{"id":2629,"date":"2023-07-21T10:30:26","date_gmt":"2023-07-21T10:30:26","guid":{"rendered":"https:\/\/statorials.org\/pl\/takie-percentyle\/"},"modified":"2023-07-21T10:30:26","modified_gmt":"2023-07-21T10:30:26","slug":"takie-percentyle","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/takie-percentyle\/","title":{"rendered":"Jak obliczy\u0107 percentyle w sas: z przyk\u0142adami"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Oto trzy najcz\u0119stsze sposoby obliczania percentyli dla zbioru danych w SAS-ie:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metoda 1: Oblicz konkretn\u0105 warto\u015b\u0107 percentyla<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*calculate 70th percentile value for var1*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> <span style=\"color: #000000;\">=original_data;\n    <\/span><span style=\"color: #3366ff;\">var<\/span> <span style=\"color: #000000;\">var1;\n    <\/span><span style=\"color: #3366ff;\">output out<\/span> <span style=\"color: #000000;\">=percentile_data\n<\/span><span style=\"color: #3366ff;\">pctlpts<\/span> <span style=\"color: #000000;\">=<\/span> <span style=\"color: #008000;\">70<\/span>\n    <span style=\"color: #3366ff;\">pctlpre<\/span> <span style=\"color: #000000;\">= P_;\n<\/span><span style=\"color: #800080;\">run<\/span> <span style=\"color: #000000;\">;\n<\/span><\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metoda 2: Oblicz wiele okre\u015blonych warto\u015bci percentylowych<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*calculate 70th, 80th, and 90th percentile value for var1*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data;\n    <span style=\"color: #3366ff;\">var<\/span> var1;\n    <span style=\"color: #3366ff;\">output out<\/span> =percentile_data\n    <span style=\"color: #3366ff;\">pctlpts<\/span> = <span style=\"color: #008000;\">70 80 90<\/span>\n    <span style=\"color: #3366ff;\">pctlpre<\/span> = P_;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metoda 3: oblicz percentyle wed\u0142ug grup<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*sort original data by var2*\/\n<\/span><span style=\"color: #800080;\">proc sort<\/span> <span style=\"color: #3366ff;\">data<\/span> = original_data;\n    <span style=\"color: #3366ff;\">by<\/span> var2;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*calculate percentiles for var1 grouped by var2*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data;\n    <span style=\"color: #3366ff;\">var<\/span> var1;\n    <span style=\"color: #3366ff;\">by<\/span> var2;\n    <span style=\"color: #3366ff;\">output<\/span> <span style=\"color: #3366ff;\">out<\/span> =percentile_data\n    <span style=\"color: #3366ff;\">pctlpts<\/span> = 70, 80, 90\n    <span style=\"color: #3366ff;\">pctlpre<\/span> = P_;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Uwaga<\/strong> : Instrukcja <strong>pctlpts<\/strong> okre\u015bla percentyle do obliczenia, a instrukcja <strong>pctlpre<\/strong> okre\u015bla przedrostek u\u017cywany dla percentyli na wyj\u015bciu.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Poni\u017csze przyk\u0142ady pokazuj\u0105, jak u\u017cywa\u0107 ka\u017cdej metody z nast\u0119puj\u0105cym zbiorem danych w SAS-owym:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">\/*create dataset*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">data<\/span> original_data;\n    <span style=\"color: #3366ff;\">input<\/span> team $points;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nAT 12\nAt 15\nAt 16\nAt 21\nAt 22\nAt 25\nAt 29\nAt 31\nB16\nB22\nB25\nB29\nB 30\nB 31\nB 33\nB 38\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> = original_data;<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23205 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pourcentage0.jpg\" alt=\"\" width=\"143\" height=\"404\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Przyk\u0142ad 1: Oblicz konkretn\u0105 warto\u015b\u0107 percentyla<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak obliczy\u0107 70. percentyl dla zmiennej <strong>punkt\u00f3w<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*calculate 70th percentile value for points*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n    <span style=\"color: #3366ff;\">output out<\/span> =percentile_data\n    <span style=\"color: #3366ff;\">pctlpts<\/span> = <span style=\"color: #008000;\">70<\/span>\n    <span style=\"color: #3366ff;\">pctlpre<\/span> = P_;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view results*\/<\/span>\n<span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =percentile_data;\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23206 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pour-cent11.jpg\" alt=\"\" width=\"92\" height=\"54\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Warto\u015b\u0107 na 70. percentylu okazuje si\u0119 wynosi\u0107 <strong>30<\/strong> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Przyk\u0142ad 2: Oblicz wiele okre\u015blonych warto\u015bci percentylowych<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak obliczy\u0107 warto\u015bci 70., 80. i 90. percentyla dla zmiennej <strong>punkt\u00f3w<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*calculate 70th, 80th, and 90th percentile value for points*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n    <span style=\"color: #3366ff;\">output out<\/span> =percentile_data\n    <span style=\"color: #3366ff;\">pctlpts<\/span> = <span style=\"color: #008000;\">70 80 90<\/span>\n    <span style=\"color: #3366ff;\">pctlpre<\/span> = P_;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23207 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pour-cent12.jpg\" alt=\"\" width=\"180\" height=\"59\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Oto jak zinterpretowa\u0107 wynik:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 na 70. percentylu wynosi <strong>30<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 na 80. percentylu wynosi <strong>31<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Warto\u015b\u0107 90. percentyla to <strong>33<\/strong> .<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Przyk\u0142ad 3: oblicz percentyle wed\u0142ug grup<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017cszy kod pokazuje, jak obliczy\u0107 warto\u015bci na 70., 80., 90. i 95. percentylu dla zmiennej <strong>punkt\u00f3w<\/strong> , pogrupowane wed\u0142ug zmiennej <strong>zespo\u0142u<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*sort original data by team*\/\n<\/span><span style=\"color: #800080;\">proc sort<\/span> <span style=\"color: #3366ff;\">data<\/span> = original_data;\n    <span style=\"color: #3366ff;\">by<\/span> team;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*calculate percentiles for points grouped by team*\/\n<\/span><span style=\"color: #800080;\">proc univariate<\/span> <span style=\"color: #3366ff;\">data<\/span> =original_data;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n    <span style=\"color: #3366ff;\">by<\/span> team;\n    <span style=\"color: #3366ff;\">output<\/span> <span style=\"color: #3366ff;\">out<\/span> =percentile_data\n    <span style=\"color: #3366ff;\">pctlpts<\/span> = <span style=\"color: #008000;\">70<\/span> , <span style=\"color: #008000;\">80<\/span> , <span style=\"color: #008000;\">90<\/span> <span style=\"color: #008000;\">95<\/span>\n    <span style=\"color: #3366ff;\">pctlpre<\/span> = P_;\n<span style=\"color: #800080;\">run<\/span> ;<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-23209 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pour-cent13.jpg\" alt=\"\" width=\"284\" height=\"84\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Tabela wyj\u015bciowa wy\u015bwietla warto\u015bci 70., 80., 90. i 95. percentyla dla zmiennej <strong>punktowej<\/strong> dla dru\u017cyn A i B.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Dodatkowe zasoby<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Poni\u017csze samouczki wyja\u015bniaj\u0105, jak wykonywa\u0107 inne typowe zadania w SAS-ie:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pl\/procedura-podsumowujaca-w-sas\/\" target=\"_blank\" rel=\"noopener\">Jak korzysta\u0107 ze podsumowania procedur w SAS-ie<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/tabela-czestotliwosci-sas\/\" target=\"_blank\" rel=\"noopener\">Jak tworzy\u0107 tabele cz\u0119sto\u015bci w SAS-ie<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/korelacja-w-sluzie\/\" target=\"_blank\" rel=\"noopener\">Jak obliczy\u0107 korelacj\u0119 w SAS-ie<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Oto trzy najcz\u0119stsze sposoby obliczania percentyli dla zbioru danych w SAS-ie: Metoda 1: Oblicz konkretn\u0105 warto\u015b\u0107 percentyla \/*calculate 70th percentile value for var1*\/ proc univariate data =original_data; var var1; output out =percentile_data pctlpts = 70 pctlpre = P_; run ; Metoda 2: Oblicz wiele okre\u015blonych warto\u015bci percentylowych \/*calculate 70th, 80th, and 90th percentile value for [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-2629","post","type-post","status-publish","format-standard","hentry","category-przewodnik"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Jak obliczy\u0107 percentyle w SAS (z przyk\u0142adami) - Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak obliczy\u0107 percentyle dla zbioru danych w SAS-ie, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\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\/pl\/takie-percentyle\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak obliczy\u0107 percentyle w SAS (z przyk\u0142adami) - Statologia\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak obliczy\u0107 percentyle dla zbioru danych w SAS-ie, podaj\u0105c kilka przyk\u0142ad\u00f3w.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/takie-percentyle\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T10:30:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pourcentage0.jpg\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/takie-percentyle\/\",\"url\":\"https:\/\/statorials.org\/pl\/takie-percentyle\/\",\"name\":\"Jak obliczy\u0107 percentyle w SAS (z przyk\u0142adami) - Statologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-21T10:30:26+00:00\",\"dateModified\":\"2023-07-21T10:30:26+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak obliczy\u0107 percentyle dla zbioru danych w SAS-ie, podaj\u0105c kilka przyk\u0142ad\u00f3w.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/takie-percentyle\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/takie-percentyle\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/takie-percentyle\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak obliczy\u0107 percentyle w sas: z przyk\u0142adami\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pl\/#website\",\"url\":\"https:\/\/statorials.org\/pl\/\",\"name\":\"Statorials\",\"description\":\"Tw\u00f3j przewodnik po kompetencjach statystycznych!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\",\"name\":\"Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin Anderson\"},\"description\":\"Cze\u015b\u0107, jestem Benjamin i jestem emerytowanym profesorem statystyki, kt\u00f3ry zosta\u0142 oddanym nauczycielem Statorials. Dzi\u0119ki bogatemu do\u015bwiadczeniu i wiedzy specjalistycznej w dziedzinie statystyki ch\u0119tnie dziel\u0119 si\u0119 swoj\u0105 wiedz\u0105, aby wzmocni\u0107 pozycj\u0119 uczni\u00f3w za po\u015brednictwem Statorials. Wiedzie\u0107 wi\u0119cej\",\"sameAs\":[\"https:\/\/statorials.org\/pl\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Jak obliczy\u0107 percentyle w SAS (z przyk\u0142adami) - Statologia","description":"W tym samouczku wyja\u015bniono, jak obliczy\u0107 percentyle dla zbioru danych w SAS-ie, podaj\u0105c kilka przyk\u0142ad\u00f3w.","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\/pl\/takie-percentyle\/","og_locale":"pl_PL","og_type":"article","og_title":"Jak obliczy\u0107 percentyle w SAS (z przyk\u0142adami) - Statologia","og_description":"W tym samouczku wyja\u015bniono, jak obliczy\u0107 percentyle dla zbioru danych w SAS-ie, podaj\u0105c kilka przyk\u0142ad\u00f3w.","og_url":"https:\/\/statorials.org\/pl\/takie-percentyle\/","og_site_name":"Statorials","article_published_time":"2023-07-21T10:30:26+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/pourcentage0.jpg"}],"author":"Benjamin Anderson","twitter_card":"summary_large_image","twitter_misc":{"Napisane przez":"Benjamin Anderson","Szacowany czas czytania":"2 minuty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/pl\/takie-percentyle\/","url":"https:\/\/statorials.org\/pl\/takie-percentyle\/","name":"Jak obliczy\u0107 percentyle w SAS (z przyk\u0142adami) - Statologia","isPartOf":{"@id":"https:\/\/statorials.org\/pl\/#website"},"datePublished":"2023-07-21T10:30:26+00:00","dateModified":"2023-07-21T10:30:26+00:00","author":{"@id":"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965"},"description":"W tym samouczku wyja\u015bniono, jak obliczy\u0107 percentyle dla zbioru danych w SAS-ie, podaj\u0105c kilka przyk\u0142ad\u00f3w.","breadcrumb":{"@id":"https:\/\/statorials.org\/pl\/takie-percentyle\/#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/pl\/takie-percentyle\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/pl\/takie-percentyle\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Dom","item":"https:\/\/statorials.org\/pl\/"},{"@type":"ListItem","position":2,"name":"Jak obliczy\u0107 percentyle w sas: z przyk\u0142adami"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/pl\/#website","url":"https:\/\/statorials.org\/pl\/","name":"Statorials","description":"Tw\u00f3j przewodnik po kompetencjach statystycznych!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/pl\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"pl-PL"},{"@type":"Person","@id":"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965","name":"Benjamin Anderson","image":{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/statorials.org\/pl\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg","caption":"Benjamin Anderson"},"description":"Cze\u015b\u0107, jestem Benjamin i jestem emerytowanym profesorem statystyki, kt\u00f3ry zosta\u0142 oddanym nauczycielem Statorials. Dzi\u0119ki bogatemu do\u015bwiadczeniu i wiedzy specjalistycznej w dziedzinie statystyki ch\u0119tnie dziel\u0119 si\u0119 swoj\u0105 wiedz\u0105, aby wzmocni\u0107 pozycj\u0119 uczni\u00f3w za po\u015brednictwem Statorials. Wiedzie\u0107 wi\u0119cej","sameAs":["https:\/\/statorials.org\/pl"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts\/2629","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/comments?post=2629"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/posts\/2629\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/media?parent=2629"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/categories?post=2629"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/pl\/wp-json\/wp\/v2\/tags?post=2629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}