{"id":968,"date":"2020-04-02T15:20:07","date_gmt":"2020-04-02T15:20:07","guid":{"rendered":"http:\/\/km.com.hr\/?page_id=968"},"modified":"2026-02-23T21:12:19","modified_gmt":"2026-02-23T21:12:19","slug":"kvantitativne-metode-2","status":"publish","type":"page","link":"https:\/\/km.com.hr\/?page_id=968","title":{"rendered":"Kvantitativne metode"},"content":{"rendered":"\n<p>Predmet u okviru kojeg se u\u010de i usvajaju teorijska i prakti\u010dna znanja o metodama za statisti\u010dko-grafi\u010dku obradu podataka te o primjeni, konstrukciji i validaciji mjernih instrumenata za procjenu kineziolo\u0161kih fenomena.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Osnovni cilj predmeta<\/h2>\n\n\n\n<p>Usvojiti potrebna teorijska i prakti\u010dna znanja o metodama za analizu podataka (osnovne statisti\u010dke metode i multivarijatne metode) te o konstrukciji, primjeni i evaluaciji mjernih instrumenata (kineziometrija) u podru\u010dju kineziologije.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Okvirni sadr\u017eaj predmeta<\/h2>\n\n\n\n<ul><li><strong>Osnovne statisti\u010dke metode<\/strong>: pojam i podjela statisti\u010dkih metoda, osnovni statisti\u010dki pojmovi, postupci za ure\u0111ivanje i prikazivanje podataka, deskriptivni pokazatelji, teoretske distribucije, testiranje normalnosti distribucije, standardizacija podataka, procjena intervala pouzdanosti populacijskih parametara, t-test, univarijatna analiza varijance, korelacija.<\/li><li><strong>Multivarijatne metode<\/strong>: regresijska analiza, faktorske analiza, kanoni\u010dka analiza, diskriminacijska analiza.<\/li><li><strong>Osnove kineziometrije<\/strong>: osnovni kineziometrijski pojmovi, konstrukcija kineziolo\u0161kih mjernih instrumenata, metrijske karakteristike (pouzdanost, valjanost, homogenost, osjetljivost i objektivnost).<\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Ustroj nastave<\/h2>\n\n\n\n<ul><li>predavanja: 45 sati<\/li><li>vje\u017ebe: 45 sati<\/li><li>ukupano nastave: 90 sati<\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>O\u010dekivani ishodi u\u010denja<\/h2>\n\n\n\n<p>Znanja potrebna za:<\/p>\n\n\n\n<ul><li>odabir i primjenu odgovaraju\u0107ih statisti\u010dkih postupaka za opis promatranih pojava (metode deskriptivne statistike);<\/li><li>odabir i primjenu odgovaraju\u0107ih statisti\u010dkih postupaka za testiranje postavljenih hipoteza (metode inferencijalne statistike);<\/li><li>odabir i primjenu odgovaraju\u0107ih statisti\u010dkih postupaka za kondenzaciju i transformaciju podataka;<\/li><li>primjenu, konstrukciju i validaciju mjernih instrumenata za procjenu kineziolo\u0161kih fenomena.<\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Nastavne teme<\/h2>\n\n\n\n<ul><li><a href=\"https:\/\/km.com.hr\/?page_id=739\"><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">Uvod u kvantitativne metode<\/span><\/strong><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=754\"><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">Pojam i podjela statisti\u010dkih metoda i definiranje osnovnih statisti\u010dkih pojmova<\/span><\/strong><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=1694\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Osnovni postupci za ure\u0111ivanje i prikazivanje podataka<\/strong><\/span><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=1731\"><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">Deskriptivni pokazatelji<\/span><\/strong><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=1786\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Teoretske distribucije, Kolmogorov-Smirnov test<\/strong><\/span><\/a> <\/li><li><strong><a href=\"https:\/\/km.com.hr\/?page_id=2010\"><span class=\"has-inline-color has-vivid-cyan-blue-color\">Transformacija podataka<\/span><\/a><\/strong><\/li><li><strong><a href=\"https:\/\/km.com.hr\/?page_id=2133\"><span class=\"has-inline-color has-vivid-cyan-blue-color\">Procjena aritmeti\u010dke sredine populacije<\/span><\/a><\/strong><\/li><li><strong><a href=\"https:\/\/km.com.hr\/?page_id=2165\"><span class=\"has-inline-color has-vivid-cyan-blue-color\">Studentov t \u2013 test<\/span><\/a><\/strong><\/li><li><strong><a href=\"https:\/\/km.com.hr\/?page_id=2187\"><span class=\"has-inline-color has-vivid-cyan-blue-color\">Univarijatna analiza varijance (ANOVA)<\/span><\/a><\/strong><\/li><li><strong><a href=\"https:\/\/km.com.hr\/?page_id=2198\"><span class=\"has-inline-color has-vivid-cyan-blue-color\">Korelacija<\/span><\/a><\/strong><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=2780\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Deskriptivna analiza promjena<\/strong><\/span><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=2791\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Elementi matri\u010dne algebre 1<\/strong><\/span><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=2797\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Elementi matri\u010dne algebre 2<\/strong><\/span><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=2212\"><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">Regresijska analiza<\/span><\/strong><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=2739\"><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">Faktorska analiza<\/span><\/strong><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=2757\"><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">Kanoni\u010dka analiza<\/span><\/strong><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=2814\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Diskriminacijska analiza<\/strong><\/span><\/a><\/li><li>Osnovni kineziometrijski pojmovi<\/li><li>Konstrukcija mjernih instrumenata<\/li><li>Metrijske karakteristike 1. dio<\/li><li>Metrijske karakteristike 2. dio<\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Ispitni rokovi<\/h2>\n\n\n\n<p>Ispitini termini za polaganje pismenog dijela ispita:<\/p>\n\n\n\n<ul><li>15. 12. 2025. 17:00<\/li><li>26. 01. 2026. 9:00<\/li><li>09. 02. 2026. 9:00<\/li><li>16. 03. 2026. 17:00<\/li><li>20. 04. 2026. 17:00<\/li><li>18. 05. 2026. 17:00<\/li><li>08. 06. 2026. 9:00<\/li><li>22. 06. 2026. 9:00<\/li><li>24. 08. 2026. 9:00<\/li><li>07. 09. 2026. 9:00<\/li><\/ul>\n\n\n\n<p>Ispitni termini za usmeni dio ispita objavljuju se dan nakon provedenog pismenog dijela ispita.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Literatura<\/h2>\n\n\n\n<ul><li><a href=\"https:\/\/km.com.hr\/?page_id=1092\"><strong><span class=\"has-inline-color has-vivid-cyan-blue-color\">Dizdar, D. (2006). Kvantitativne metode Zagreb: Kineziolo\u0161ki fakultet.<\/span><\/strong><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/?page_id=1094\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Pedi\u0161i\u0107, \u017d., Dizdar, D. (2010). Priru\u010dnik za kvantitativne metode. Zagreb: Kineziolo\u0161ki fakultet.<\/strong><\/span><\/a><\/li><li><a href=\"https:\/\/km.com.hr\/wp-content\/uploads\/2021\/10\/Kvantitativne-metode-za-RStudio-prirucnik.pdf\"><span class=\"has-inline-color has-vivid-cyan-blue-color\"><strong>Dizdar, D., Katovi\u0107, D. (2021). Kvantitativne metode za RStudio &#8211; priru\u010dnik.<\/strong><\/span><\/a><\/li><li>Viski\u0107-\u0160talec, N. (2010). Statistika i kineziometrija u sportu. Zagreb: Kineziolo\u0161ki fakultet<\/li><li>Petz, B., Kolesari\u0107, V., Ivanec, D. (2012). Petzova statistika. Jastrebarsko: Naklada Slap.<\/li><li>Mejov\u0161ek, M. (2013). Uvod u metode znanstvenog istra\u017eivanja u dru\u0161tvenim i humanisti\u010dkim znanostima. Jastrebarsko: Naklada Slap.<\/li><li>\u0160o\u0161i\u0107, I. (2004). Primijenjena statistika. Zagreb: \u0160kolska knjiga.<\/li><li>Newbold, P., Carlson, W.L., Thorne, B. (2010). Statistika za poslovanje i ekonomiju. Zagreb: MATE.<\/li><\/ul>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<h2>Prezentacije<\/h2>\n\n\n\n<div class=\"wp-block-file\"><object class=\"wp-block-file__embed\" data=\"https:\/\/km.com.hr\/wp-content\/uploads\/2022\/01\/Vjezbe-iz-Kvantitativnih-metoda.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Embed of Vje\u017ebe iz Kvantitativnih metoda.\"><\/object><a href=\"https:\/\/km.com.hr\/wp-content\/uploads\/2022\/01\/Vjezbe-iz-Kvantitativnih-metoda.pdf\">Vje\u017ebe iz Kvantitativnih metoda<\/a><a href=\"https:\/\/km.com.hr\/wp-content\/uploads\/2022\/01\/Vjezbe-iz-Kvantitativnih-metoda.pdf\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n\n\n\n<h2><a href=\"https:\/\/km.com.hr\/?page_id=3217\"><span class=\"has-inline-color has-vivid-cyan-blue-color\">Aplikacija R-STAT<\/span><\/a><\/h2>\n\n\n\n<h2><a href=\"https:\/\/github.com\/dd-km\/DATA\"><span class=\"has-inline-color has-vivid-cyan-blue-color\">Podaci za vje\u017ebu<\/span><\/a><\/h2>\n\n\n\n<p>Datoteke s podacima za statisti\u010dku analizu u .CSV formatu.<\/p>\n\n\n\n<p><a href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSfgiRcEbN4TJYpsnFCekm8xWWvmm6U7D9Q1qm8iJ_w5BbyygQ\/viewform\" data-type=\"URL\" data-id=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSfgiRcEbN4TJYpsnFCekm8xWWvmm6U7D9Q1qm8iJ_w5BbyygQ\/viewform\">Anketa<\/a><\/p>\n\n\n\n<p><\/p>\n<div class=\"pvc_clear\"><\/div><p class=\"pvc_stats all \" data-element-id=\"968\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> &nbsp;16,684&nbsp;total views, &nbsp;4&nbsp;views today<\/p><div class=\"pvc_clear\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Predmet u okviru kojeg se u\u010de i usvajaju teorijska i prakti\u010dna znanja o metodama za statisti\u010dko-grafi\u010dku obradu podataka te o primjeni, konstrukciji i validaciji mjernih instrumenata za procjenu kineziolo\u0161kih fenomena. Osnovni cilj predmeta Usvojiti potrebna teorijska i prakti\u010dna znanja o metodama za analizu podataka (osnovne statisti\u010dke metode i multivarijatne metode) [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p class=\"pvc_stats all \" data-element-id=\"968\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> &nbsp;16,684&nbsp;total views, &nbsp;4&nbsp;views today<\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":1,"featured_media":1016,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/km.com.hr\/index.php?rest_route=\/wp\/v2\/pages\/968"}],"collection":[{"href":"https:\/\/km.com.hr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/km.com.hr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/km.com.hr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/km.com.hr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=968"}],"version-history":[{"count":166,"href":"https:\/\/km.com.hr\/index.php?rest_route=\/wp\/v2\/pages\/968\/revisions"}],"predecessor-version":[{"id":3380,"href":"https:\/\/km.com.hr\/index.php?rest_route=\/wp\/v2\/pages\/968\/revisions\/3380"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/km.com.hr\/index.php?rest_route=\/wp\/v2\/media\/1016"}],"wp:attachment":[{"href":"https:\/\/km.com.hr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=968"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}