{"id":1598,"date":"2023-07-25T17:12:43","date_gmt":"2023-07-25T17:12:43","guid":{"rendered":"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/"},"modified":"2023-07-25T17:12:43","modified_gmt":"2023-07-25T17:12:43","slug":"zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf","status":"publish","type":"post","link":"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/","title":{"rendered":"So zeichnen sie eine chi-quadrat-verteilung in python"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Um eine Chi-Quadrat-Verteilung in Python darzustellen, k\u00f6nnen Sie die folgende Syntax verwenden:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#x-axis ranges from 0 to 20 with .001 steps\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0, 20, 0.001)\n\n<span style=\"color: #008080;\">#plot Chi-square distribution with 4 degrees of freedom\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">4<\/span> ))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Das <strong>x-<\/strong> Array definiert den Bereich der x-Achse und <strong>plt.plot()<\/strong> erzeugt das Diagramm der Chi-Quadrat-Verteilung mit den angegebenen Freiheitsgraden.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Die folgenden Beispiele zeigen, wie Sie diese Funktionen in der Praxis nutzen k\u00f6nnen.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Beispiel 1: Zeichnen einer einzelnen Chi-Quadrat-Verteilung<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Der folgende Code zeigt, wie eine einzelne Chi-Quadrat-Verteilungskurve mit 4 Freiheitsgraden gezeichnet wird<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> chi2\n\n<span style=\"color: #008080;\">#x-axis ranges from 0 to 20 with .001 steps\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0, 20, 0.001)\n\n<span style=\"color: #008080;\">#plot Chi-square distribution with 4 degrees of freedom\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">4<\/span> ))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-15903\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/chicarrepython1.png\" alt=\"Zeichnen der Chi-Quadrat-Verteilung in Python\" width=\"381\" height=\"243\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Sie k\u00f6nnen auch die Farbe und Breite der Linie im Diagramm \u00e4ndern:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">4<\/span> ), color=' <span style=\"color: #ff0000;\">red<\/span> ', linewidth= <span style=\"color: #008000;\">3<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15901 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/chicarrepython2.png\" alt=\"\" width=\"394\" height=\"252\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Beispiel 2: Zeichnen mehrerer Chi-Quadrat-Verteilungen<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Der folgende Code zeigt, wie mehrere Chi-Quadrat-Verteilungskurven mit unterschiedlichen Freiheitsgraden dargestellt werden:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> chi2\n\n<span style=\"color: #008080;\">#x-axis ranges from 0 to 20 with .001 steps\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0, 20, 0.001)\n\n<span style=\"color: #008080;\">#define multiple Chi-square distributions\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">4<\/span> ), label=' <span style=\"color: #ff0000;\">df: 4<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">8<\/span> ), label=' <span style=\"color: #ff0000;\">df: 8<\/span> ') \nplt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">12<\/span> ), label=' <span style=\"color: #ff0000;\">df: 12<\/span> ') \n\n<span style=\"color: #008080;\">#add legend to plot\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-15904 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/chicarrepython3.png\" alt=\"\" width=\"398\" height=\"263\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">F\u00fchlen Sie sich frei, die Linienfarben zu \u00e4ndern und einen Titel und Achsenbeschriftungen hinzuzuf\u00fcgen, um das Diagramm zu vervollst\u00e4ndigen:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> scipy. <span style=\"color: #3366ff;\">stats<\/span> <span style=\"color: #008000;\">import<\/span> chi2\n\n<span style=\"color: #008080;\">#x-axis ranges from 0 to 20 with .001 steps\n<\/span>x = np. <span style=\"color: #3366ff;\">arange<\/span> (0, 20, 0.001)\n\n<span style=\"color: #008080;\">#define multiple Chi-square distributions\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">4<\/span> ), label=' <span style=\"color: #ff0000;\">df: 4<\/span> ', color=' <span style=\"color: #ff0000;\">gold<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">8<\/span> ), label=' <span style=\"color: #ff0000;\">df: 8<\/span> ', color=' <span style=\"color: #ff0000;\">red<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x, chi2. <span style=\"color: #3366ff;\">pdf<\/span> (x, df= <span style=\"color: #008000;\">12<\/span> ), label=' <span style=\"color: #ff0000;\">df: 12<\/span> ', color=' <span style=\"color: #ff0000;\">pink<\/span> ') \n\n<span style=\"color: #008080;\">#add legend to plot\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> (title=' <span style=\"color: #ff0000;\">Parameters<\/span> ')\n\n<span style=\"color: #008080;\">#add axes labels and a title\n<\/span>plt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">Density<\/span> ')\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">x<\/span> ')\nplt. <span style=\"color: #3366ff;\">title<\/span> (' <span style=\"color: #ff0000;\">Chi-Square Distributions<\/span> ', fontsize= <span style=\"color: #008000;\">14<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-15905\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/chicarrepython4-2.png\" alt=\"Zeichnen mehrerer Chi-Quadrat-Verteilungen in Python\" width=\"435\" height=\"298\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Eine ausf\u00fchrliche Erl\u00e4uterung der Funktion <strong>plt.plot()<\/strong> finden Sie in der <a href=\"https:\/\/matplotlib.org\/stable\/api\/_as_gen\/matplotlib.pyplot.plot.html\" target=\"_blank\" rel=\"noopener\">Matplotlib-Dokumentation<\/a> .<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Um eine Chi-Quadrat-Verteilung in Python darzustellen, k\u00f6nnen Sie die folgende Syntax verwenden: #x-axis ranges from 0 to 20 with .001 steps x = np. arange (0, 20, 0.001) #plot Chi-square distribution with 4 degrees of freedom plt. plot (x, chi2. pdf (x, df= 4 )) Das x- Array definiert den Bereich der x-Achse und plt.plot() [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>So zeichnen Sie eine Chi-Quadrat-Verteilung in Python<\/title>\n<meta name=\"description\" content=\"In diesem Tutorial wird anhand mehrerer Beispiele erl\u00e4utert, wie eine Chi-Quadrat-Verteilung in Python dargestellt wird.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"So zeichnen Sie eine Chi-Quadrat-Verteilung in Python\" \/>\n<meta property=\"og:description\" content=\"In diesem Tutorial wird anhand mehrerer Beispiele erl\u00e4utert, wie eine Chi-Quadrat-Verteilung in Python dargestellt wird.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-25T17:12:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/chicarrepython1.png\" \/>\n<meta name=\"author\" content=\"Dr. Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr. Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/\",\"url\":\"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/\",\"name\":\"So zeichnen Sie eine Chi-Quadrat-Verteilung in Python\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/de\/#website\"},\"datePublished\":\"2023-07-25T17:12:43+00:00\",\"dateModified\":\"2023-07-25T17:12:43+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/de\/#\/schema\/person\/ec75c4d6365f2708f8a0ad3a42121aa0\"},\"description\":\"In diesem Tutorial wird anhand mehrerer Beispiele erl\u00e4utert, wie eine Chi-Quadrat-Verteilung in Python dargestellt wird.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/#breadcrumb\"},\"inLanguage\":\"de-DE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Heim\",\"item\":\"https:\/\/statorials.org\/de\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"So zeichnen sie eine chi-quadrat-verteilung in python\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/de\/#website\",\"url\":\"https:\/\/statorials.org\/de\/\",\"name\":\"Statorials\",\"description\":\"Ihr Leitfaden f\u00fcr statistische Kompetenz !\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/de\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"de-DE\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/de\/#\/schema\/person\/ec75c4d6365f2708f8a0ad3a42121aa0\",\"name\":\"Dr. Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de-DE\",\"@id\":\"https:\/\/statorials.org\/de\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/de\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/de\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr. Benjamin Anderson\"},\"description\":\"Hallo, ich bin Benjamin, ein pensionierter Statistikprofessor, der sich zum engagierten Statorials-Lehrer entwickelt hat. Mit umfassender Erfahrung und Fachwissen auf dem Gebiet der Statistik bin ich bestrebt, mein Wissen zu teilen, um Studenten durch Statorials zu bef\u00e4higen. Mehr wissen\",\"sameAs\":[\"https:\/\/statorials.org\/de\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"So zeichnen Sie eine Chi-Quadrat-Verteilung in Python","description":"In diesem Tutorial wird anhand mehrerer Beispiele erl\u00e4utert, wie eine Chi-Quadrat-Verteilung in Python dargestellt wird.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/","og_locale":"de_DE","og_type":"article","og_title":"So zeichnen Sie eine Chi-Quadrat-Verteilung in Python","og_description":"In diesem Tutorial wird anhand mehrerer Beispiele erl\u00e4utert, wie eine Chi-Quadrat-Verteilung in Python dargestellt wird.","og_url":"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/","og_site_name":"Statorials","article_published_time":"2023-07-25T17:12:43+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/chicarrepython1.png"}],"author":"Dr. Benjamin Anderson","twitter_card":"summary_large_image","twitter_misc":{"Verfasst von":"Dr. Benjamin Anderson","Gesch\u00e4tzte Lesezeit":"2 Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/","url":"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/","name":"So zeichnen Sie eine Chi-Quadrat-Verteilung in Python","isPartOf":{"@id":"https:\/\/statorials.org\/de\/#website"},"datePublished":"2023-07-25T17:12:43+00:00","dateModified":"2023-07-25T17:12:43+00:00","author":{"@id":"https:\/\/statorials.org\/de\/#\/schema\/person\/ec75c4d6365f2708f8a0ad3a42121aa0"},"description":"In diesem Tutorial wird anhand mehrerer Beispiele erl\u00e4utert, wie eine Chi-Quadrat-Verteilung in Python dargestellt wird.","breadcrumb":{"@id":"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/#breadcrumb"},"inLanguage":"de-DE","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/de\/zeichnen-sie-die-chi-quadrat-verteilung-in-python-auf\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Heim","item":"https:\/\/statorials.org\/de\/"},{"@type":"ListItem","position":2,"name":"So zeichnen sie eine chi-quadrat-verteilung in python"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/de\/#website","url":"https:\/\/statorials.org\/de\/","name":"Statorials","description":"Ihr Leitfaden f\u00fcr statistische Kompetenz !","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/de\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"de-DE"},{"@type":"Person","@id":"https:\/\/statorials.org\/de\/#\/schema\/person\/ec75c4d6365f2708f8a0ad3a42121aa0","name":"Dr. Benjamin Anderson","image":{"@type":"ImageObject","inLanguage":"de-DE","@id":"https:\/\/statorials.org\/de\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/de\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/de\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","caption":"Dr. Benjamin Anderson"},"description":"Hallo, ich bin Benjamin, ein pensionierter Statistikprofessor, der sich zum engagierten Statorials-Lehrer entwickelt hat. Mit umfassender Erfahrung und Fachwissen auf dem Gebiet der Statistik bin ich bestrebt, mein Wissen zu teilen, um Studenten durch Statorials zu bef\u00e4higen. Mehr wissen","sameAs":["https:\/\/statorials.org\/de"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/posts\/1598"}],"collection":[{"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/comments?post=1598"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/posts\/1598\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/media?parent=1598"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/categories?post=1598"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/de\/wp-json\/wp\/v2\/tags?post=1598"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}