{"id":144,"date":"2023-08-05T00:14:23","date_gmt":"2023-08-05T00:14:23","guid":{"rendered":"https:\/\/statorials.org\/tr\/istatistiksel-asimetri\/"},"modified":"2023-08-05T00:14:23","modified_gmt":"2023-08-05T00:14:23","slug":"istatistiksel-asimetri","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/istatistiksel-asimetri\/","title":{"rendered":"Asimetri (istatistik)"},"content":{"rendered":"<p>Bu makale istatistikte \u00e7arp\u0131kl\u0131\u011f\u0131n ne anlama geldi\u011fini a\u00e7\u0131klamaktad\u0131r. B\u00f6ylece istatistikte asimetrinin tan\u0131m\u0131n\u0131, farkl\u0131 asimetri t\u00fcrlerinin neler oldu\u011funu, asimetri katsay\u0131s\u0131n\u0131n nas\u0131l hesapland\u0131\u011f\u0131n\u0131 ve nas\u0131l yorumland\u0131\u011f\u0131n\u0131 bulacaks\u0131n\u0131z. <\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfque-es-la-asimetria-en-estadistica\"><\/span> \u0130statistikte asimetri nedir?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> \u0130statistiklerde <strong>\u00e7arp\u0131kl\u0131k<\/strong> , bir da\u011f\u0131l\u0131m\u0131n ortalamas\u0131na g\u00f6re simetri (veya asimetri) derecesini g\u00f6steren bir \u00f6l\u00e7\u00fcd\u00fcr. Basit\u00e7e s\u00f6ylemek gerekirse \u00e7arp\u0131kl\u0131k, bir da\u011f\u0131l\u0131m\u0131n simetri (veya asimetri) derecesini grafiksel olarak g\u00f6stermeye gerek kalmadan belirlemek i\u00e7in kullan\u0131lan istatistiksel bir parametredir.<\/p>\n<p> Dolay\u0131s\u0131yla \u00e7arp\u0131k bir da\u011f\u0131l\u0131m, ortalaman\u0131n solunda sa\u011fdakilerden farkl\u0131 say\u0131da de\u011fere sahip olan da\u011f\u0131l\u0131md\u0131r. \u00d6te yandan simetrik bir da\u011f\u0131l\u0131mda ortalaman\u0131n solunda ve sa\u011f\u0131nda ayn\u0131 say\u0131da de\u011fer bulunur.<\/p>\n<p> \u00d6rne\u011fin \u00fcstel da\u011f\u0131l\u0131m asimetrik, normal da\u011f\u0131l\u0131m ise simetriktir.<\/p>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"tipos-de-asimetria\"><\/span> Asimetri t\u00fcrleri<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> \u0130statistikte \u00fc\u00e7 <strong>t\u00fcr asimetri<\/strong> vard\u0131r:<\/p>\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:12px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Pozitif asimetri<\/strong> : Da\u011f\u0131l\u0131m\u0131n ortalaman\u0131n sa\u011f\u0131nda soluna g\u00f6re daha farkl\u0131 de\u011ferleri vard\u0131r.<\/span><\/li>\n<li style=\"margin-bottom:12px\"> <span style=\"color:#101010;font-weight: normal;\"><strong>Simetri<\/strong> : Da\u011f\u0131l\u0131m, ortalaman\u0131n solunda ve ortalaman\u0131n sa\u011f\u0131nda ayn\u0131 say\u0131da de\u011fere sahiptir.<\/span><\/li>\n<li> <span style=\"color:#101010;font-weight: normal;\"><strong>Negatif \u00e7arp\u0131kl\u0131k<\/strong> : Da\u011f\u0131l\u0131m\u0131n ortalaman\u0131n solunda sa\u011f\u0131na g\u00f6re daha farkl\u0131 de\u011ferleri vard\u0131r.<\/span> <\/li>\n<\/ul>\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/statistiques-types-dasymetrie.png\" alt=\"asimetri t\u00fcrleri\" class=\"wp-image-2983\" width=\"648\" height=\"196\" srcset=\"\" sizes=\"auto, \"><\/figure>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria\"><\/span> Asimetri katsay\u0131s\u0131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> <strong>\u00c7arp\u0131kl\u0131k katsay\u0131s\u0131<\/strong> veya <strong>asimetri indeksi<\/strong> , bir da\u011f\u0131l\u0131m\u0131n asimetrisini belirlemeye yard\u0131mc\u0131 olan istatistiksel bir katsay\u0131d\u0131r. Yani asimetri katsay\u0131s\u0131n\u0131 hesaplayarak, da\u011f\u0131l\u0131m\u0131n asimetri t\u00fcr\u00fcn\u00fc, bunun grafiksel bir g\u00f6sterimini yapmaya gerek kalmadan \u00f6\u011frenebilirsiniz.<\/p>\n<p> Asimetri katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in farkl\u0131 form\u00fcller olsa da ve a\u015fa\u011f\u0131da hepsini g\u00f6rece\u011fiz, kullan\u0131lan form\u00fcl ne olursa olsun asimetri katsay\u0131s\u0131n\u0131n yorumlanmas\u0131 her zaman \u015fu \u015fekilde yap\u0131l\u0131r: <\/p>\n<div style=\"padding-top: 23px; padding-bottom: 0.5px; padding-right: 30px; padding-left: 20px; border: 2.5px dashed #FF8A05; border-radius:20px;\">\n<ul style=\"color:#FF8A05; font-weight: bold;\">\n<li style=\"margin-bottom:12px\"> <span style=\"color:#101010;font-weight: normal;\">\u00c7arp\u0131kl\u0131k katsay\u0131s\u0131 pozitif ise da\u011f\u0131l\u0131m <strong>pozitif \u00e7arp\u0131kt\u0131r<\/strong> .<\/span><\/li>\n<li style=\"margin-bottom:12px\"> <span style=\"color:#101010;font-weight: normal;\">\u00c7arp\u0131kl\u0131k katsay\u0131s\u0131 s\u0131f\u0131r ise da\u011f\u0131l\u0131m <strong>simetriktir<\/strong> .<\/span><\/li>\n<li> <span style=\"color:#101010;font-weight: normal;\">\u00c7arp\u0131kl\u0131k katsay\u0131s\u0131 negatif ise da\u011f\u0131l\u0131m <strong>negatif \u00e7arp\u0131kt\u0131r<\/strong> .<\/span> <\/li>\n<\/ul>\n<\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria-de-fisher\"><\/span> Fisher&#8217;in asimetri katsay\u0131s\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p> Fisher&#8217;in \u00e7arp\u0131kl\u0131k katsay\u0131s\u0131, ortalamaya g\u00f6re \u00fc\u00e7\u00fcnc\u00fc momentin numune standart sapmas\u0131na b\u00f6l\u00fcnmesine e\u015fittir. Bu nedenle <strong>Fisher&#8217;in asimetri katsay\u0131s\u0131n\u0131n form\u00fcl\u00fc<\/strong> \u015f\u00f6yledir:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-224ee5bd016c7e0dd70260d2e9d40c9f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\mu_3}{\\sigma^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"32\" width=\"61\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> E\u015fde\u011fer olarak, Fisher katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in a\u015fa\u011f\u0131daki iki form\u00fclden herhangi biri kullan\u0131labilir:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-17fec004daa41a09c4ec2990d4dcc374_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\displaystyle \\sum_{i=1}^N\\left(x_i-\\mu\\right)^3}{N\\cdot \\sigma ^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"141\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-92f7c8482d520258f24cc0166d898d1e_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\operatorname{E}[X^3] - 3\\mu\\sigma^2 - \\mu^3}{\\sigma^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"39\" width=\"188\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> Alt\u0131n<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-638a7387bd72763290cc777a9b509c38_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"E\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"14\" style=\"vertical-align: 0px;\"><\/p>\n<p> matematiksel bir umuttur,<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-05d9eae892416bd34247a25207f8b718_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\mu\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"11\" style=\"vertical-align: -4px;\"><\/p>\n<p> aritmetik ortalama,<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-eaaf379fee5e67946f3fedf5631047b1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\sigma\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p> standart sapma ve<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-7354bae77b50b7d1faed3e8ea7a3511a_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"N\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"16\" style=\"vertical-align: 0px;\"><\/p>\n<p> toplam veri say\u0131s\u0131.<\/p>\n<p> \u00d6te yandan veriler grupland\u0131r\u0131lm\u0131\u015fsa a\u015fa\u011f\u0131daki form\u00fcl\u00fc kullanabilirsiniz:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-5c26470126d254018437efec48228b8d_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\displaystyle\\gamma_1=\\frac{\\displaystyle \\sum_{i=1}^N\\left(x_i-\\mu\\right)^3\\cdot f_i}{N\\cdot \\sigma ^3}\" title=\"Rendered by QuickLaTeX.com\" height=\"73\" width=\"167\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> Bu durumda nerede<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-dad27a9703483183e1afd245f5232b83_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"x_i\" title=\"Rendered by QuickLaTeX.com\" height=\"11\" width=\"15\" style=\"vertical-align: -3px;\"><\/p>\n<p> Bu s\u0131n\u0131f i\u015faretidir ve<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-fcb89ec1b112c79bfb56f1c210f6bb67_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"f_i\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"14\" style=\"vertical-align: -4px;\"><\/p>\n<p> kursun mutlak s\u0131kl\u0131\u011f\u0131. <\/p>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria-de-pearson\"><\/span> Pearson&#8217;un asimetri katsay\u0131s\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p> Pearson \u00e7arp\u0131kl\u0131k katsay\u0131s\u0131, \u00f6rnek ortalama ile mod aras\u0131ndaki fark\u0131n standart sapmaya (veya standart sapmaya) b\u00f6l\u00fcnmesine e\u015fittir. <strong>Pearson asimetri katsay\u0131s\u0131n\u0131n form\u00fcl\u00fc<\/strong> bu nedenle a\u015fa\u011f\u0131daki gibidir:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-c8f46cbf70a6a496ac36355ebfd70827_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_p=\\cfrac{\\mu-Mo}{\\sigma}\" title=\"Rendered by QuickLaTeX.com\" height=\"38\" width=\"108\" style=\"vertical-align: -12px;\"><\/p>\n<\/p>\n<p> Alt\u0131n<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-605ba5e37ad8f2e92b2248f02c3a090f_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_p\" title=\"Rendered by QuickLaTeX.com\" height=\"19\" width=\"20\" style=\"vertical-align: -6px;\"><\/p>\n<p> Pearson katsay\u0131s\u0131d\u0131r,<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-05d9eae892416bd34247a25207f8b718_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\mu\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"11\" style=\"vertical-align: -4px;\"><\/p>\n<p> aritmetik ortalama,<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-56c0033b7da6d7997aeec99c3967c421_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Mo\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"28\" style=\"vertical-align: 0px;\"><\/p>\n<p> moda ve<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-eaaf379fee5e67946f3fedf5631047b1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"\\sigma\" title=\"Rendered by QuickLaTeX.com\" height=\"8\" width=\"11\" style=\"vertical-align: 0px;\"><\/p>\n<p> Standart sapma.<\/p>\n<p> Pearson \u00e7arp\u0131kl\u0131k katsay\u0131s\u0131n\u0131n yaln\u0131zca tek modlu bir da\u011f\u0131l\u0131m olmas\u0131, yani verilerde yaln\u0131zca bir mod olmas\u0131 durumunda hesaplanabilece\u011fini unutmay\u0131n.<\/p>\n<p> Baz\u0131 yazarlar Pearson \u00e7arp\u0131kl\u0131k katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in mod yerine medyan\u0131 kullan\u0131r ancak genel olarak yukar\u0131daki form\u00fcl kullan\u0131l\u0131r. <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <strong>Bak\u0131n\u0131z:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/ortalama-medyan-ve-mod\/\">ortalama, medyan ve mod aras\u0131ndaki fark<\/a> <\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"coeficiente-de-asimetria-de-bowley\"><\/span> Bowley&#8217;in asimetri katsay\u0131s\u0131<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p> <strong>Bowley&#8217;in \u00e7arp\u0131kl\u0131k katsay\u0131s\u0131,<\/strong> \u00fc\u00e7\u00fcnc\u00fc \u00e7eyrek art\u0131 birinci \u00e7eyrek eksi medyan\u0131n iki kat\u0131n\u0131n toplam\u0131n\u0131n \u00fc\u00e7\u00fcnc\u00fc ve birinci \u00e7eyrekler aras\u0131ndaki farka b\u00f6l\u00fcnmesine e\u015fittir. Dolay\u0131s\u0131yla bu asimetri katsay\u0131s\u0131n\u0131n form\u00fcl\u00fc a\u015fa\u011f\u0131daki gibidir:<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-24abc41ba1a786517a247ed5fa9c3b62_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"A_B=\\cfrac{Q_3+Q_1-2\\cdot Me}{Q_3-Q_1}\" title=\"Rendered by QuickLaTeX.com\" height=\"42\" width=\"187\" style=\"vertical-align: -16px;\"><\/p>\n<\/p>\n<p> Alt\u0131n<\/p>\n<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-2744445ab7dd299c95ac769e920ad8c9_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Q_1\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"20\" style=\"vertical-align: -4px;\"><\/p>\n<p> Ve<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-cbf298d83b612ef6bc223927f80f4431_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Q_3\" title=\"Rendered by QuickLaTeX.com\" height=\"16\" width=\"21\" style=\"vertical-align: -4px;\"><\/p>\n<p> Bunlar s\u0131ras\u0131yla birinci ve \u00fc\u00e7\u00fcnc\u00fc \u00e7eyreklerdir ve<\/p>\n<p class=\"has-text-align-center\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/statorials.org\/wp-content\/ql-cache\/quicklatex.com-bf2deabe8920b42ebbefee4f63393db1_l3.png\" class=\"ql-img-inline-formula quicklatex-auto-format\" alt=\"Me\" title=\"Rendered by QuickLaTeX.com\" height=\"12\" width=\"27\" style=\"vertical-align: 0px;\"><\/p>\n<p> da\u011f\u0131l\u0131m\u0131n medyan\u0131d\u0131r.<\/p>\n<p> Bir da\u011f\u0131l\u0131m\u0131n medyan\u0131n\u0131n ikinci \u00e7eyrekle \u00e7ak\u0131\u015ft\u0131\u011f\u0131n\u0131 hat\u0131rlay\u0131n. <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <strong>Bak\u0131n\u0131z:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/ceyrekler\/\">\u00e7eyrek hesaplay\u0131c\u0131<\/a> <\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%c2%bfpara-que-sirve-la-asimetria-en-estadistica\"><\/span> \u0130statistikte asimetri ne i\u00e7in kullan\u0131l\u0131r?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p> \u0130statistikte asimetrinin anlam\u0131n\u0131 tam olarak anlamak i\u00e7in bir da\u011f\u0131l\u0131m\u0131n bu \u00f6zelli\u011finin nas\u0131l hesapland\u0131\u011f\u0131na bakal\u0131m.<\/p>\n<p> \u00c7arp\u0131kl\u0131k esas olarak bir olas\u0131l\u0131k da\u011f\u0131l\u0131m\u0131n\u0131n \u015feklini bilmek i\u00e7in kullan\u0131l\u0131r, \u00e7\u00fcnk\u00fc \u00e7arp\u0131kl\u0131k katsay\u0131s\u0131n\u0131 hesaplayarak grafik g\u00f6sterimini yapmak zorunda kalmadan bunun negatif asimetrik, pozitif asimetrik veya simetrik bir da\u011f\u0131l\u0131m olup olmad\u0131\u011f\u0131n\u0131 \u00f6\u011frenebilirsiniz.<\/p>\n<p> Ek olarak \u00e7arp\u0131kl\u0131k ve bas\u0131kl\u0131k, bir veri setinin normal da\u011f\u0131l\u0131ma yakla\u015f\u0131p yakla\u015famayaca\u011f\u0131n\u0131 belirlemek i\u00e7in kullan\u0131l\u0131r. Ba\u015fka bir deyi\u015fle, \u00e7arp\u0131kl\u0131k katsay\u0131s\u0131 ve bas\u0131kl\u0131k katsay\u0131s\u0131, bir veri serisinin normal da\u011f\u0131l\u0131m varsay\u0131mlar\u0131n\u0131 kar\u015f\u0131lay\u0131p kar\u015f\u0131lamad\u0131\u011f\u0131n\u0131 kontrol etmek i\u00e7in hesaplan\u0131r ve e\u011fer \u00f6yleyse, bu \u00e7ok faydal\u0131 olur \u00e7\u00fcnk\u00fc bir\u00e7ok istatistiksel teoremin uygulanabilece\u011fini ima eder. <\/p>\n<div style=\"background-color:#FFFDE7; padding-top: 10px; padding-bottom: 10px; padding-right: 20px; padding-left: 30px; border: 2.5px dashed #FFB74D; border-radius:20px;\"> <span style=\"color:#ff951b\">\u27a4<\/span> <strong>Bak\u0131n\u0131z:<\/strong> <a href=\"https:\/\/statorials.org\/tr\/duzlestirme\/\">gurur verici<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Bu makale istatistikte \u00e7arp\u0131kl\u0131\u011f\u0131n ne anlama geldi\u011fini a\u00e7\u0131klamaktad\u0131r. B\u00f6ylece istatistikte asimetrinin tan\u0131m\u0131n\u0131, farkl\u0131 asimetri t\u00fcrlerinin neler oldu\u011funu, asimetri katsay\u0131s\u0131n\u0131n nas\u0131l hesapland\u0131\u011f\u0131n\u0131 ve nas\u0131l yorumland\u0131\u011f\u0131n\u0131 bulacaks\u0131n\u0131z. \u0130statistikte asimetri nedir? \u0130statistiklerde \u00e7arp\u0131kl\u0131k , bir da\u011f\u0131l\u0131m\u0131n ortalamas\u0131na g\u00f6re simetri (veya asimetri) derecesini g\u00f6steren bir \u00f6l\u00e7\u00fcd\u00fcr. Basit\u00e7e s\u00f6ylemek gerekirse \u00e7arp\u0131kl\u0131k, bir da\u011f\u0131l\u0131m\u0131n simetri (veya asimetri) derecesini grafiksel olarak g\u00f6stermeye [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-144","post","type-post","status-publish","format-standard","hentry","category-istatistik"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u25b7 Asimetri (istatistik): anlam\u0131, t\u00fcrleri, form\u00fcl\u00fc...<\/title>\n<meta name=\"description\" content=\"Burada istatistikte asimetrinin ne oldu\u011funu, asimetri t\u00fcrlerini, asimetri katsay\u0131s\u0131n\u0131n (form\u00fcl) nas\u0131l hesaplanaca\u011f\u0131n\u0131 ve nas\u0131l yorumland\u0131\u011f\u0131n\u0131 \u00f6\u011freneceksiniz.\" 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