{"id":6745,"date":"2017-03-22T00:12:35","date_gmt":"2017-03-22T03:12:35","guid":{"rendered":"https:\/\/blog.mindthegraph.com\/?p=6745"},"modified":"2022-10-18T08:10:39","modified_gmt":"2022-10-18T11:10:39","slug":"understand-statistics","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/fi\/understand-statistics\/","title":{"rendered":"Onko sinulla vaikeuksia ymm\u00e4rt\u00e4\u00e4 tilastoja?"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Kuinka moni meist\u00e4 voi sanoa ymm\u00e4rt\u00e4v\u00e4ns\u00e4 tilastoja? Saatat tiet\u00e4\u00e4 hieman jostakin analyysist\u00e4, jonka olet tehnyt tutkimusta varten tai josta olet kuullut seminaarissa. Kuitenkin aina, kun tutkimuksessa vaaditaan meit\u00e4 ymm\u00e4rt\u00e4m\u00e4\u00e4n tilastoja, joita emme tunne, tulemme ep\u00e4varmoiksi t\u00e4m\u00e4n aiheen suhteen.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Melkein kaikki tieteenalat kamppailevat tilastojen kanssa. N\u00e4in ollen on loistava tilaisuus saada loistava ajatus, joka v\u00e4hent\u00e4\u00e4 t\u00e4t\u00e4 kamppailua ja muuttaa asioiden toimintaa.<\/span><\/p>\n<div style=\"width: 596px;\" class=\"wp-video\"><!--[if lt IE 9]><script>document.createElement('video');<\/script><![endif]-->\n<video class=\"wp-video-shortcode\" id=\"video-6745-1\" width=\"596\" height=\"312\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/webm\" src=\"https:\/\/blog.mindthegraph.com\/wp-content\/uploads\/2017\/03\/3068795-inline-1g-a-visual-guide-to-statistics.webm?_=1\" \/><a href=\"https:\/\/blog.mindthegraph.com\/wp-content\/uploads\/2017\/03\/3068795-inline-1g-a-visual-guide-to-statistics.webm\">https:\/\/blog.mindthegraph.com\/wp-content\/uploads\/2017\/03\/3068795-inline-1g-a-visual-guide-to-statistics.webm<\/a><\/video><\/div>\n<div style=\"width: 640px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-6745-2\" width=\"640\" height=\"360\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/webm\" src=\"https:\/\/assets.fastcompany.com\/image\/upload\/w_596,q_auto,f_auto,fl_lossy\/fc\/3068795-inline-2g-a-visual-guide-to-statistics.webm?_=2\" \/><a href=\"https:\/\/assets.fastcompany.com\/image\/upload\/w_596,q_auto,f_auto,fl_lossy\/fc\/3068795-inline-2g-a-visual-guide-to-statistics.webm\">https:\/\/assets.fastcompany.com\/image\/upload\/w_596,q_auto,f_auto,fl_lossy\/fc\/3068795-inline-2g-a-visual-guide-to-statistics.webm<\/a><\/video><\/div>\n<div style=\"width: 640px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-6745-3\" width=\"640\" height=\"360\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/webm\" src=\"https:\/\/assets.fastcompany.com\/image\/upload\/w_596,q_auto,f_auto,fl_lossy\/fc\/3068795-inline-4g-a-visual-guide-to-statistics.webm?_=3\" \/><a href=\"https:\/\/assets.fastcompany.com\/image\/upload\/w_596,q_auto,f_auto,fl_lossy\/fc\/3068795-inline-4g-a-visual-guide-to-statistics.webm\">https:\/\/assets.fastcompany.com\/image\/upload\/w_596,q_auto,f_auto,fl_lossy\/fc\/3068795-inline-4g-a-visual-guide-to-statistics.webm<\/a><\/video><\/div>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Juuri n\u00e4in ajatteli Daniel Kunin Brownin yliopistosta. H\u00e4n loi verkkosivuston, jossa h\u00e4n selitt\u00e4\u00e4 monia analyysityyppej\u00e4 ja auttaa kaikkia, jotka haluavat ymm\u00e4rt\u00e4\u00e4 tilastoja. Hankkeen nimi on <a href=\"http:\/\/students.brown.edu\/seeing-theory\/index.html\">\"N\u00e4kemisen teoria\"<\/a> - Eik\u00f6 olekin hyvin luovaa?<\/span><\/p>\n<blockquote><p><span style=\"font-weight: 400;\">\"Kun tilastoja opiskelevien opiskelijoiden m\u00e4\u00e4r\u00e4 ja taustat kasvavat, uskon, ett\u00e4 my\u00f6s tilastojen pedagogiikan on mukauduttava, ja monet opiskelijat ottavat tilastoja, joilla on v\u00e4hemm\u00e4n matemaattista lukutaitoa, mutta joiden on otettava ne muiden tieteenalojen vuoksi. Visuaalinen l\u00e4hestymistapa voisi olla linkki n\u00e4ille opiskelijoille.\" <a href=\"http:\/\/daniel-kunin.com\/\">Daniel Kunin<\/a><\/span><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\"><a href=\"http:\/\/students.brown.edu\/seeing-theory\/index.html\">\"N\u00e4kemisen teoria\"<\/a> Sivuston avulla ihmiset voivat my\u00f6s olla vuorovaikutuksessa analyysityyppien kanssa ja edist\u00e4\u00e4 n\u00e4in ymm\u00e4rryst\u00e4. Hankkeeseen on jo saatu paljon palautetta, jotta l\u00e4hestymistapa olisi entist\u00e4kin helpommin ymm\u00e4rrett\u00e4viss\u00e4.<\/span><\/p>\n<blockquote><p><span style=\"font-weight: 400;\">\"Kuninin vuorovaikutteinen online-resurssi on nimelt\u00e4\u00e4n <\/span><span style=\"font-weight: 400;\">N\u00e4kemisen teoria<\/span><span style=\"font-weight: 400;\">, ja verkkosivustolla on viisi tilastotieteen osa-aluetta, kuten perus- ja yhdistelm\u00e4todenn\u00e4k\u00f6isyys, jakaumat, tilastollinen p\u00e4\u00e4ttely ja lineaariset regressiot. Kukin n\u00e4ist\u00e4 aihealueista on jaoteltu kolmen interaktiivisen kuvaajan sarjaan, jotka havainnollistavat k\u00e4sitteit\u00e4 ja antavat k\u00e4ytt\u00e4jien leikki\u00e4 datalla.\" <a href=\"https:\/\/www.fastcodesign.com\/3068795\/a-visual-guide-to-statistics\">FastCoDesign<\/a><\/span><\/p><\/blockquote>\n<p><span style=\"font-weight: 400;\">Tarvitsetko viel\u00e4 lis\u00e4\u00e4 perusteluja siit\u00e4, miten visuaalinen tieto parantaa tiedeviestint\u00e4\u00e4?<\/span><\/p>\n<p>Tutustu n\u00e4ihin viesteihin:<\/p>\n<ul>\n<li><a href=\"https:\/\/blog.mindthegraph.com\/publishing-papers\/\">Julkaiseminen Mind the Graph:n kanssa<\/a><\/li>\n<li><a href=\"https:\/\/blog.mindthegraph.com\/visual-abstracts-now\/\">Tee visuaaliset abstraktit Annals of Surgery -lehteen!<\/a><\/li>\n<li><a href=\"https:\/\/blog.mindthegraph.com\/get-visibility\/\">Hanki n\u00e4kyvyytt\u00e4 tutkimuksellesi kanssamme!<\/a><\/li>\n<\/ul>\n<p><a href=\"https:\/\/mindthegraph.com\/\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-5739\" src=\"https:\/\/blog.mindthegraph.com\/wp-content\/uploads\/2016\/03\/untitled-creation63724-2.png\" alt=\"Onko sinulla vaikeuksia ymm\u00e4rt\u00e4\u00e4 tilastoja?\" width=\"295\" height=\"118\" srcset=\"https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2016\/03\/untitled-creation63724-2.png 1500w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2016\/03\/untitled-creation63724-2-300x120.png 300w, https:\/\/mindthegraph.com\/blog\/wp-content\/uploads\/2016\/03\/untitled-creation63724-2-1024x410.png 1024w\" sizes=\"(max-width: 295px) 100vw, 295px\" \/><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Kuinka moni meist\u00e4 voi sanoa ymm\u00e4rt\u00e4v\u00e4ns\u00e4 tilastoja? Saatat tiet\u00e4\u00e4 hieman jostakin analyysist\u00e4, jonka olet tehnyt tutkimusta varten tai josta olet kuullut seminaarissa. Kuitenkin aina, kun tutkimuksessa vaaditaan meit\u00e4 ymm\u00e4rt\u00e4m\u00e4\u00e4n tilastoja, joita emme tunne, tulemme ep\u00e4varmoiksi t\u00e4m\u00e4n aiheen suhteen. Melko lailla kaikilla tieteenaloilla kamppaillaan [...]<\/p>","protected":false},"author":4,"featured_media":6750,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"image","meta":[],"categories":[40],"tags":[554],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Having trouble to understand statistics? - Mind the Graph Blog<\/title>\n<meta name=\"description\" content=\"How many of us can say that understand statistics? 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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. Connect with him on LinkedIn - Fabricio Pamplona.","sameAs":["http:\/\/mindthegraph.com","https:\/\/www.linkedin.com\/in\/fabriciopamplona"],"url":"https:\/\/mindthegraph.com\/blog\/fi\/author\/fabricio\/"}]}},"_links":{"self":[{"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/posts\/6745"}],"collection":[{"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/comments?post=6745"}],"version-history":[{"count":8,"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/posts\/6745\/revisions"}],"predecessor-version":[{"id":6755,"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/posts\/6745\/revisions\/6755"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/media\/6750"}],"wp:attachment":[{"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/media?parent=6745"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/categories?post=6745"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mindthegraph.com\/blog\/fi\/wp-json\/wp\/v2\/tags?post=6745"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}