{"id":2553,"date":"2024-10-09T09:44:52","date_gmt":"2024-10-09T07:44:52","guid":{"rendered":"https:\/\/ellistat.com\/?post_type=guide-dutilisateur&#038;p=2553"},"modified":"2024-10-23T16:47:07","modified_gmt":"2024-10-23T14:47:07","slug":"03-nepesseg","status":"publish","type":"guide-dutilisateur","link":"https:\/\/ellistat.com\/hu\/guide-dutilisateur\/03-population\/","title":{"rendered":"N\u00e9pess\u00e9g"},"content":{"rendered":"<p>Ellistat <a href=\"https:\/\/ellistat.com\/hu\/adatelemzesi-megoldasok\/\">Adatelemz\u00e9s<\/a> a k\u00f6vetkez\u0151 term\u00e9kek teljes sk\u00e1l\u00e1j\u00e1t k\u00edn\u00e1lja <strong>statisztikai tesztel\u00e9s<\/strong> parametrikus \u00e9s nem parametrikus tesztek mennyis\u00e9gi adatok popul\u00e1ci\u00f3j\u00e1nak \u00f6sszehasonl\u00edt\u00e1s\u00e1ra. E statisztikai tesztek c\u00e9lja k\u00e9t vagy t\u00f6bb popul\u00e1ci\u00f3 \u00f6sszehasonl\u00edt\u00e1sa, ak\u00e1r a poz\u00edci\u00f3k (p\u00e9ld\u00e1ul \u00e1tlagok vagy medi\u00e1nok), ak\u00e1r a sz\u00f3r\u00e1sok (varianci\u00e1k) tekintet\u00e9ben.<\/p>\n\n\n\n<p>A hipot\u00e9zisvizsg\u00e1lat k\u00e9t nagy kateg\u00f3ri\u00e1ba sorolhat\u00f3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Parametrikus tesztek (narancss\u00e1rga sz\u00ednnel): Ezek a statisztikai tesztek felt\u00e9telez\u00e9seket tesznek a popul\u00e1ci\u00f3 eloszl\u00e1s\u00e1nak param\u00e9tereire, p\u00e9ld\u00e1ul az \u00e1tlagra \u00e9s a sz\u00f3r\u00e1sra vonatkoz\u00f3an, \u00e9s olyan p\u00e9ld\u00e1kat tartalmaznak, mint a Student's t-teszt, az ANOVA \u00e9s a line\u00e1ris regresszi\u00f3s teszt.<\/li>\n\n\n\n<li>Nem parametrikus tesztek (z\u00f6lddel): Ezek olyan statisztikai tesztek, amelyek nem tesznek feltev\u00e9seket a popul\u00e1ci\u00f3s adatok eloszl\u00e1s\u00e1r\u00f3l, \u00e9s olyan p\u00e9ld\u00e1kat tartalmaznak, mint a Wilcoxon-, a Kruskal-Wallis- vagy a Friedman-teszt.<\/li>\n<\/ul>\n\n\n\n<p>Az al\u00e1bbi t\u00e1bl\u00e1zat \u00f6sszefoglalja az Ellistat adatelemz\u00e9sben el\u00e9rhet\u0151 \u00f6sszes statisztikai tesztet:<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"984\" height=\"440\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-43.png\" alt=\"\" class=\"wp-image-2554\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-43.png 984w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-43-300x134.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-43-768x343.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-43-18x8.png 18w\" sizes=\"auto, (max-width: 984px) 100vw, 984px\" \/><\/figure>\n<\/div>\n\n\n<p>Az al\u00e1bbi szakaszok r\u00e9szletezik az Ellistat adatelemz\u00e9ssel elv\u00e9gezhet\u0151 statisztikai vizsg\u00e1latokat:<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. Statisztikai tesztek az \u00e1tlagok \u00f6sszehasonl\u00edt\u00e1s\u00e1ra<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Az \u00e1tlagok \u00f6sszehasonl\u00edt\u00e1sa:<\/h3>\n\n\n\n<p>Az al\u00e1bbi p\u00e9ld\u00e1k \u00f6sszefoglalj\u00e1k az \u00e1tlagok \u00f6sszehasonl\u00edt\u00e1s\u00e1ra v\u00e9gzett \u00f6sszehasonl\u00edt\u00e1sok t\u00edpusait.<\/p>\n\n\n\n<p>Az al\u00e1bbi linkek tartalmazz\u00e1k az Ellistat Data Analysis \u00e1ltal javasolt k\u00fcl\u00f6nb\u00f6z\u0151 \u00e1tlag-\u00f6sszehasonl\u00edt\u00f3 elemz\u00e9sekhez haszn\u00e1lt adatokat. Vegy\u00fck p\u00e9ld\u00e1nak a k\u00f6vetkez\u0151 adatokat<\/p>\n\n\n\n<p><a href=\"https:\/\/www.notion.so\/Independent-Data-Donn-es-ind-pendantes-dac47d220e4849539713c494536c8bae?pvs=21\">F\u00fcggetlen adatok \ud83c\uddfa\ud83c\uddf8\/ Donn\u00e9es ind\u00e9pendantes\ud83c\uddeb\ud83c\uddf7&nbsp;<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.notion.so\/Paired-Data-Donn-es-appari-es-b4d9716ead7e41ebba60342898325fab?pvs=21\">P\u00e1ros\u00edtott adatok \ud83c\uddfa\ud83c\uddf8\/ Donn\u00e9es appari\u00e9es \ud83c\uddeb\ud83c\uddf7&nbsp;<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 1: Egy \u00e1tlag \u00e9s egy elm\u00e9leti \u00e9rt\u00e9k \u00f6sszehasonl\u00edt\u00e1sa :<\/h3>\n\n\n\n<p>V\u00e9gezzen 1T tesztet, hogy \u00f6sszehasonl\u00edtsa az \u00e1tlagot egy elm\u00e9leti \u00e9rt\u00e9kkel.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-44-1024x524.png\" alt=\"\" class=\"wp-image-2555\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-44-1024x524.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-44-300x153.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-44-768x393.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-44-1536x786.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-44-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-44.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja, hogy \u00f6sszehasonl\u00edtsuk az A sz\u00e1ll\u00edt\u00f3 \u00e1tlagos erej\u00e9t 5 N-nal.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>v\u00e1lassza ki a mennyis\u00e9gi adatokat tartalmaz\u00f3 oszlopot Y-ban.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n\n\n\n<li>A&nbsp;<strong>4. z\u00f3na<\/strong>A szignifikancia eredm\u00e9nye (a jobb oldalon l\u00e1that\u00f3) az al\u00e1bbi k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (Az \u00e1tlag \u00e9s az elm\u00e9leti \u00e9rt\u00e9k k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g szignifik\u00e1ns). \ud83d\udcdd: A tartalom&nbsp;<strong>4. z\u00f3na<\/strong>f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"532\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-45-1024x532.png\" alt=\"\" class=\"wp-image-2556\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-45-1024x532.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-45-300x156.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-45-768x399.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-45-1536x798.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-45-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-45.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-group has-very-light-gray-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 \u00dcgyeljen a teszt el\u0151felt\u00e9teleinek ellen\u0151rz\u00e9s\u00e9re: az adatok normalit\u00e1sa \u00e9s a kiugr\u00f3 \u00e9rt\u00e9kek hi\u00e1nya.<\/p>\n\n\n\n<ol class=\"wp-block-list has-very-light-gray-background-color has-background\">\n<li>Ha ezek a felt\u00e9telek teljes\u00fclnek, a \u2705 log\u00f3 megjelenik a jelent\u00e9s bal fels\u0151 r\u00e9sz\u00e9n.<\/li>\n\n\n\n<li>Ha valamelyik felt\u00e9tel nem teljes\u00fcl, a jelent\u00e9s bal fels\u0151 sark\u00e1ban megjelenik a \u26a0\ufe0f APP log\u00f3.<\/li>\n<\/ol>\n<\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"590\" height=\"100\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-46.png\" alt=\"\" class=\"wp-image-2557\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-46.png 590w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-46-300x51.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-46-18x3.png 18w\" sizes=\"auto, (max-width: 590px) 100vw, 590px\" \/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"98\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-47.png\" alt=\"\" class=\"wp-image-2558\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-47.png 576w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-47-300x51.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-47-18x3.png 18w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 2: K\u00e9t \u00e1tlag \u00f6sszehasonl\u00edt\u00e1sa <\/h3>\n\n\n\n<p>V\u00e9gezzen 2T tesztet k\u00e9t k\u00fcl\u00f6nb\u00f6z\u0151 \u00e1tlag \u00f6sszehasonl\u00edt\u00e1s\u00e1ra.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja az A \u00e9s B besz\u00e1ll\u00edt\u00f3 \u00e1tlagos er\u0151ss\u00e9g\u00e9nek \u00f6sszehasonl\u00edt\u00e1sa.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>Ha az adatok 2 k\u00fcl\u00f6nb\u00f6z\u0151 oszlopban vannak, v\u00e1lassza ki az A \u00e9s B oszlopot Y-ban. Ha az adatok egym\u00e1sra vannak halmozva (egy sz\u00e1ll\u00edt\u00f3 oszlop a szil\u00e1rds\u00e1g oszlop mellett), v\u00e1lassza a szil\u00e1rds\u00e1got Y-nak \u00e9s a sz\u00e1ll\u00edt\u00f3t X-nek.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"754\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-48-1024x754.png\" alt=\"\" class=\"wp-image-2559\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-48-1024x754.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-48-300x221.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-48-768x565.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-48-1536x1130.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-48-16x12.png 16w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-48.png 1621w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>A&nbsp;<strong>4. z\u00f3na.<\/strong>&nbsp;. a szignifikancia eredm\u00e9nye (a jobb oldalon jelenik meg) a k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (A k\u00e9t A \u00e9s B \u00e1tlag k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g nem szignifik\u00e1ns). \ud83d\udcdd: A tartalom&nbsp;<strong>4. z\u00f3na<\/strong>&nbsp;f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"577\" height=\"327\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-49.png\" alt=\"\" class=\"wp-image-2560\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-49.png 577w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-49-300x170.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-49-18x10.png 18w\" sizes=\"auto, (max-width: 577px) 100vw, 577px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-group has-very-light-gray-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 \u00dcgyeljen arra, hogy ellen\u0151rizze a teszt el\u0151felt\u00e9teleit: az adatok normalit\u00e1s\u00e1t, a kiugr\u00f3 \u00e9rt\u00e9kek hi\u00e1ny\u00e1t \u00e9s a varianci\u00e1k egyenl\u0151s\u00e9g\u00e9t.<\/p>\n\n\n\n<ul class=\"wp-block-list has-very-light-gray-background-color has-background\">\n<li>Ha ezek a felt\u00e9telek teljes\u00fclnek, a \u2705 log\u00f3 megjelenik a jelent\u00e9s bal fels\u0151 r\u00e9sz\u00e9n.<\/li>\n\n\n\n<li>Ha valamelyik felt\u00e9tel nem teljes\u00fcl, a jelent\u00e9s bal fels\u0151 sark\u00e1ban megjelenik a \u26a0\ufe0f APP log\u00f3.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"573\" height=\"99\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-50.png\" alt=\"\" class=\"wp-image-2561\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-50.png 573w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-50-300x52.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-50-18x3.png 18w\" sizes=\"auto, (max-width: 573px) 100vw, 573px\" \/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"578\" height=\"117\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-51.png\" alt=\"\" class=\"wp-image-2562\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-51.png 578w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-51-300x61.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-51-18x4.png 18w\" sizes=\"auto, (max-width: 578px) 100vw, 578px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 3: H\u00e1rom vagy t\u00f6bb \u00e1tlag \u00f6sszehasonl\u00edt\u00e1sa <\/h3>\n\n\n\n<p>V\u00e9gezzen ANOVA (varianciaanal\u00edzis) tesztet 3 vagy t\u00f6bb \u00e1tlag \u00f6sszehasonl\u00edt\u00e1s\u00e1ra.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja az A, B \u00e9s C sz\u00e1ll\u00edt\u00f3k \u00e1tlagos er\u0151ss\u00e9g\u00e9nek \u00f6sszehasonl\u00edt\u00e1sa.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>V\u00e1lassza ki az A, B \u00e9s C oszlopokat Y-ban, ha az adatok 3 k\u00fcl\u00f6nb\u00f6z\u0151 oszlopban vannak. vagy ha az adatok egym\u00e1sra vannak halmozva (egy sz\u00e1ll\u00edt\u00f3i oszlop az er\u0151ss\u00e9geket tartalmaz\u00f3 oszlop mellett). v\u00e1lassza az er\u0151ss\u00e9get Y-nak \u00e9s a sz\u00e1ll\u00edt\u00f3t X-nek.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"746\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-52-1024x746.png\" alt=\"\" class=\"wp-image-2563\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-52-1024x746.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-52-300x219.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-52-768x560.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-52-1536x1119.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-52-16x12.png 16w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-52.png 1648w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>A&nbsp;<strong>4. z\u00f3na.<\/strong>&nbsp;. a szignifikancia eredm\u00e9nye (a jobb oldalon jelenik meg) a k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (Az A, B \u00e9s C \u00e1tlagok k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g nem szignifik\u00e1ns). \ud83d\udcdd: A tartalom&nbsp;<strong>4. z\u00f3na<\/strong>&nbsp;f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"576\" height=\"346\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-53.png\" alt=\"\" class=\"wp-image-2564\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-53.png 576w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-53-300x180.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-53-18x12.png 18w\" sizes=\"auto, (max-width: 576px) 100vw, 576px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-group has-very-light-gray-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 \u00dcgyeljen arra, hogy ellen\u0151rizze a teszt el\u0151felt\u00e9teleit: az adatok normalit\u00e1s\u00e1t, a kiugr\u00f3 \u00e9rt\u00e9kek hi\u00e1ny\u00e1t \u00e9s a varianci\u00e1k egyenl\u0151s\u00e9g\u00e9t.<\/p>\n\n\n\n<ul class=\"wp-block-list has-very-light-gray-background-color has-background\">\n<li>Ha ezek a felt\u00e9telek teljes\u00fclnek, a \u2705 log\u00f3 megjelenik a jelent\u00e9s bal fels\u0151 r\u00e9sz\u00e9n.<\/li>\n\n\n\n<li>Ha valamelyik felt\u00e9tel nem teljes\u00fcl, a jelent\u00e9s bal fels\u0151 sark\u00e1ban megjelenik a \u26a0\ufe0f APP log\u00f3.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"577\" height=\"98\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-54.png\" alt=\"\" class=\"wp-image-2565\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-54.png 577w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-54-300x51.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-54-18x3.png 18w\" sizes=\"auto, (max-width: 577px) 100vw, 577px\" \/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"575\" height=\"103\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-55.png\" alt=\"\" class=\"wp-image-2566\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-55.png 575w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-55-300x54.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-55-18x3.png 18w\" sizes=\"auto, (max-width: 575px) 100vw, 575px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 4: P\u00e1ros\u00edtott adatok<\/h3>\n\n\n\n<p>A statisztik\u00e1val \u00f6sszef\u00fcgg\u00e9sben a p\u00e1ros\u00edtott adatok (vagy p\u00e1ros\u00edtott adatok) olyan adathalmazokra utalnak, amelyekben a megfigyel\u00e9seket p\u00e1rban gy\u0171jtik. Minden megfigyel\u00e9si p\u00e1r \u00e1ltal\u00e1ban meghat\u00e1rozott m\u00f3don kapcsol\u00f3dik egym\u00e1shoz, lehet\u0151v\u00e9 t\u00e9ve az egyes p\u00e1rokon bel\u00fcli k\u00e9t \u00e9rt\u00e9k k\u00f6zvetlen \u00f6sszehasonl\u00edt\u00e1s\u00e1t.<\/p>\n\n\n\n<p>P\u00e9lda:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hasonl\u00edtsa \u00f6ssze az \u00e1tlagos kem\u00e9nys\u00e9get a h\u0151kezel\u00e9s el\u0151tt \u00e9s ut\u00e1n.<\/li>\n\n\n\n<li>Hasonl\u00edtsa \u00f6ssze a feh\u00e9rv\u00e9rsejtsz\u00e1mot a kezel\u00e9s el\u0151tt, az els\u0151 adag kezel\u00e9s ut\u00e1n \u00e9s a m\u00e1sodik adag kezel\u00e9s ut\u00e1n.<\/li>\n<\/ul>\n\n\n\n<p>P\u00e1ros\u00edtott adatok \u00e1tlagainak \u00f6sszehasonl\u00edt\u00e1sa.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"387\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-56-1024x387.png\" alt=\"\" class=\"wp-image-2567\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-56-1024x387.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-56-300x113.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-56-768x290.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-56-18x7.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-56.png 1495w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p>Az Ellistat k\u00e9t megfelel\u0151 tesztet k\u00edn\u00e1l a p\u00e1ros\u00edtott adatok \u00e1tlagainak \u00f6sszehasonl\u00edt\u00e1s\u00e1ra:<\/p>\n\n\n\n<p>\u21d2&nbsp;<strong>T-pr\u00f3ba<\/strong>&nbsp;p\u00e1ros\u00edtott adatok eset\u00e9n k\u00e9t \u00e1tlag eset\u00e9ben.<\/p>\n\n\n\n<p>\u21d2&nbsp;<strong>ANOVA<\/strong>&nbsp;p\u00e1ros\u00edtott adatok eset\u00e9n k\u00e9t vagy t\u00f6bb \u00e1tlag eset\u00e9ben.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.notion.so\/Paired-Data-Donn-es-appari-es-e939f25552a244ed884a1188b17a5a4c?pvs=21\">P\u00e1ros\u00edtott adatok \ud83c\uddfa\ud83c\uddf8\/ Donn\u00e9es appari\u00e9es \ud83c\uddeb\ud83c\uddf7&nbsp;<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. Statisztikai tesztek a standard elt\u00e9r\u00e9sek \u00f6sszehasonl\u00edt\u00e1s\u00e1ra<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">A standard elt\u00e9r\u00e9sek \u00f6sszehasonl\u00edt\u00e1sa:<\/h3>\n\n\n\n<p>Az al\u00e1bbi p\u00e9ld\u00e1k \u00f6sszefoglalj\u00e1k a standard elt\u00e9r\u00e9sek \u00f6sszehasonl\u00edt\u00e1s\u00e1ra v\u00e9gzett \u00f6sszehasonl\u00edt\u00e1sok t\u00edpusait.<\/p>\n\n\n\n<p>Az al\u00e1bbi linkek tartalmazz\u00e1k az Ellistat Data Analysis \u00e1ltal javasolt k\u00fcl\u00f6nb\u00f6z\u0151 sz\u00f3r\u00e1s-\u00f6sszehasonl\u00edt\u00f3 elemz\u00e9sekhez haszn\u00e1lt adatokat. Vegy\u00fck p\u00e9ldak\u00e9nt a k\u00f6vetkez\u0151 adatokat:<\/p>\n\n\n\n<p><a href=\"https:\/\/www.notion.so\/Independent-Data-Donn-es-ind-pendantes-dac47d220e4849539713c494536c8bae?pvs=21\">F\u00fcggetlen adatok \ud83c\uddfa\ud83c\uddf8\/ Donn\u00e9es ind\u00e9pendantes\ud83c\uddeb\ud83c\uddf7&nbsp;<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 1: Egy sz\u00f3r\u00e1s \u00e9s egy elm\u00e9leti \u00e9rt\u00e9k \u00f6sszehasonl\u00edt\u00e1sa :<\/h3>\n\n\n\n<p>Egy&nbsp;<strong>Chi-2 teszt<\/strong>egy sz\u00f3r\u00e1s \u00e9s egy elm\u00e9leti \u00e9rt\u00e9k \u00f6sszehasonl\u00edt\u00e1sa.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-57-1024x524.png\" alt=\"\" class=\"wp-image-2568\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-57-1024x524.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-57-300x153.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-57-768x393.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-57-1536x785.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-57-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-57.png 2001w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja, hogy \u00f6sszehasonl\u00edtsuk az A sz\u00e1ll\u00edt\u00f3 1 N er\u0151ss\u00e9g\u00e9nek sz\u00f3r\u00e1s\u00e1t.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>v\u00e1lassza ki a mennyis\u00e9gi adatokat tartalmaz\u00f3 oszlopot Y-ban.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n\n\n\n<li>A&nbsp;<strong>4. z\u00f3na<\/strong>A szignifikancia eredm\u00e9nye (a jobb oldalon l\u00e1that\u00f3) az al\u00e1bbi k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (a sz\u00f3r\u00e1s \u00e9s az elm\u00e9leti \u00e9rt\u00e9k k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g szignifik\u00e1ns). \ud83d\udcdd: A tartalom&nbsp;<strong>4. z\u00f3na<\/strong>f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"564\" height=\"281\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-58.png\" alt=\"\" class=\"wp-image-2569\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-58.png 564w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-58-300x149.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-58-18x9.png 18w\" sizes=\"auto, (max-width: 564px) 100vw, 564px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-group has-very-light-gray-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 \u00dcgyeljen a teszt el\u0151felt\u00e9teleinek ellen\u0151rz\u00e9s\u00e9re: az adatok normalit\u00e1sa \u00e9s a kiugr\u00f3 \u00e9rt\u00e9kek hi\u00e1nya.<\/p>\n\n\n\n<ul class=\"wp-block-list has-very-light-gray-background-color has-background\">\n<li>Ha ezek a felt\u00e9telek teljes\u00fclnek, a \u2705 log\u00f3 megjelenik a jelent\u00e9s bal fels\u0151 r\u00e9sz\u00e9n.<\/li>\n\n\n\n<li>Ha valamelyik felt\u00e9tel nem teljes\u00fcl, a jelent\u00e9s bal fels\u0151 sark\u00e1ban megjelenik a \u26a0\ufe0f APP log\u00f3.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"584\" height=\"90\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-59.png\" alt=\"\" class=\"wp-image-2570\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-59.png 584w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-59-300x46.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-59-18x3.png 18w\" sizes=\"auto, (max-width: 584px) 100vw, 584px\" \/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"569\" height=\"96\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-60.png\" alt=\"\" class=\"wp-image-2571\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-60.png 569w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-60-300x51.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-60-18x3.png 18w\" sizes=\"auto, (max-width: 569px) 100vw, 569px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 2: K\u00e9t standard elt\u00e9r\u00e9s \u00f6sszehasonl\u00edt\u00e1sa.<\/h3>\n\n\n\n<p>Az Ellistat 2 tesztet k\u00edn\u00e1l a standard elt\u00e9r\u00e9sek \u00f6sszehasonl\u00edt\u00e1s\u00e1ra:<\/p>\n\n\n\n<p>\u21d2<strong>Fischer-teszt<\/strong>k\u00e9t k\u00fcl\u00f6nb\u00f6z\u0151 standard elt\u00e9r\u00e9s \u00f6sszehasonl\u00edt\u00e1s\u00e1ra.<\/p>\n\n\n\n<p>\u21d2<strong>A Levene-teszt<\/strong>k\u00e9t vagy t\u00f6bb standard elt\u00e9r\u00e9s \u00f6sszehasonl\u00edt\u00e1sa.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja, hogy \u00f6sszehasonl\u00edtsa az A \u00e9s a B sz\u00e1ll\u00edt\u00f3 er\u0151ss\u00e9geinek sz\u00f3r\u00e1sait.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>Ha az adatok 2 k\u00fcl\u00f6nb\u00f6z\u0151 oszlopban vannak, v\u00e1lassza ki az A \u00e9s B oszlopot Y-ban. Ha az adatok egym\u00e1sra vannak halmozva (egy sz\u00e1ll\u00edt\u00f3 oszlop a szil\u00e1rds\u00e1g oszlop mellett), v\u00e1lassza a szil\u00e1rds\u00e1got Y-nak \u00e9s a sz\u00e1ll\u00edt\u00f3t X-nek.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-61-1024x524.png\" alt=\"\" class=\"wp-image-2572\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-61-1024x524.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-61-300x153.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-61-768x393.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-61-1536x785.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-61-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-61.png 2001w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>A&nbsp;<strong>4. z\u00f3na.<\/strong>&nbsp;. a szignifikancia eredm\u00e9nye (a jobb oldalon jelenik meg) a k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (A k\u00e9t standard elt\u00e9r\u00e9s A \u00e9s B k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g nem szignifik\u00e1ns). \ud83d\udcdd: A tartalom&nbsp;<strong>4. z\u00f3na<\/strong>&nbsp;f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"573\" height=\"557\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-62.png\" alt=\"\" class=\"wp-image-2573\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-62.png 573w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-62-300x292.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-62-12x12.png 12w\" sizes=\"auto, (max-width: 573px) 100vw, 573px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-group has-very-light-gray-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 Mindenk\u00e9ppen ellen\u0151rizze a teszt el\u0151felt\u00e9teleit:<\/p>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background\">\u21d2&nbsp;<strong>Fischer-teszt :<\/strong>Az adatok normalit\u00e1sa \u00e9s a kiugr\u00f3 \u00e9rt\u00e9kek hi\u00e1nya.<\/p>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background\">\u21d2&nbsp;<strong>Levene tesztje :<\/strong>Kiugr\u00f3 \u00e9rt\u00e9kek hi\u00e1nya.<\/p>\n\n\n\n<ul class=\"wp-block-list has-very-light-gray-background-color has-background\">\n<li>Ha ezek a felt\u00e9telek teljes\u00fclnek, a \u2705 log\u00f3 megjelenik a jelent\u00e9s bal fels\u0151 r\u00e9sz\u00e9n.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list has-very-light-gray-background-color has-background\">\n<li>Ha valamelyik felt\u00e9tel nem teljes\u00fcl, a jelent\u00e9s bal fels\u0151 sark\u00e1ban megjelenik a \u26a0\ufe0f APP log\u00f3.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"580\" height=\"96\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-63.png\" alt=\"\" class=\"wp-image-2574\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-63.png 580w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-63-300x50.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-63-18x3.png 18w\" sizes=\"auto, (max-width: 580px) 100vw, 580px\" \/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"586\" height=\"82\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-64.png\" alt=\"\" class=\"wp-image-2575\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-64.png 586w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-64-300x42.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-64-18x3.png 18w\" sizes=\"auto, (max-width: 586px) 100vw, 586px\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 3: H\u00e1rom vagy t\u00f6bb standard elt\u00e9r\u00e9s \u00f6sszehasonl\u00edt\u00e1sa <\/h3>\n\n\n\n<p>Az Ellistat 2 tesztet k\u00edn\u00e1l a standard elt\u00e9r\u00e9sek \u00f6sszehasonl\u00edt\u00e1s\u00e1ra:<\/p>\n\n\n\n<p>\u21d2<strong>A Bartlett-teszt<\/strong>k\u00e9t vagy t\u00f6bb standard elt\u00e9r\u00e9s \u00f6sszehasonl\u00edt\u00e1sa.<\/p>\n\n\n\n<p>\u21d2<strong>A Levene-teszt<\/strong>k\u00e9t vagy t\u00f6bb standard elt\u00e9r\u00e9s \u00f6sszehasonl\u00edt\u00e1sa.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja, hogy \u00f6sszehasonl\u00edtsa az A, B \u00e9s C sz\u00e1ll\u00edt\u00f3k er\u0151ss\u00e9geinek sz\u00f3r\u00e1sait.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>V\u00e1lassza ki az A, B \u00e9s C oszlopokat Y-ban, ha az adatok 3 k\u00fcl\u00f6nb\u00f6z\u0151 oszlopban vannak. vagy ha az adatok egym\u00e1sra vannak halmozva (egy sz\u00e1ll\u00edt\u00f3i oszlop az er\u0151ss\u00e9geket tartalmaz\u00f3 oszlop mellett). v\u00e1lassza az er\u0151ss\u00e9get Y-nak \u00e9s a sz\u00e1ll\u00edt\u00f3t X-nek.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-65-1024x524.png\" alt=\"\" class=\"wp-image-2576\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-65-1024x524.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-65-300x153.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-65-768x393.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-65-1536x785.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-65-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-65.png 2001w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>A&nbsp;<strong>4. z\u00f3na.<\/strong>&nbsp;. a szignifikancia eredm\u00e9nye (a jobb oldalon jelenik meg) a k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (Az A, B \u00e9s C standard elt\u00e9r\u00e9sek k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g nem szignifik\u00e1ns). \ud83d\udcdd: A tartalom&nbsp;<strong>4. z\u00f3na<\/strong>&nbsp;f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"567\" height=\"516\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-66.png\" alt=\"\" class=\"wp-image-2577\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-66.png 567w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-66-300x273.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-66-13x12.png 13w\" sizes=\"auto, (max-width: 567px) 100vw, 567px\" \/><\/figure>\n<\/div>\n\n\n<div class=\"wp-block-group has-very-light-gray-background-color has-background\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 Mindenk\u00e9ppen ellen\u0151rizze a teszt el\u0151felt\u00e9teleit:<\/p>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background\">\u21d2&nbsp;<strong>Bartlett-teszt:<\/strong> Az adatok normalit\u00e1sa \u00e9s a kiugr\u00f3 \u00e9rt\u00e9kek hi\u00e1nya.<\/p>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background\">\u21d2&nbsp;<strong>Levene tesztje :<\/strong> Kiugr\u00f3 \u00e9rt\u00e9kek hi\u00e1nya.<\/p>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background\">Ha ezek a felt\u00e9telek teljes\u00fclnek, a \u2705 log\u00f3 megjelenik a jelent\u00e9s bal fels\u0151 r\u00e9sz\u00e9n.<\/p>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background\">Ha valamelyik felt\u00e9tel nem teljes\u00fcl, a jelent\u00e9s bal fels\u0151 sark\u00e1ban megjelenik a \u26a0\ufe0f APP log\u00f3.<\/p>\n<\/div><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"139\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-67-1024x139.png\" alt=\"\" class=\"wp-image-2578\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-67-1024x139.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-67-300x41.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-67-768x104.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-67-1536x208.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-67-18x2.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-67.png 1919w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"155\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-68-1024x155.png\" alt=\"\" class=\"wp-image-2579\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-68-1024x155.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-68-300x46.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-68-768x117.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-68-1536x233.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-68-18x3.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-68.png 1930w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">3. Statisztikai tesztek a medi\u00e1nok \u00f6sszehasonl\u00edt\u00e1s\u00e1ra<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">A medi\u00e1nok \u00f6sszehasonl\u00edt\u00e1sa:<\/h3>\n\n\n\n<p>Az al\u00e1bbi p\u00e9ld\u00e1k \u00f6sszefoglalj\u00e1k a medi\u00e1nok \u00f6sszehasonl\u00edt\u00e1s\u00e1ra v\u00e9gzett \u00f6sszehasonl\u00edt\u00e1sok t\u00edpusait.<\/p>\n\n\n\n<p>Az al\u00e1bbi linkek tartalmazz\u00e1k az Ellistat Data Analysis \u00e1ltal javasolt k\u00fcl\u00f6nb\u00f6z\u0151 medi\u00e1n-\u00f6sszehasonl\u00edt\u00f3 elemz\u00e9sekhez haszn\u00e1lt adatokat. Vegy\u00fck p\u00e9ldak\u00e9nt a k\u00f6vetkez\u0151 adatokat:<\/p>\n\n\n\n<p><a href=\"https:\/\/www.notion.so\/Independent-Data-Donn-es-ind-pendantes-73c9b33aa74542a3bda125d6dc0db861?pvs=21\">F\u00fcggetlen adatok \ud83c\uddfa\ud83c\uddf8\/ Donn\u00e9es ind\u00e9pendantes\ud83c\uddeb\ud83c\uddf7<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.notion.so\/Paired-Data-Donn-es-appari-es-dd0a73e2055c431ab40fae753e69080f?pvs=21\">P\u00e1ros\u00edtott adatok \ud83c\uddfa\ud83c\uddf8\/ Donn\u00e9es appari\u00e9es \ud83c\uddeb\ud83c\uddf7<\/a><\/p>\n\n\n\n<p>Ezen az adatk\u00e9szleten sz\u00e1mos elemz\u00e9s v\u00e9gezhet\u0151.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 1: Egy medi\u00e1n \u00f6sszehasonl\u00edt\u00e1sa egy elm\u00e9leti \u00e9rt\u00e9kkel :<\/h3>\n\n\n\n<p>Az Ellistat k\u00e9t nem parametrikus tesztet k\u00edn\u00e1l a medi\u00e1n \u00e9s az elm\u00e9leti \u00e9rt\u00e9k \u00f6sszehasonl\u00edt\u00e1s\u00e1ra.<\/p>\n\n\n\n<p>\u21d2&nbsp;<strong>Jelteszt<\/strong><\/p>\n\n\n\n<p>\u21d2&nbsp;<strong>Wilcoxon-teszt<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-69-1024x524.png\" alt=\"\" class=\"wp-image-2580\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-69-1024x524.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-69-300x153.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-69-768x393.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-69-1536x785.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-69-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-69.png 2001w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja, hogy \u00f6sszehasonl\u00edtsuk az A sz\u00e1ll\u00edt\u00f3 5 N-os medi\u00e1n erej\u00e9t.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>v\u00e1lassza ki a mennyis\u00e9gi adatokat tartalmaz\u00f3 oszlopot Y-ban.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n\n\n\n<li>A&nbsp;<strong>4. z\u00f3na<\/strong>A szignifikancia eredm\u00e9nye (a jobb oldalon l\u00e1that\u00f3) az al\u00e1bbi k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (A medi\u00e1n \u00e9s az elm\u00e9leti \u00e9rt\u00e9k k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g szignifik\u00e1ns).<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"569\" height=\"564\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-70.png\" alt=\"\" class=\"wp-image-2581\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-70.png 569w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-70-300x297.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-70-150x150.png 150w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-70-12x12.png 12w\" sizes=\"auto, (max-width: 569px) 100vw, 569px\" \/><\/figure>\n<\/div>\n\n\n<p>\ud83d\udcdd: A tartalom a&nbsp;<strong>4. z\u00f3na<\/strong>&nbsp;f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>. A medi\u00e1n \u00e9s az elm\u00e9leti \u00e9rt\u00e9k \u00f6sszehasonl\u00edt\u00e1s\u00e1nak megfelel\u0151 kiv\u00e1laszt\u00e1s\u00e1hoz v\u00e1lassza a nem parametrikus tesztet. l\u00e1sd a k\u00f6vetkez\u0151 \u00e1br\u00e1t.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"845\" height=\"1024\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-71-845x1024.png\" alt=\"\" class=\"wp-image-2582\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-71-845x1024.png 845w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-71-247x300.png 247w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-71-768x931.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-71-1267x1536.png 1267w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-71-1689x2048.png 1689w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-71-10x12.png 10w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-71.png 2000w\" sizes=\"auto, (max-width: 845px) 100vw, 845px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 K\u00e9rj\u00fck, vegye figyelembe, hogy az Ellistat \u00f6sszes medi\u00e1n-\u00f6sszehasonl\u00edt\u00f3 tesztje nem parametrikus teszt, \u00edgy az eredm\u00e9nyek haszn\u00e1lat\u00e1nak nincsenek el\u0151felt\u00e9telei.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 2: K\u00e9t medi\u00e1n \u00f6sszehasonl\u00edt\u00e1sa.<\/h3>\n\n\n\n<p>Az Ellistat 3 tesztet k\u00edn\u00e1l k\u00e9t k\u00fcl\u00f6nb\u00f6z\u0151 medi\u00e1n \u00f6sszehasonl\u00edt\u00e1s\u00e1ra.<\/p>\n\n\n\n<p>\u21d2&nbsp;&nbsp;<strong>Mann Withney teszt :<\/strong>&nbsp;a f\u00fcggetlen adatok \u00f6sszehasonl\u00edt\u00e1sa eset\u00e9n alkalmazva<\/p>\n\n\n\n<p>\u21d2&nbsp;&nbsp;<strong>Jelteszt :<\/strong>&nbsp;p\u00e1ros\u00edtott adatokhoz igaz\u00edtva<\/p>\n\n\n\n<p>\u21d2&nbsp;&nbsp;<strong>Wilcoxon-teszt:<\/strong>&nbsp;p\u00e1ros\u00edtott adatokhoz igaz\u00edtva<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja, hogy \u00f6sszehasonl\u00edtsa az A \u00e9s a B sz\u00e1ll\u00edt\u00f3 er\u0151ss\u00e9g\u00e9nek medi\u00e1nj\u00e1t.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>Ha az adatok 2 k\u00fcl\u00f6nb\u00f6z\u0151 oszlopban vannak, v\u00e1lassza ki az A \u00e9s B oszlopot Y-ban. Ha az adatok egym\u00e1sra vannak halmozva (egy sz\u00e1ll\u00edt\u00f3 oszlop a szil\u00e1rds\u00e1g oszlop mellett), v\u00e1lassza a szil\u00e1rds\u00e1got Y-nak \u00e9s a sz\u00e1ll\u00edt\u00f3t X-nek.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-72-1024x524.png\" alt=\"\" class=\"wp-image-2583\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-72-1024x524.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-72-300x153.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-72-768x393.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-72-1536x785.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-72-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-72.png 2001w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>A&nbsp;<strong>4. z\u00f3na.<\/strong>&nbsp;. a szignifikancia eredm\u00e9nye (a jobb oldalon jelenik meg) a k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (A k\u00e9t A \u00e9s B medi\u00e1n k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g nem szignifik\u00e1ns).<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"568\" height=\"268\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-73.png\" alt=\"\" class=\"wp-image-2584\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-73.png 568w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-73-300x142.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-73-18x8.png 18w\" sizes=\"auto, (max-width: 568px) 100vw, 568px\" \/><\/figure>\n<\/div>\n\n\n<p>\ud83d\udcdd: A tartalom a&nbsp;<strong>4. z\u00f3na<\/strong>&nbsp;f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>. K\u00e9t medi\u00e1n \u00f6sszehasonl\u00edt\u00e1s\u00e1hoz v\u00e1lassza a nem parametrikus tesztet. l\u00e1sd a k\u00f6vetkez\u0151 \u00e1br\u00e1t.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"608\" height=\"529\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-74.png\" alt=\"\" class=\"wp-image-2585\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-74.png 608w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-74-300x261.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-74-14x12.png 14w\" sizes=\"auto, (max-width: 608px) 100vw, 608px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 K\u00e9rj\u00fck, vegye figyelembe, hogy az Ellistat \u00f6sszes medi\u00e1n-\u00f6sszehasonl\u00edt\u00f3 tesztje nem parametrikus teszt. Teh\u00e1t az eredm\u00e9nyek kiakn\u00e1z\u00e1s\u00e1hoz nincs sz\u00fcks\u00e9g el\u0151felt\u00e9telre.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 3: H\u00e1rom vagy t\u00f6bb medi\u00e1n \u00f6sszehasonl\u00edt\u00e1sa .<\/h3>\n\n\n\n<p>Az Ellistat k\u00e9t nem parametrikus tesztet k\u00edn\u00e1l h\u00e1rom vagy t\u00f6bb medi\u00e1n \u00f6sszehasonl\u00edt\u00e1s\u00e1ra.<\/p>\n\n\n\n<p>\u21d2&nbsp;<strong>Kruskal-Walis teszt :<\/strong>&nbsp;f\u00fcggetlen adatokhoz igaz\u00edtva<\/p>\n\n\n\n<p>\u21d2&nbsp;<strong>Friedman-teszt:<\/strong>&nbsp;az egyeztetett adatokhoz igaz\u00edtva<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00cdrja be a p\u00e9lda mennyis\u00e9gi adatait a r\u00e1csba. A vizsg\u00e1lat c\u00e9lja az A, B \u00e9s C sz\u00e1ll\u00edt\u00f3k er\u0151ss\u00e9g\u00e9nek medi\u00e1njainak \u00f6sszehasonl\u00edt\u00e1sa.<\/li>\n\n\n\n<li>Kattintson a \"K\u00f6vetkeztet\u00e9si statisztika\" men\u00fcpontra.<\/li>\n\n\n\n<li>A&nbsp;<strong>1. z\u00f3na<\/strong>V\u00e1lassza ki az A, B \u00e9s C oszlopokat Y-ban, ha az adatok 3 k\u00fcl\u00f6nb\u00f6z\u0151 oszlopban vannak. vagy ha az adatok egym\u00e1sra vannak halmozva (egy sz\u00e1ll\u00edt\u00f3i oszlop az er\u0151ss\u00e9geket tartalmaz\u00f3 oszlop mellett). v\u00e1lassza az er\u0151ss\u00e9get Y-nak \u00e9s a sz\u00e1ll\u00edt\u00f3t X-nek.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>2. z\u00f3na,<\/strong>&nbsp;v\u00e1lassza ki az adatok t\u00edpus\u00e1t. Alap\u00e9rtelmez\u00e9s szerint, ha az oszlop min\u0151s\u00e9gi \u00e9rt\u00e9keket tartalmaz, az Ellistat csak az \"Ar\u00e1ny\" t\u00edpust fogja javasolni, de ha az adatok mennyis\u00e9giak, az Ellistat a k\u00e9t t\u00edpust, az \"ar\u00e1nyt\" \u00e9s a \"n\u00e9pess\u00e9get\" fogja javasolni. \ud83d\udcdd: v\u00e1lassza a \"n\u00e9pess\u00e9g\" lehet\u0151s\u00e9get.<\/li>\n\n\n\n<li>A  oldalon.&nbsp;<strong>3. z\u00f3na<\/strong>a 2. z\u00f3n\u00e1ban kiv\u00e1lasztott grafik\u00e1hoz.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"524\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-75-1024x524.png\" alt=\"\" class=\"wp-image-2586\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-75-1024x524.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-75-300x153.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-75-768x393.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-75-1536x785.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-75-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-75.png 2001w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>A&nbsp;<strong>4. z\u00f3na.<\/strong>&nbsp;. a szignifikancia eredm\u00e9nye (a jobb oldalon jelenik meg) a k\u00fcl\u00f6nb\u00f6z\u0151 statisztik\u00e1kkal egy\u00fctt. (Az A, B \u00e9s C medi\u00e1nok k\u00f6z\u00f6tti k\u00fcl\u00f6nbs\u00e9g akkor szignifik\u00e1ns, ha a P-\u00e9rt\u00e9k kisebb, mint 0,05. Az al\u00e1bbi esetben meg\u00e1llap\u00edthatjuk, hogy a k\u00fcl\u00f6nbs\u00e9g nem szignifik\u00e1ns).<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"496\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-76-1-1024x496.png\" alt=\"\" class=\"wp-image-2589\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-76-1-1024x496.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-76-1-300x145.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-76-1-768x372.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-76-1-1536x743.png 1536w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-76-1-18x9.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-76-1.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p>\ud83d\udcdd: A tartalom a&nbsp;<strong>4. z\u00f3na<\/strong>&nbsp;f\u00fcgg az adatok t\u00edpus\u00e1t\u00f3l, amelyet a&nbsp;<strong>2. z\u00f3na<\/strong>. T\u00f6bb medi\u00e1n \u00f6sszehasonl\u00edt\u00e1s\u00e1hoz v\u00e1lassza a nem parametrikus tesztet. l\u00e1sd a k\u00f6vetkez\u0151 \u00e1br\u00e1t.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"586\" height=\"668\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-77.png\" alt=\"\" class=\"wp-image-2590\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-77.png 586w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-77-263x300.png 263w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-77-11x12.png 11w\" sizes=\"auto, (max-width: 586px) 100vw, 586px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-very-light-gray-background-color has-background\"> \ud83d\udca1 K\u00e9rj\u00fck, vegye figyelembe, hogy az Ellistat \u00f6sszes medi\u00e1n-\u00f6sszehasonl\u00edt\u00f3 tesztje nem parametrikus teszt. Teh\u00e1t az eredm\u00e9nyek kiakn\u00e1z\u00e1s\u00e1hoz nincs sz\u00fcks\u00e9g el\u0151felt\u00e9telre.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">P\u00e9lda 4: P\u00e1ros\u00edtott adatok<\/h3>\n\n\n\n<p>A statisztik\u00e1val \u00f6sszef\u00fcgg\u00e9sben a p\u00e1ros\u00edtott adatok (vagy p\u00e1ros\u00edtott adatok) olyan adathalmazokra utalnak, amelyekben a megfigyel\u00e9seket p\u00e1rban gy\u0171jtik. Minden megfigyel\u00e9si p\u00e1r \u00e1ltal\u00e1ban meghat\u00e1rozott m\u00f3don kapcsol\u00f3dik egym\u00e1shoz, lehet\u0151v\u00e9 t\u00e9ve az egyes p\u00e1rokon bel\u00fcli k\u00e9t \u00e9rt\u00e9k k\u00f6zvetlen \u00f6sszehasonl\u00edt\u00e1s\u00e1t.<\/p>\n\n\n\n<p>P\u00e9lda:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Hasonl\u00edtsa \u00f6ssze a h\u0151kezel\u00e9s el\u0151tti \u00e9s ut\u00e1ni k\u00f6z\u00e9pkem\u00e9nys\u00e9get.<\/li>\n\n\n\n<li>Hasonl\u00edtsa \u00f6ssze a feh\u00e9rv\u00e9rsejtsz\u00e1mot a kezel\u00e9s el\u0151tt, az els\u0151 adag kezel\u00e9s ut\u00e1n \u00e9s a m\u00e1sodik adag kezel\u00e9s ut\u00e1n.<\/li>\n<\/ul>\n\n\n\n<p>P\u00e1ros\u00edtott adatok medi\u00e1njainak \u00f6sszehasonl\u00edt\u00e1sa.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"387\" src=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-78-1024x387.png\" alt=\"\" class=\"wp-image-2591\" srcset=\"https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-78-1024x387.png 1024w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-78-300x113.png 300w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-78-768x290.png 768w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-78-18x7.png 18w, https:\/\/ellistat.com\/wp-content\/uploads\/Untitled-78.png 1495w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p>Az Ellistat 3 megfelel\u0151 tesztet k\u00edn\u00e1l a p\u00e1ros\u00edtott adatok medi\u00e1njainak \u00f6sszehasonl\u00edt\u00e1s\u00e1ra:<\/p>\n\n\n\n<p>\u21d2\u21d2&nbsp;<strong>Jelteszt :<\/strong>&nbsp;alkalmas k\u00e9t medi\u00e1n \u00f6sszehasonl\u00edt\u00e1s\u00e1ra.<\/p>\n\n\n\n<p>\u21d2&nbsp;<strong>Wilcoxon-teszt<\/strong>&nbsp;K\u00e9t medi\u00e1n \u00f6sszehasonl\u00edt\u00e1s\u00e1hoz.<\/p>\n\n\n\n<p>\u21d2&nbsp;<strong>Friedman-teszt:<\/strong>&nbsp;alkalmas 3 vagy t\u00f6bb medi\u00e1n \u00f6sszehasonl\u00edt\u00e1s\u00e1ra<\/p>\n\n\n\n<p class=\"has-very-light-gray-background-color has-background\">\ud83d\udca1 K\u00e9rj\u00fck, vegye figyelembe, hogy az Ellistat \u00f6sszes medi\u00e1n-\u00f6sszehasonl\u00edt\u00f3 tesztje nem parametrikus teszt. Teh\u00e1t az eredm\u00e9nyek kiakn\u00e1z\u00e1s\u00e1hoz nincs sz\u00fcks\u00e9g el\u0151felt\u00e9telre.<\/p>","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":false},"menu-guide-dutilisateur":[23],"class_list":["post-2553","guide-dutilisateur","type-guide-dutilisateur","status-publish","hentry","menu-guide-dutilisateur-5-statistiques-inferentielles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Population - Ellistat<\/title>\n<meta name=\"description\" content=\"Tests param\u00e9triques vs non param\u00e9triques ? Quel test est adapt\u00e9 pour analyser ma population ? 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