{"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\/lv\/pec-hoc-analize\/","title":{"rendered":"Post Hoc anal\u012bze: Process un testu veidi"},"content":{"rendered":"<p>Jebkur\u0101 p\u0113tniec\u012bbas projekt\u0101 tiek ieg\u016bti daudzi dati, no kuriem da\u017ei ir v\u0113rt\u012bgi, bet da\u017ei nav. Ja p\u0113t\u012bjum\u0101 atrodat kaut ko jaunu, negaid\u012btu vai mulsino\u0161u, tas var \u0101tri vien k\u013c\u016bt p\u0101r\u0146emo\u0161s. <\/p>\n\n\n\n<p>Da\u017ereiz, kad esat spiests iev\u0113rot termi\u0146u, varat novirz\u012bties no pareiz\u0101 ce\u013ca. Izvairieties uztraukties par \u0161iem neparedz\u0113tajiem rezult\u0101tiem, kad j\u016bsu pa\u0161reiz\u0113jais p\u0113t\u012bjums ir pabeigts, izsl\u0113dzot tos no izskat\u012b\u0161anas.<\/p>\n\n\n\n<p>Veicot post-hoc anal\u012bzi, j\u016bs neanaliz\u0113jat katru nejau\u0161u eksperimenta rezult\u0101tu. Ir svar\u012bgi mekl\u0113t likumsakar\u012bbas, ja nov\u0113rojat kaut ko t\u0101du, kas prasa r\u016bp\u012bg\u0101ku izp\u0113ti un turpm\u0101ku izp\u0113ti, lai pal\u012bdz\u0113tu lab\u0101k izprast koncepciju. <\/p>\n\n\n\n<p>P\u0113c post-hoc anal\u012bzes var ieg\u016bt papildu inform\u0101ciju un padzi\u013cin\u0101ti iedzi\u013cin\u0101ties sav\u0101 priek\u0161metu b\u0101z\u0113. Apl\u016bkosim post hoc anal\u012bzi s\u012bk\u0101k.<\/p>\n\n\n\n<h2><strong>Post-hoc anal\u012bze: kas t\u0101 ir?<\/strong><\/h2>\n\n\n\n<p>Lat\u012b\u0146u valod\u0101 post hoc noz\u012bm\u0113 \"p\u0113c tam\", t. i., analiz\u0113t eksperiment\u0101los datus p\u0113c tam. <\/p>\n\n\n\n<p>Post-hoc anal\u012bzes m\u0113r\u0137is ir atrast likumsakar\u012bbas p\u0113c tam, kad p\u0113t\u012bjums ir pabeigts, un atkl\u0101t rezult\u0101tus, kas nebija prim\u0101rais m\u0113r\u0137is. T\u0101d\u0113j\u0101di visas anal\u012bzes, kas veiktas p\u0113c eksperimenta pabeig\u0161anas un nav iepriek\u0161 pl\u0101notas, tiek uzskat\u012btas par post-hoc anal\u012bz\u0113m. <\/p>\n\n\n\n<p>Jau sav\u0101ktie dati tiek izmantoti post-hoc p\u0113t\u012bjum\u0101. P\u0113tnieki analiz\u0113 \u0161os datus, lai izstr\u0101d\u0101tu jaunus m\u0113r\u0137us, kas nebija paredz\u0113ti eksperimenta pl\u0101n\u0101. T\u0101p\u0113c post hoc p\u0113t\u012bjumus var veikt ar apkopotiem datiem no iepriek\u0161\u0113jiem izm\u0113\u0123in\u0101jumiem.&nbsp;<\/p>\n\n\n\n<p>Post-hoc anal\u012b\u017eu veik\u0161anas process bie\u017ei vien ir laikietilp\u012bgs, ta\u010du tam ir vair\u0101kas priek\u0161roc\u012bbas. Lai atkl\u0101tu v\u0113rt\u012bgu inform\u0101ciju, iev\u0113rojiet sapr\u0101t\u012bgu piesardz\u012bbu un nep\u0101rv\u0113rt\u0113jiet negaid\u012btos rezult\u0101tus. Tas var liecin\u0101t par kaut ko noz\u012bm\u012bgu, pat ja tas ir nejau\u0161s gad\u012bjums.<\/p>\n\n\n\n<p>Post hoc anal\u012bze ir noder\u012bga, p\u0113tot k\u013c\u016bdu \u012bpatsvaru, nov\u0113rt\u0113jot hipot\u0113\u017eu noz\u012bm\u012bgumu vai nosakot, vai t\u0101s ir statistiski noz\u012bm\u012bgas. <\/p>\n\n\n\n<p>Vair\u0101ku izm\u0113\u0123in\u0101jumu veik\u0161ana vai novirz\u012b\u0161an\u0101s no galven\u0101s izp\u0113tes l\u012bnijas palielina k\u013c\u016bdu un viltus pozit\u012bvu rezult\u0101tu risku. \u0160aj\u0101 gad\u012bjum\u0101 b\u016btiska noz\u012bme ir post hoc p\u0113t\u012bjumiem. K\u0101 tie\u0161i tas darbojas?&nbsp;<\/p>\n\n\n\n<h2><strong>Post-hoc anal\u012bze: k\u0101 t\u0101 darbojas?<\/strong><\/h2>\n\n\n\n<p>No datiem joproj\u0101m ir iesp\u0113jams ieg\u016bt v\u0113rt\u012bgas atzi\u0146as, pat ja galvenais m\u0113r\u0137is nav sasniegts. Iesp\u0113jams, z\u0101\u013cu blakusefektus un datus par tiem. Vai ar\u012b jebkuras citas l\u012bdz\u012bgas z\u0101les ar\u012b var\u0113tu b\u016bt v\u0113rts p\u0101rbaud\u012bt. <\/p>\n\n\n\n<p>Post-hoc anal\u012bzes m\u0113r\u0137is ir atbild\u0113t uz jaut\u0101jumiem p\u0113c tam, kad p\u0113t\u012bjums ir pabeigts, un \u0161is m\u0113r\u0137is p\u0113t\u012bjum\u0101 nav nor\u0101d\u012bts.<\/p>\n\n\n\n<p>Lai noteiktu, no k\u0101 rad\u0101s at\u0161\u0137ir\u012bbas, p\u0113c statistiski noz\u012bm\u012bga rezult\u0101ta konstat\u0113\u0161anas tiek izmantots post hoc tests. Post-hoc testus var izmantot, lai nov\u0113rt\u0113tu at\u0161\u0137ir\u012bbas starp vair\u0101k\u0101m grup\u0101m, vienlaikus izvairoties no eksperimenta k\u013c\u016bd\u0101m. Ir formul\u0113ti vair\u0101ki post hoc testi, un liel\u0101k\u0101 da\u013ca no tiem dod l\u012bdz\u012bgus rezult\u0101tus.&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>Past\u0101v da\u017e\u0101di post hoc testu veidi<\/strong><\/h2>\n\n\n\n<p>Jebkur\u0101 p\u0113t\u012bjum\u0101 vai kl\u012bnisk\u0101 izm\u0113\u0123in\u0101jum\u0101 sav\u0101ktos datus var analiz\u0113t, lai atkl\u0101tu likumsakar\u012bbas un da\u017e\u0101dus faktorus. Visbie\u017e\u0101k izmantotie post hoc testi ir \u0161\u0101di:<\/p>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Bonferroni proced\u016bra:<\/strong> Izmantojot \u0161o post hoc daudzk\u0101rt\u0113jas sal\u012bdzin\u0101\u0161anas korekciju, ir iesp\u0113jams veikt vair\u0101kus statistiskos testus vienlaic\u012bgi.<\/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>Dunkana jaunais vair\u0101ku diapazonu tests (MRT):&nbsp; <\/strong><\/strong>Dunkana vair\u0101ku diapazonu tests noteiks vid\u0113jo v\u0113rt\u012bbu p\u0101rus (no vismaz trim), kas at\u0161\u0137iras.&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>Dunna daudzk\u0101rt\u0113j\u0101s sal\u012bdzin\u0101\u0161anas tests: <\/strong>T\u0101 ir post hoc anal\u012bze, ko veic p\u0113c ANOVA, neparametrisks tests, kur\u0101 netiek pie\u0146emts, ka dati atbilst noteiktam sadal\u012bjumam.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Fi\u0161era maz\u0101k\u0101 noz\u012bm\u012bg\u0101 at\u0161\u0137ir\u012bba (LSD): <\/strong>Nosaka, vai divi vid\u0113jie lielumi statistiski at\u0161\u0137iras.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Holm-Bonferroni proced\u016bra: <\/strong>Holm sec\u012bgais Bonferroni tests padara daudzk\u0101rt\u0113jus sal\u012bdzin\u0101jumus maz\u0101k stingrus.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li>Izmantojot Newman-Keuls metodi, var identific\u0113t paraugus, kuru vid\u0113jie lielumi at\u0161\u0137iras viens no otra. \u0145\u016bmena-Keulss sal\u012bdzina vid\u0113jo v\u0113rt\u012bbu p\u0101rus, izmantojot da\u017e\u0101das kritisk\u0101s v\u0113rt\u012bbas. Rezult\u0101t\u0101 ir liel\u0101ka iesp\u0113ja atrast b\u016btiskas at\u0161\u0137ir\u012bbas.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Rod\u017eera metode: <\/strong>\u0160o statistisko metodi izmanto, lai p\u0113c \"daudzfaktoru\" anal\u012bzes post hoc nov\u0113rt\u0113tu p\u0113t\u012bjuma datus.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>\u0160ef\u0113 metode:<\/strong> P\u0113c \u0160eifa metodes testa statistiku kori\u0123\u0113 at\u0161\u0137ir\u012bgi atkar\u012bb\u0101 no veikto sal\u012bdzin\u0101jumu skaita.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Tukija tests: <\/strong>Tuk\u012b tests nosaka, vai j\u016bsu izlas\u0113 ir grupas, kas at\u0161\u0137iras viena no otras. Katru vid\u0113jo lielumu sal\u012bdzina ar visu p\u0101r\u0113jo grupu vid\u0113jiem lielumiem, izmantojot \"god\u012bgo b\u016btisko at\u0161\u0137ir\u012bbu\", kas par\u0101da, cik \u013coti grupas ir at\u0161\u0137ir\u012bgas.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Dunnett labojums: <\/strong>\u0160is post hoc tests sal\u012bdzina vid\u0113jos lielumus. At\u0161\u0137ir\u012bb\u0101 no Tukija testa tas sal\u012bdzina katru vid\u0113jo r\u0101d\u012bt\u0101ju ar kontroles vid\u0113jo r\u0101d\u012bt\u0101ju.<\/li>\n<\/ul>\n\n\n\n<ul class=\"has-white-color has-text-color has-background\" style=\"background-color:#dc1866\">\n<li><strong>Benjamini-Hochberga (BH) proced\u016bra: <\/strong>Noz\u012bm\u012bgs rezult\u0101ts tiks ieg\u016bts tikai nejau\u0161i, ja veiksiet vair\u0101kus testus. Viltus atkl\u0101\u0161anas koeficients tiek \u0146emts v\u0113r\u0101 ar \u0161o post hoc testu.<\/li>\n<\/ul>\n\n\n\n<h2><strong>Nekas nevar p\u0101rsp\u0113t nevainojamu vizu\u0101lo darbu, kas sniedz sare\u017e\u0123\u012btu v\u0113st\u012bjumu.<\/strong><\/h2>\n\n\n\n<p>J\u0101, tie\u0161i t\u0101, ar vizu\u0101lo materi\u0101lu pal\u012bdz\u012bbu ir daudz viegl\u0101k izprast sare\u017e\u0123\u012bt\u0101kos j\u0113dzienus. Vizualiz\u0101ciju laikmet\u0101 nav br\u012bnums, ka, iesp\u0113jams, grafikas efektivit\u0101tes d\u0113\u013c kvantu fiziku var saprast daudz vienk\u0101r\u0161\u0101k.<\/p>\n\n\n\n<p>Vai v\u0113laties uzzin\u0101t, k\u0101 s\u0101kt? K\u0101p\u0113c j\u0101uztraucas, ja jums ir pr\u0101ta grafiks rokas stiepiena att\u0101lum\u0101! Kop\u0101 ar mums varat izv\u0113l\u0113ties no vair\u0101k nek\u0101 t\u016bksto\u0161 ilustr\u0101cij\u0101m m\u016bsu galerij\u0101 un veidot plak\u0101tus, izmantojot m\u016bsu izstr\u0101d\u0101to viedo plak\u0101tu veidot\u0101ju. Izmantojiet m\u016bsu talant\u012bg\u0101s komandas zin\u0101\u0161anas un sa\u0146emiet to, kas piel\u0101gota j\u016bsu vajadz\u012bb\u0101m. Lai ieg\u016btu vair\u0101k inform\u0101cijas, apmekl\u0113jiet m\u016bsu <a href=\"https:\/\/mindthegraph.com\/\">t\u012bmek\u013ca vietne<\/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=\"M\u0101c\u012bbu pam\u0101c\u012bba | Grafisk\u0101s abstrakcijas izveide Mind the Graph sist\u0113m\u0101\" 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>Izpratne par post-hoc anal\u012bzi un to, k\u0101 atrast v\u0113rt\u012bgus datus un mode\u013cus p\u0113c p\u0113t\u012bjuma pabeig\u0161anas.<\/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\/lv\/pec-hoc-analize\/\" \/>\n<meta property=\"og:locale\" content=\"lv_LV\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Post Hoc Analysis: Process and types of 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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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