Bu ifadeyi daha iyi anlamak i\u00e7in a\u015fa\u011f\u0131daki somut \u00f6rnekleri inceleyin.<\/span><\/p>\n Her y\u0131l Amerika Birle\u015fik Devletleri’ndeki ayl\u0131k dondurma sat\u0131\u015flar\u0131 ve ayl\u0131k k\u00f6pekbal\u0131\u011f\u0131 sald\u0131r\u0131lar\u0131 hakk\u0131nda veri toplasayd\u0131k, iki de\u011fi\u015fkenin olduk\u00e7a ili\u015fkili oldu\u011funu g\u00f6r\u00fcrd\u00fck.<\/span> <\/p>\n Bu, dondurma yemenin k\u00f6pekbal\u0131\u011f\u0131 sald\u0131r\u0131lar\u0131na neden oldu\u011fu anlam\u0131na m\u0131 geliyor?<\/span><\/p>\n Yeterli de\u011fil. Bunun en olas\u0131 a\u00e7\u0131klamas\u0131, d\u0131\u015far\u0131s\u0131 daha s\u0131cak oldu\u011funda daha fazla insan\u0131n dondurma t\u00fcketmesi ve okyanusta y\u00fczmesidir; bu da bu iki de\u011fi\u015fkenin neden bu kadar y\u00fcksek korelasyona sahip oldu\u011funu a\u00e7\u0131klamaktad\u0131r.<\/span><\/p>\n Dondurma sat\u0131\u015flar\u0131 ile k\u00f6pekbal\u0131\u011f\u0131 sald\u0131r\u0131lar\u0131 aras\u0131nda y\u00fcksek oranda korelasyon olmas\u0131na ra\u011fmen biri di\u011ferine neden olmuyor.<\/span><\/p>\n Her y\u0131l \u00fcniversiteler taraf\u0131ndan verilen toplam y\u00fcksek lisans derecesi say\u0131s\u0131 ve y\u0131ll\u0131k \u00fcretilen toplam gi\u015fe geliri hakk\u0131nda veri toplarsak, iki de\u011fi\u015fkenin olduk\u00e7a ili\u015fkili oldu\u011funu g\u00f6r\u00fcr\u00fcz.<\/span> <\/p>\n Bu, daha fazla Y\u00fcksek Lisans derecesi vermenin her y\u0131l gi\u015fe gelirinde art\u0131\u015fa yol a\u00e7aca\u011f\u0131 anlam\u0131na m\u0131 geliyor?<\/span><\/p>\n Yeterli de\u011fil. Bunun en olas\u0131 a\u00e7\u0131klamas\u0131, d\u00fcnya n\u00fcfusunun her y\u0131l artmas\u0131, bu da her y\u0131l daha fazla y\u00fcksek lisans derecesi verilmesi ve sinemaya giden insan say\u0131s\u0131n\u0131n her y\u0131l yakla\u015f\u0131k olarak e\u015fit oranlarda artmas\u0131 anlam\u0131na geliyor.<\/span><\/p>\n Bu iki de\u011fi\u015fken birbiriyle ili\u015fkili olmas\u0131na ra\u011fmen biri di\u011ferine neden olmaz.<\/span><\/p>\n Her y\u0131l y\u00fczme havuzunda bo\u011fulanlar\u0131n toplam say\u0131s\u0131na ve n\u00fckleer santrallerin her y\u0131l \u00fcretti\u011fi toplam enerji miktar\u0131na ili\u015fkin veri toplasayd\u0131k, iki de\u011fi\u015fkenin olduk\u00e7a ili\u015fkili oldu\u011funu g\u00f6r\u00fcrd\u00fck.<\/span> <\/p>\n Bu, y\u00fczme havuzlar\u0131nda artan bo\u011fulma vakalar\u0131n\u0131n bir \u015fekilde n\u00fckleer enerji \u00fcretiminin artmas\u0131na yol a\u00e7t\u0131\u011f\u0131 anlam\u0131na m\u0131 geliyor?<\/span><\/p>\n Tam olarak de\u011fil. Bunun en muhtemel a\u00e7\u0131klamas\u0131, d\u00fcnya n\u00fcfusunun artmas\u0131, yani daha fazla insan\u0131n y\u00fczme havuzlar\u0131nda bo\u011fulmas\u0131 ve n\u00fckleer enerji \u00fcretiminin her y\u0131l daha uygulanabilir hale gelmesi ve bu nedenle de artmas\u0131d\u0131r.<\/span><\/p>\n Bu iki de\u011fi\u015fken birbiriyle y\u00fcksek oranda ili\u015fkili olmas\u0131na ra\u011fmen biri di\u011ferine neden olmaz.<\/span><\/p>\n Her y\u0131l Amerika Birle\u015fik Devletleri’ndeki toplam k\u0131zam\u0131k vakas\u0131 say\u0131s\u0131 ve evlilik oran\u0131 hakk\u0131nda veri toplasayd\u0131k, iki de\u011fi\u015fkenin olduk\u00e7a ili\u015fkili oldu\u011funu g\u00f6r\u00fcrd\u00fck.<\/span> <\/p>\n Bu, daha az k\u0131zam\u0131k vakas\u0131n\u0131n evlilik oranlar\u0131n\u0131n d\u00fc\u015fmesine yol a\u00e7t\u0131\u011f\u0131 anlam\u0131na m\u0131 geliyor?<\/span><\/p>\n Tam olarak de\u011fil. Bunun yerine, iki de\u011fi\u015fken ba\u011f\u0131ms\u0131zd\u0131r: Modern t\u0131p k\u0131zam\u0131k vakalar\u0131nda bir d\u00fc\u015f\u00fc\u015fe yol a\u00e7maktad\u0131r ve her y\u0131l daha az insan \u00e7e\u015fitli nedenlerden dolay\u0131 evlenmektedir.<\/span><\/p>\n Bu iki de\u011fi\u015fken birbiriyle y\u00fcksek oranda ili\u015fkili olmas\u0131na ra\u011fmen biri di\u011ferine neden olmaz.<\/span><\/p>\n Her y\u0131l Amerika Birle\u015fik Devletleri’ndeki toplam lise mezunlar\u0131n\u0131n say\u0131s\u0131 ve toplam pizza t\u00fcketimi hakk\u0131nda veri toplasayd\u0131k, iki de\u011fi\u015fkenin olduk\u00e7a ili\u015fkili oldu\u011funu bulurduk.<\/span> <\/p>\n Bu, artan say\u0131da lise mezununun Amerika Birle\u015fik Devletleri’nde pizza t\u00fcketiminin artmas\u0131na yol a\u00e7t\u0131\u011f\u0131 anlam\u0131na m\u0131 geliyor?<\/span><\/p>\n Yeterli de\u011fil. Bunun en olas\u0131 a\u00e7\u0131klamas\u0131, ABD n\u00fcfusunun zamanla artmas\u0131, yani n\u00fcfus artt\u0131k\u00e7a lise diplomas\u0131na sahip ki\u015fi say\u0131s\u0131n\u0131n ve t\u00fcketilen toplam pizza miktar\u0131n\u0131n da artmas\u0131d\u0131r.<\/span><\/p>\n Bu iki de\u011fi\u015fken birbiriyle ili\u015fkili olmas\u0131na ra\u011fmen biri di\u011ferine neden olmaz.<\/span><\/p>\n A\u015fa\u011f\u0131daki e\u011fitimler korelasyon hakk\u0131nda ek bilgi sa\u011flar:<\/span><\/p>\n Pearson Korelasyon Katsay\u0131s\u0131na Giri\u015f<\/a> ” Korelasyon nedensellik anlam\u0131na gelmez ” ifadesi istatistiklerde s\u0131kl\u0131kla iki de\u011fi\u015fken aras\u0131ndaki korelasyonun mutlaka bir de\u011fi\u015fkenin di\u011ferine neden oldu\u011fu anlam\u0131na gelmedi\u011fini vurgulamak i\u00e7in kullan\u0131l\u0131r. Bu ifadeyi daha iyi anlamak i\u00e7in a\u015fa\u011f\u0131daki somut \u00f6rnekleri inceleyin. \u00d6rnek 1: Dondurma sat\u0131\u015flar\u0131 ve k\u00f6pekbal\u0131\u011f\u0131 sald\u0131r\u0131lar\u0131 Her y\u0131l Amerika Birle\u015fik Devletleri’ndeki ayl\u0131k dondurma sat\u0131\u015flar\u0131 ve ayl\u0131k k\u00f6pekbal\u0131\u011f\u0131 sald\u0131r\u0131lar\u0131 hakk\u0131nda veri […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2088","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"\n \u00d6rnek 1: Dondurma sat\u0131\u015flar\u0131 ve k\u00f6pekbal\u0131\u011f\u0131 sald\u0131r\u0131lar\u0131<\/strong><\/span><\/h3>\n
![\"\"](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrcause1.png\")
<\/p>\n \u00d6rnek 2: Ustal\u0131klar ve Gi\u015fe Geliri<\/strong><\/span><\/h3>\n
![\"\"](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrcause2.png\")
<\/p>\n \u00d6rnek 3: N\u00fckleer enerji \u00fcretimiyle ba\u011flant\u0131l\u0131 olarak y\u00fczme havuzlar\u0131ndaki bo\u011fulmalar<\/strong><\/span><\/h3>\n
![\"\"](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrcause3.png\")
<\/p>\n \u00d6rnek 4: K\u0131zam\u0131k vakalar\u0131n\u0131n evlilik oran\u0131yla ili\u015fkisi<\/strong><\/span><\/h3>\n
![\"\"](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrcause4.png\")
<\/p>\n \u00d6rnek 5: Lise mezunlar\u0131n\u0131n pizza t\u00fcketimine g\u00f6re oran\u0131<\/strong><\/span><\/h3>\n
![\"\"](\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corrcause5.png\")
<\/p>\n Ek kaynaklar<\/strong><\/span><\/h3>\n
Nedensellik korelasyon anlam\u0131na m\u0131 geliyor?<\/a>
Korelasyon vs. dernek: fark nedir?<\/a>
\u201cG\u00fc\u00e7l\u00fc\u201d bir korelasyon olarak kabul edilen \u015fey nedir?<\/a>
Korelasyonu ne zaman kullanmal\u0131s\u0131n\u0131z?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"