{"id":16120,"date":"2022-07-28T06:59:20","date_gmt":"2022-07-28T09:59:20","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/?p=16120"},"modified":"2024-12-05T16:09:24","modified_gmt":"2024-12-05T19:09:24","slug":"post-hoc-analysis","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/sl\/post-hoc-analiza\/","title":{"rendered":"Post Hoc analiza: Postopek in vrste testov"},"content":{"rendered":"<p>Vsak raziskovalni projekt vsebuje veliko podatkov, od katerih so nekateri dragoceni, drugi pa ne. \u010ce v raziskavi najdete kaj novega, nepri\u010dakovanega ali zmedenega, lahko hitro postanete preobremenjeni. <\/p>\n\n\n\n<p>V\u010dasih se vam lahko zgodi, da pod pritiskom zaradi roka za oddajo dela zaidete iz za\u010drtane poti. Izognite se skrbi zaradi teh nenamernih rezultatov, ko bo va\u0161a trenutna raziskava kon\u010dana, tako da jih izklju\u010dite iz obravnave.<\/p>\n\n\n\n<p>Pri naknadni analizi ne analizirate vsakega naklju\u010dnega izida poskusa. Pomembno je, da i\u0161\u010dete vzorce, ko opazite nekaj, kar zahteva podroben pregled in nadaljnje preu\u010devanje, da bi bolje razumeli koncept. <\/p>\n\n\n\n<p>Z naknadno analizo lahko pridobite dodatne informacije in se poglobite v svojo tematsko bazo. Podrobneje si oglejmo post hoc analizo.<\/p>\n\n\n\n<h2><strong>Post-hoc analiza: kaj je to?<\/strong><\/h2>\n\n\n\n<p>V latin\u0161\u010dini post hoc pomeni \"po tem\", tj. naknadno analiziranje eksperimentalnih podatkov. <\/p>\n\n\n\n<p>Namen naknadne analize je po kon\u010dani \u0161tudiji poiskati vzorce in ugotoviti rezultate, ki niso bili primarni cilj. Tako se vse analize, ki so bile izvedene po zaklju\u010dku poskusa in niso bile vnaprej na\u010drtovane, \u0161tejejo za post-hoc analize. <\/p>\n\n\n\n<p>Podatki, ki so bili \u017ee zbrani, se uporabijo v naknadni \u0161tudiji. Raziskovalci analizirajo te podatke, da bi razvili nove namene, ki niso bili v na\u010drtu poskusa. Post hoc \u0161tudije se torej lahko izvajajo na zbranih podatkih iz prej\u0161njih poskusov.&nbsp;<\/p>\n\n\n\n<p>Postopek izvajanja naknadnih analiz je pogosto \u010dasovno preobremenjen, vendar ima \u0161tevilne prednosti. \u010ce \u017eelite odkriti dragocene informacije, uporabite razumno mero previdnosti in ne precenjujte nepri\u010dakovanih rezultatov. To je lahko znak ne\u010desa pomembnega, tudi \u010de gre za naklju\u010den pojav.<\/p>\n\n\n\n<p>Post hoc analize so uporabne pri raziskovanju stopnje napak, ocenjevanju pomembnosti hipotez ali ugotavljanju, ali so statisti\u010dno pomembne. <\/p>\n\n\n\n<p>\u010ce izvajate ve\u010d poskusov ali se oddaljite od glavne smeri raziskave, se pove\u010da tveganje napak in la\u017eno pozitivnih rezultatov. Tu ima post hoc klju\u010dno vlogo. Kako to\u010dno deluje?&nbsp;<\/p>\n\n\n\n<h2><strong>Post-hoc analiza: kako deluje?<\/strong><\/h2>\n\n\n\n<p>Iz podatkov je \u0161e vedno mogo\u010de pridobiti dragocene vpoglede, tudi \u010de primarni cilj ni dose\u017een. Morda so to u\u010dinki zdravila po uporabi in podatki o njih. Lahko pa bi bilo vredno preizkusiti tudi katero koli drugo podobno zdravilo. <\/p>\n\n\n\n<p>Namen naknadne analize je odgovoriti na vpra\u0161anja po zaklju\u010dku \u0161tudije, kar je cilj, ki v \u0161tudiji ni bil naveden.<\/p>\n\n\n\n<p>Da bi ugotovili, od kod izvirajo razlike, se po ugotovitvi statisti\u010dno pomembnega rezultata uporabi post hoc test. Post hoc testi se lahko uporabljajo za ocenjevanje razlik med ve\u010d skupinami, pri \u010demer se izognemo napakam pri eksperimentiranju. Oblikovanih je bilo ve\u010d post hoc testov in ve\u010dina jih daje podobne rezultate.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/researcher.life\/all-access-pricing?utm_source=mtg&amp;utm_campaign=all-access-promotion&amp;utm_medium=blog\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"410\" src=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-1024x410.png\" alt=\"\" class=\"wp-image-55426\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-1024x410.png 1024w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-300x120.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-768x307.png 768w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-1536x615.png 1536w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-2048x820.png 2048w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-18x7.png 18w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2024\/08\/Banner2-100x40.png 100w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<h2><strong>Obstajajo razli\u010dne vrste post hoc testov<\/strong><\/h2>\n\n\n\n<p>Podatke, zbrane med katero koli raziskavo ali klini\u010dnim presku\u0161anjem, je mogo\u010de analizirati, da bi odkrili vzorce in razli\u010dne dejavnike. Najpogostej\u0161i post hoc testi so:<\/p>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Bonferronijev postopek:<\/strong> S tem naknadnim popravkom za ve\u010dkratno primerjavo je mogo\u010de opraviti ve\u010d statisti\u010dnih testov hkrati.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong><strong>Duncanov novi test ve\u010dpredstavnostnega razpona (MRT):&nbsp; <\/strong><\/strong>Z Duncanovim testom ve\u010d razponov boste ugotovili, kateri pari srednjih vrednosti (od vsaj treh) se razlikujejo.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Dunnov test ve\u010dkratne primerjave: <\/strong>To je post hoc analiza, ki se izvede po ANOVA, neparametri\u010dnem testu, ki ne predpostavlja, da podatki sledijo dolo\u010deni porazdelitvi.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Fisherjeva najmanj\u0161a pomembna razlika (LSD): <\/strong>Ugotavlja, ali sta dve srednji vrednosti statisti\u010dno razli\u010dni.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Postopek Holm-Bonferroni: <\/strong>Holmov zaporedni Bonferronijev test omogo\u010da manj stroge ve\u010dkratne primerjave.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li>S pomo\u010djo Newman-Keulsa lahko prepoznamo vzorce, ki se med seboj razlikujejo po srednji vrednosti. Newman-Keuls primerja pare srednjih vrednosti z uporabo razli\u010dnih kriti\u010dnih vrednosti. Zato je ve\u010dja verjetnost, da bodo ugotovljene pomembne razlike.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Rodgerjeva metoda: <\/strong>Ta statisti\u010dna metoda se uporablja za naknadno vrednotenje raziskovalnih podatkov po \"multivariatni\" analizi.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Scheff\u00e9jeva metoda:<\/strong> Pri Scheffejevi metodi se testna statistika razli\u010dno prilagodi glede na \u0161tevilo opravljenih primerjav.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Tukeyjev test: <\/strong>S Tukeyjevim testom ugotovite, ali va\u0161 vzorec sestavljajo skupine, ki se med seboj razlikujejo. Vsako povpre\u010dje se primerja s povpre\u010djem vseh drugih skupin z uporabo \"po\u0161tene signifikantne razlike\", ki izra\u017ea, kako dale\u010d so skupine med seboj.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Dunnettov popravek: <\/strong>Ta post hoc test primerja povpre\u010dja. V nasprotju s Tukeyjevim testom primerja vsako povpre\u010dje s kontrolnim povpre\u010djem.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Postopek Benjamini-Hochberg (BH): <\/strong>Pomemben rezultat se bo pojavil le po naklju\u010dju, \u010de boste izvedli \u0161tevilne teste. Stopnja la\u017enega odkritja je upo\u0161tevana s tem post hoc testom.<\/li>\n<\/ul>\n\n\n\n<h2><strong>Ni\u010d ne preka\u0161a brezhibnega vizualnega dela, ki posreduje zapleteno sporo\u010dilo.<\/strong><\/h2>\n\n\n\n<p>Da, prav je tako, s pomo\u010djo vizualnih prikazov je veliko la\u017eje predstaviti najte\u017eje koncepte. V dobi vizualnih prikazov ni \u010dudno, da lahko kvantno fiziko zaradi u\u010dinkovitosti grafike verjetno razumete na veliko bolj preprost na\u010din.<\/p>\n\n\n\n<p>Se spra\u0161ujete, kako za\u010deti? Zakaj bi skrbeli, \u010de imate na dosegu roke graf! Pri nas lahko izbirate med ve\u010d kot tiso\u010d ilustracijami v na\u0161i galeriji in izdelujete plakate s pomo\u010djo pametnega programa za izdelavo plakatov, ki smo ga razvili za vas. Izkoristite strokovno znanje na\u0161e nadarjene ekipe in ga prilagodite svojim potrebam. Za ve\u010d informacij obi\u0161\u010dite na\u0161o <a href=\"https:\/\/mindthegraph.com\/\">spletna stran<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Tutorial | Ustvarjanje grafi\u010dnega izvle\u010dka na Mind the Graph\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/r_aczJuec7Y?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Razumite, kaj je post-hoc analiza in kako po kon\u010dani \u0161tudiji najti dragocene podatke in vzorce.<\/p>","protected":false},"author":4,"featured_media":16133,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[38],"tags":[872,873,554,962],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Post Hoc Analysis: Process and types of tests<\/title>\n<meta name=\"description\" content=\"Understand what is post-hoc analysis and how to find valuable data and patterns after the study has been completed.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/sl\/post-hoc-analiza\/\" \/>\n<meta property=\"og:locale\" content=\"sl_SI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Post Hoc Analysis: Process and types of tests\" \/>\n<meta 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He has a Ph.D. and solid scientific background in Psychopharmacology and experience as a Guest Researcher at the Max Planck Institute of Psychiatry (Germany) and Researcher in D'Or Institute for Research and Education (IDOR, Brazil). Fabricio holds over 2500 citations in Google Scholar. He has 10 years of experience in small innovative businesses, with relevant experience in product design and innovation management. 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