variables in Stata/MP, 10,998 variables in Stata/SE, and 798 variables in Stata/BE.<sup id="cite_ref-statabuild_17-1" class="reference"><a href="#cite_note-statabuild-17"><span class="cite-bracket">[</span>17<span class="cite-bracket">]</span></a></sup> </p><p>The pricing and licensing of Stata depends on its intended use: business, government/nonprofit, education, or student. Single user licenses are either renewable annually or perpetual. Other license types include a single license for use by concurrent users, a site license, volume single user for bulk pricing, or a student lab.<sup id="cite_ref-19" class="reference"><a href="#cite_note-19"><span class="cite-bracket">[</span>19<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-heading mw-heading2"><h2 id="Example_code">Example code</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=11" title="Edit section: Example code"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <p>The following set of commands revolve around simple data management.<sup id="cite_ref-20" class="reference"><a href="#cite_note-20"><span class="cite-bracket">[</span>20<span class="cite-bracket">]</span></a></sup> </p> <div class="mw-highlight mw-highlight-lang-stata mw-content-ltr" dir="ltr"><pre><span></span><span class="k">sysuse</span> auto <span class="c1">// Open the included auto dataset</span> <span class="k">browse</span> <span class="c1">// Browse the dataset (opens the Data Editor window)</span> <span class="k">describe</span> <span class="c1">// Describes the dataset and associated variables</span> <span class="k">summarize</span> <span class="c1">// Summary information about numerical variables</span> <span class="k">codebook</span> make foreign <span class="c1">// Summary information about the make (string) and foreign (numeric) variables</span> <span class="k">browse if</span> <span class="nf">missing</span>(rep78) <span class="c1">// Browse only observations with missing data for variable rep78</span> <span class="k">list</span> make<span class="k"> if</span> <span class="nf">missing</span>(rep78) <span class="c1">// List makes of the cars with missing data for variable rep78</span> </pre></div> <p>The next set of commands move onto descriptive statistics. </p> <div class="mw-highlight mw-highlight-lang-stata mw-content-ltr" dir="ltr"><pre><span></span><span class="k">summarize</span> price, detail <span class="c1">// Detailed summary statistics for variable price</span> <span class="k">tabulate</span> foreign <span class="c1">// One-way frequency table for variable foreign</span> <span class="k">tabulate</span> rep78 foreign, row <span class="c1">// Two-way frequency table for variables rep78 and foreign</span> <span class="k">summarize</span> mpg<span class="k"> if</span> foreign <span class="o">==</span> <span class="m">1</span> <span class="c1">// Summary information about mpg if the car is foreign (the "==" sign tests for equality)</span> <span class="k">by</span> foreign,<span class="k"> sort</span>:<span class="k"> summarize</span> mpg <span class="c1">// As above, but using the "by" prefix.</span> <span class="k">tabulate</span> foreign,<span class="k"> summarize</span>(mpg) <span class="c1">// As above, but using the tabulate command.</span> </pre></div> <p>A simple hypothesis test: </p> <div class="mw-highlight mw-highlight-lang-stata mw-content-ltr" dir="ltr"><pre><span></span><span class="k">ttest</span> mpg,<span class="k"> by</span>(foreign) <span class="c1">// T-test for difference in means for domestic vs. foreign cars</span> </pre></div> <p>Graphing data: </p> <div class="mw-highlight mw-highlight-lang-stata mw-content-ltr" dir="ltr"><pre><span></span><span class="k">twoway</span> (scatter mpg weight) <span class="c1">// Scatter plot showing relationship between mpg and weight</span> <span class="k">twoway</span> (scatter mpg weight),<span class="k"> by</span>(foreign,<span class="k"> total</span>) <span class="c1">// Three graphs for domestic, foreign, and all cars</span> </pre></div> <p>Linear regression: </p> <div class="mw-highlight mw-highlight-lang-stata mw-content-ltr" dir="ltr"><pre><span></span><span class="k">generate</span> wtsq = weight<span class="o">^</span><span class="m">2</span> <span class="c1">// Create a new variable for weight squared</span> <span class="k">regress</span> mpg weight wtsq foreign,<span class="k"> vce</span>(robust) <span class="c1">// Linear regression of mpg on weight, wtsq, and foreign</span> <span class="k">predict</span> mpghat <span class="c1">// Create a new variable contained the predicted values of mpg</span> <span class="k">twoway</span> (scatter mpg weight) (line mpghat weight,<span class="k"> sort</span>),<span class="k"> by</span>(foreign) <span class="c1">// Graph data and fitted line</span> </pre></div> <figure class="mw-default-size mw-halign-none" typeof="mw:File/Thumb"><a href="/wiki/File:Regression_graphs_from_auto_dataset_in_Stata_17.png" class="mw-file-description"><img src="//upload.wikimedia.org/wikipedia/commons/thumb/e/e3/Regression_graphs_from_auto_dataset_in_Stata_17.png/220px-Regression_graphs_from_auto_dataset_in_Stata_17.png" decoding="async" width="220" height="160" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/e/e3/Regression_graphs_from_auto_dataset_in_Stata_17.png/330px-Regression_graphs_from_auto_dataset_in_Stata_17.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/e/e3/Regression_graphs_from_auto_dataset_in_Stata_17.png/440px-Regression_graphs_from_auto_dataset_in_Stata_17.png 2x" data-file-width="1166" data-file-height="848" /></a><figcaption>Regression graphs from auto dataset in Stata 17</figcaption></figure> <div class="mw-heading mw-heading2"><h2 id="See_also">See also</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=12" title="Edit section: See also"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <ul><li><a href="/wiki/List_of_statistical_packages" class="mw-redirect" title="List of statistical packages">List of statistical packages</a></li> <li><a href="/wiki/Comparison_of_statistical_packages" title="Comparison of statistical packages">Comparison of statistical packages</a></li> <li><a href="/wiki/Data_analysis" title="Data analysis">Data analysis</a></li></ul> <div class="mw-heading mw-heading2"><h2 id="References">References</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=13" title="Edit section: References"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style data-mw-deduplicate="TemplateStyles:r1239543626">.mw-parser-output .reflist{margin-bottom:0.5em;list-style-type:decimal}@media screen{.mw-parser-output .reflist{font-size:90%}}.mw-parser-output .reflist .references{font-size:100%;margin-bottom:0;list-style-type:inherit}.mw-parser-output .reflist-columns-2{column-width:30em}.mw-parser-output .reflist-columns-3{column-width:25em}.mw-parser-output .reflist-columns{margin-top:0.3em}.mw-parser-output .reflist-columns ol{margin-top:0}.mw-parser-output .reflist-columns li{page-break-inside:avoid;break-inside:avoid-column}.mw-parser-output .reflist-upper-alpha{list-style-type:upper-alpha}.mw-parser-output .reflist-upper-roman{list-style-type:upper-roman}.mw-parser-output .reflist-lower-alpha{list-style-type:lower-alpha}.mw-parser-output .reflist-lower-greek{list-style-type:lower-greek}.mw-parser-output .reflist-lower-roman{list-style-type:lower-roman}</style><div class="reflist"> <div class="mw-references-wrap mw-references-columns"><ol class="references"> <li id="cite_note-newton2015-1"><span class="mw-cite-backlink">^ <a href="#cite_ref-newton2015_1-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-newton2015_1-1"><sup><i><b>b</b></i></sup></a></span> <span class="reference-text"><style data-mw-deduplicate="TemplateStyles:r1238218222">.mw-parser-output cite.citation{font-style:inherit;word-wrap:break-word}.mw-parser-output .citation q{quotes:"\"""\"""'""'"}.mw-parser-output .citation:target{background-color:rgba(0,127,255,0.133)}.mw-parser-output .id-lock-free.id-lock-free a{background:url("//upload.wikimedia.org/wikipedia/commons/6/65/Lock-green.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-limited.id-lock-limited a,.mw-parser-output .id-lock-registration.id-lock-registration a{background:url("//upload.wikimedia.org/wikipedia/commons/d/d6/Lock-gray-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .id-lock-subscription.id-lock-subscription a{background:url("//upload.wikimedia.org/wikipedia/commons/a/aa/Lock-red-alt-2.svg")right 0.1em center/9px no-repeat}.mw-parser-output .cs1-ws-icon a{background:url("//upload.wikimedia.org/wikipedia/commons/4/4c/Wikisource-logo.svg")right 0.1em center/12px no-repeat}body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-free a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-limited a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-registration a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .id-lock-subscription a,body:not(.skin-timeless):not(.skin-minerva) .mw-parser-output .cs1-ws-icon a{background-size:contain;padding:0 1em 0 0}.mw-parser-output .cs1-code{color:inherit;background:inherit;border:none;padding:inherit}.mw-parser-output .cs1-hidden-error{display:none;color:var(--color-error,#d33)}.mw-parser-output .cs1-visible-error{color:var(--color-error,#d33)}.mw-parser-output .cs1-maint{display:none;color:#085;margin-left:0.3em}.mw-parser-output .cs1-kern-left{padding-left:0.2em}.mw-parser-output .cs1-kern-right{padding-right:0.2em}.mw-parser-output .citation .mw-selflink{font-weight:inherit}@media screen{.mw-parser-output .cs1-format{font-size:95%}html.skin-theme-clientpref-night .mw-parser-output .cs1-maint{color:#18911f}}@media screen and (prefers-color-scheme:dark){html.skin-theme-clientpref-os .mw-parser-output .cs1-maint{color:#18911f}}</style><cite id="CITEREFNewton2005" 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Retrieved <span class="nowrap">25 April</span> 2021</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=unknown&rft.jtitle=Stata%3A+Software+for+Statistics+and+Data+Science&rft.atitle=Order+Stata+software&rft_id=https%3A%2F%2Fwww.stata.com%2Forder%2Fdl%2F&rfr_id=info%3Asid%2Fen.wikipedia.org%3AStata" class="Z3988"></span></span> </li> <li id="cite_note-20"><span class="mw-cite-backlink"><b><a href="#cite_ref-20">^</a></b></span> <span class="reference-text"><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite class="citation book cs1"><a rel="nofollow" class="external text" href="https://www.stata.com/manuals/gsw.pdf"><i>Getting Started with Stata for Windows</i></a> <span class="cs1-format">(PDF)</span> (Release 17 ed.). College Station, TX: Stata Press. pp. 1–19. <a href="/wiki/ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <a href="/wiki/Special:BookSources/1-59718-334-2" title="Special:BookSources/1-59718-334-2"><bdi>1-59718-334-2</bdi></a><span class="reference-accessdate">. Retrieved <span class="nowrap">25 April</span> 2021</span>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=Getting+Started+with+Stata+for+Windows&rft.place=College+Station%2C+TX&rft.pages=1-19&rft.edition=Release+17&rft.pub=Stata+Press&rft.isbn=1-59718-334-2&rft_id=https%3A%2F%2Fwww.stata.com%2Fmanuals%2Fgsw.pdf&rfr_id=info%3Asid%2Fen.wikipedia.org%3AStata" class="Z3988"></span></span> </li> </ol></div></div> <div class="mw-heading mw-heading2"><h2 id="Further_reading">Further reading</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=14" title="Edit section: Further reading"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <ul><li><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFBittmann2019" class="citation book cs1">Bittmann, Felix (2019). <a rel="nofollow" class="external text" href="https://books.google.com/books?id=nGOMDwAAQBAJ&q=stata+bittmann&pg=PP1"><i>Stata - A Really Short Introduction</i></a>. Boston: DeGruyter Oldenbourg. <a href="/wiki/ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <a href="/wiki/Special:BookSources/978-3-11061-729-0" title="Special:BookSources/978-3-11061-729-0"><bdi>978-3-11061-729-0</bdi></a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=Stata+-+A+Really+Short+Introduction&rft.place=Boston&rft.pub=DeGruyter+Oldenbourg&rft.date=2019&rft.isbn=978-3-11061-729-0&rft.aulast=Bittmann&rft.aufirst=Felix&rft_id=https%3A%2F%2Fbooks.google.com%2Fbooks%3Fid%3DnGOMDwAAQBAJ%26q%3Dstata%2Bbittmann%26pg%3DPP1&rfr_id=info%3Asid%2Fen.wikipedia.org%3AStata" class="Z3988"></span></li> <li><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFPinzon2015" class="citation book cs1">Pinzon, Enrique, ed. (2015). <a rel="nofollow" class="external text" href="https://books.google.com/books?id=-9ARswEACAAJ"><i>Thirty Years with Stata: A Retrospective</i></a>. College Station, Texas: Stata Press. <a href="/wiki/ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <a href="/wiki/Special:BookSources/978-1-59718-172-3" title="Special:BookSources/978-1-59718-172-3"><bdi>978-1-59718-172-3</bdi></a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=Thirty+Years+with+Stata%3A+A+Retrospective&rft.place=College+Station%2C+Texas&rft.pub=Stata+Press&rft.date=2015&rft.isbn=978-1-59718-172-3&rft_id=https%3A%2F%2Fbooks.google.com%2Fbooks%3Fid%3D-9ARswEACAAJ&rfr_id=info%3Asid%2Fen.wikipedia.org%3AStata" class="Z3988"></span></li> <li><link rel="mw-deduplicated-inline-style" href="mw-data:TemplateStyles:r1238218222"><cite id="CITEREFHamilton2013" class="citation book cs1">Hamilton, Lawrence C. (2013). <a rel="nofollow" class="external text" href="https://books.google.com/books?id=pUELAAAAQBAJ&pg=PP1"><i>Statistics with STATA</i></a>. Boston: Cengage. <a href="/wiki/ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <a href="/wiki/Special:BookSources/978-0-84006-463-9" title="Special:BookSources/978-0-84006-463-9"><bdi>978-0-84006-463-9</bdi></a>.</cite><span title="ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=book&rft.btitle=Statistics+with+STATA&rft.place=Boston&rft.pub=Cengage&rft.date=2013&rft.isbn=978-0-84006-463-9&rft.aulast=Hamilton&rft.aufirst=Lawrence+C.&rft_id=https%3A%2F%2Fbooks.google.com%2Fbooks%3Fid%3DpUELAAAAQBAJ%26pg%3DPP1&rfr_id=info%3Asid%2Fen.wikipedia.org%3AStata" class="Z3988"></span></li></ul> <div class="mw-heading mw-heading2"><h2 id="External_links">External links</h2><span class="mw-editsection"><span class="mw-editsection-bracket">[</span><a href="/w/index.php?title=Stata&action=edit&section=15" title="Edit section: External links"><span>edit</span></a><span class="mw-editsection-bracket">]</span></span></div> <style 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title="b:Special:Search/Stata">Textbooks</a> from Wikibooks</span></li><li><span class="sister-logo"><span class="mw-valign-middle" typeof="mw:File"><span><img alt="" src="//upload.wikimedia.org/wikipedia/commons/thumb/f/ff/Wikidata-logo.svg/27px-Wikidata-logo.svg.png" decoding="async" width="27" height="15" class="mw-file-element" srcset="//upload.wikimedia.org/wikipedia/commons/thumb/f/ff/Wikidata-logo.svg/41px-Wikidata-logo.svg.png 1.5x, //upload.wikimedia.org/wikipedia/commons/thumb/f/ff/Wikidata-logo.svg/54px-Wikidata-logo.svg.png 2x" data-file-width="1050" data-file-height="590" /></span></span></span><span class="sister-link"><a href="https://www.wikidata.org/wiki/Q1204300" class="extiw" title="d:Q1204300">Data</a> from Wikidata</span></li></ul></div></div> </div> <ul><li><span class="official-website"><span class="url"><a rel="nofollow" class="external text" href="https://www.stata.com/">Official website</a></span></span></li> <li><a rel="nofollow" class="external text" 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style="width:1%"><a href="/wiki/Open-source_software" title="Open-source software">Open-source</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/ADMB" title="ADMB">ADMB</a></li> <li><a href="/wiki/DAP_(software)" title="DAP (software)">DAP</a></li> <li><a href="/wiki/Gretl" title="Gretl">gretl</a></li> <li><a href="/wiki/Jamovi" title="Jamovi">jamovi</a></li> <li><a href="/wiki/JASP" title="JASP">JASP</a></li> <li><a href="/wiki/Just_another_Gibbs_sampler" title="Just another Gibbs sampler">JAGS</a></li> <li><a href="/wiki/JMulTi" title="JMulTi">JMulTi</a></li> <li><a href="/wiki/Julia_(programming_language)" title="Julia (programming language)">Julia</a></li> <li><a href="/wiki/Project_Jupyter" title="Project Jupyter">Jupyter</a> (<i>Ju</i>lia, <i>Py</i>thon, <i>R</i>)</li> <li><a href="/wiki/GNU_Octave" title="GNU Octave">GNU Octave</a></li> <li><a href="/wiki/OpenBUGS" 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title="Cross-platform software">Cross-platform</a></th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Data_Desk" title="Data Desk">Data Desk</a></li> <li><a href="/wiki/GAUSS_(software)" title="GAUSS (software)">GAUSS</a></li> <li><a href="/wiki/GraphPad_InStat" class="mw-redirect" title="GraphPad InStat">GraphPad InStat</a></li> <li><a href="/wiki/GraphPad_Prism" class="mw-redirect" title="GraphPad Prism">GraphPad Prism</a></li> <li>IBM <a href="/wiki/SPSS" title="SPSS">SPSS</a> Statistics</li> <li>IBM <a href="/wiki/SPSS_Modeler" title="SPSS Modeler">SPSS Modeler</a></li> <li><a href="/wiki/JMP_(statistical_software)" title="JMP (statistical software)">JMP</a></li> <li><a href="/wiki/Maple_(software)" title="Maple (software)">Maple</a></li> <li><a href="/wiki/Mathcad" title="Mathcad">Mathcad</a></li> <li><a href="/wiki/Wolfram_Mathematica" title="Wolfram Mathematica">Mathematica</a></li> 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title="Statistica">Statistica</a></li> <li><a href="/wiki/StatsDirect" title="StatsDirect">StatsDirect</a></li> <li><a href="/wiki/StatXact" title="StatXact">StatXact</a></li> <li><a href="/wiki/SYSTAT_(statistics_package)" title="SYSTAT (statistics package)">SYSTAT</a></li> <li><a href="/wiki/The_Unscrambler" title="The Unscrambler">The Unscrambler</a></li> <li><a href="/w/index.php?title=Unistat&action=edit&redlink=1" class="new" title="Unistat (page does not exist)">UNISTAT</a></li></ul> </div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%"><a href="/wiki/Microsoft_Excel" title="Microsoft Excel">Excel</a> add-ons</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"> <ul><li><a href="/wiki/Analyse-it" title="Analyse-it">Analyse-it</a></li> <li><a href="/w/index.php?title=Unistat&action=edit&redlink=1" class="new" title="Unistat (page does not exist)">UNISTAT</a> for Excel</li> <li><a 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