{"id":56953,"date":"2026-03-09T09:10:00","date_gmt":"2026-03-09T09:10:00","guid":{"rendered":"https:\/\/kan-news.com\/kan\/?p=56953"},"modified":"2026-03-06T18:25:14","modified_gmt":"2026-03-06T18:25:14","slug":"elo-ve-xg-metrikleri-keyfiyyet-nec-olculur","status":"publish","type":"post","link":"https:\/\/kan-news.com\/kan\/elo-ve-xg-metrikleri-keyfiyyet-nec-olculur\/","title":{"rendered":"Elo ve xG Metrikleri – Keyfiyyet Nec\u0259 \u00d6l\u00e7\u00fcl\u00fcr"},"content":{"rendered":"Elo ve xG Metrikleri – Keyfiyyet Nec\u0259 \u00d6l\u00e7\u00fcl\u00fcr<\/title><\/p>\n<h1>Azerbaycanda Idman Statistikas\u0131 – Elo, xG ve Keyfiyyet G\u00f6st\u0259ricil\u0259ri<\/h1>\n<p>Idman t\u0259hlili art\u0131q sad\u0259 n\u0259tic\u0259l\u0259rd\u0259n k\u0259nara \u00e7\u0131x\u0131b, m\u00fcr\u0259kk\u0259b riyazi modell\u0259r v\u0259 proqnozla\u015fd\u0131rma sisteml\u0259ri il\u0259 z\u0259nginl\u0259\u015fib. Az\u0259rbaycan futbolunda v\u0259 dig\u0259r idman n\u00f6vl\u0259rind\u0259 d\u0259 bu tendensiya \u00f6z \u0259ksini tap\u0131r, t\u0259msil\u00e7il\u0259rimizin beyn\u0259lxalq arenada u\u011furlar\u0131n\u0131 daha d\u0259rin ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn. Bu m\u0259qal\u0259d\u0259, \u0259n m\u0259\u015fhur keyfiyy\u0259t \u00f6l\u00e7m\u0259 sisteml\u0259rind\u0259n olan Elo reytinqi v\u0259 g\u00f6zl\u0259nil\u0259n qollar (xG) metrikas\u0131, onlar\u0131n nec\u0259 hesabland\u0131\u011f\u0131 v\u0259 Az\u0259rbaycan idman kontekstind\u0259 nec\u0259 \u015f\u0259rh edil\u0259 bil\u0259c\u0259yi ara\u015fd\u0131r\u0131lacaq. M\u0259s\u0259l\u0259n, Az\u0259rbaycan Premyer Liqas\u0131nda komandalar\u0131n g\u00fcc dinamikas\u0131n\u0131 t\u0259hlil ed\u0259rk\u0259n bu vasit\u0259l\u0259rd\u0259n nec\u0259 istifad\u0259 oluna bil\u0259r. Burada he\u00e7 bir x\u00fcsusi platforma, o c\u00fcml\u0259d\u0259n <a href=\"https:\/\/mostbet-giris-az.org\/\">mostbet az<\/a>, t\u0259hlilin m\u0259nb\u0259yi kimi qeyd olunmur, yaln\u0131z \u00fcmumi metodologiyaya diqq\u0259t yetirilir.<\/p>\n<h2>Elo Reytinq Sistemi – Tarixi ve Prinsipi<\/h2>\n<p>Elo reytinq sistemi ilk n\u00f6vb\u0259d\u0259 \u015fahmat \u00fc\u00e7\u00fcn Arpad Elo t\u0259r\u0259find\u0259n haz\u0131rlanm\u0131\u015fd\u0131r. Onun m\u0259ntiqi olduqca sad\u0259dir: h\u0259r bir i\u015ftirak\u00e7\u0131ya (komandaya v\u0259 ya \u015f\u0259xs\u0259) m\u00fc\u0259yy\u0259n bir reytinq bal\u0131 verilir. Oyun n\u0259tic\u0259sind\u0259n sonra reytinq d\u0259yi\u015fir – g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 il\u0259 faktiki n\u0259tic\u0259 aras\u0131ndak\u0131 f\u0259rq\u0259 \u0259sas\u0259n bal \u0259lav\u0259 edilir v\u0259 ya \u00e7\u0131x\u0131l\u0131r. G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259 is\u0259 r\u0259qibl\u0259rin cari reytinql\u0259ri aras\u0131ndak\u0131 f\u0259rqd\u0259n hesablan\u0131r. Bu sistem indi futbolda, basketbolda, tennisd\u0259 v\u0259 s. geni\u015f t\u0259tbiq olunur.<\/p>\n<h3>Elo Hesablamas\u0131n\u0131n Praktikada \u0130\u015fl\u0259m\u0259si<\/h3>\n<p>Az\u0259rbaycan futbol liqas\u0131n\u0131 n\u0259z\u0259r\u0259 alsaq, sistemin praktiki t\u0259tbiqini g\u00f6rm\u0259k olar. Tutaq ki, iki komandan\u0131n reytinqi var. G\u00fccl\u00fc komandan\u0131n qalib g\u0259lm\u0259si g\u00f6zl\u0259nil\u0259n n\u0259tic\u0259dir v\u0259 ona g\u00f6r\u0259 d\u0259 bel\u0259 q\u0259l\u0259b\u0259 onun reytinqin\u0259 az sayda bal \u0259lav\u0259 ed\u0259c\u0259k. \u018fksin\u0259, z\u0259if hesab edil\u0259n komandan\u0131n q\u0259l\u0259b\u0259si is\u0259 “sensasiya” say\u0131lacaq v\u0259 onun reytinqind\u0259 b\u00f6y\u00fck art\u0131m, r\u0259qibind\u0259 is\u0259 \u0259h\u0259miyy\u0259tli azalma yaranacaq. Bu, komandalar\u0131n dinamik g\u00fcc\u00fcn\u00fc daha h\u0259ssas \u015f\u0259kild\u0259 \u0259ks etdirir.<\/p>\n<ul>\n<li>Ba\u015flan\u011f\u0131c reytinq: Yeni komandalar \u00fc\u00e7\u00fcn ilkin bal (m\u0259s\u0259l\u0259n, 1500) t\u0259yin olunur.<\/li>\n<li>K \u0259msal\u0131: Bu, reytinq d\u0259yi\u015fikliyinin intensivliyini t\u0259yin ed\u0259n parametrdir. Yeni komandalar v\u0259 ya g\u0259nc oyun\u00e7ular \u00fc\u00e7\u00fcn daha y\u00fcks\u0259k ola bil\u0259r ki, tez adaptasiya olsun.<\/li>\n<li>G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259: 1 \/ (1 + 10 ^ ((R\u0259qib Reytinqi – Sizin Reytinqiniz) \/ 400)) d\u00fcsturu il\u0259 hesablan\u0131r.<\/li>\n<li>H\u0259qiqi n\u0259tic\u0259: Q\u0259l\u0259b\u0259 \u00fc\u00e7\u00fcn 1, he\u00e7-he\u00e7\u0259 \u00fc\u00e7\u00fcn 0.5, m\u0259\u011flubiyy\u0259t \u00fc\u00e7\u00fcn 0.<\/li>\n<li>Yeni reytinq: K\u00f6hn\u0259 reytinq + K * (H\u0259qiqi n\u0259tic\u0259 – G\u00f6zl\u0259nil\u0259n n\u0259tic\u0259).<\/li>\n<li>Beyn\u0259lxalq t\u0259tbiq: FIFA-n\u0131n qad\u0131nlar reytinqi \u0259sas\u0259n Elo sistemin\u0259 \u0259saslan\u0131r.<\/li>\n<li>Yerli kontekst: Az\u0259rbaycan klublar\u0131n\u0131n UEFA reytinql\u0259ri il\u0259 Elo prinsipind\u0259 ox\u015farl\u0131qlar var.<\/li>\n<li>Avantaj: Tarixi nailiyy\u0259tl\u0259ri deyil, cari forman\u0131 \u0259ks etdirir.<\/li>\n<li>\u00c7\u0259tinlik: Sistem yaln\u0131z n\u0259tic\u0259l\u0259r\u0259 \u0259saslan\u0131r, oyunun keyfiyy\u0259tin\u0259 v\u0259 ya oyun\u00e7u performans\u0131na baxm\u0131r.<\/li>\n<\/ul>\n<h2>xG – G\u00f6zl\u0259nil\u0259n Qollar Metrikas\u0131n\u0131n Mahiyy\u0259ti<\/h2>\n<p>xG (expected Goals) futbol t\u0259hlilind\u0259 inqilab etmi\u015f bir g\u00f6st\u0259ricidir. O, h\u0259r bir z\u0259rb\u0259 v\u0259 ya qol f\u00fcrs\u0259tinin n\u0259 d\u0259r\u0259c\u0259d\u0259 qola \u00e7evrilm\u0259 ehtimal\u0131n\u0131 g\u00f6st\u0259rir. Bu ehtimal tarixi m\u0259lumatlar \u0259sas\u0131nda – z\u0259rb\u0259nin m\u0259saf\u0259si, buca\u011f\u0131, hans\u0131 ayaqla vuruldu\u011fu, qar\u015f\u0131l\u0131ql\u0131 v\u0259ziyy\u0259t v\u0259 s. kimi minl\u0259rl\u0259 amill\u0259 analiz edilm\u0259kl\u0259 hesablan\u0131r. M\u0259s\u0259l\u0259n, penalti z\u0259rb\u0259sinin xG d\u0259y\u0259ri t\u0259xmin\u0259n 0.79-dur, y\u0259ni bel\u0259 f\u00fcrs\u0259tl\u0259rin 79%-i qola \u00e7evrilir.<\/p>\n<p>Bu metrika Az\u0259rbaycan futboluna t\u0259tbiq edil\u0259nd\u0259, komandalar\u0131n h\u00fccum effektivliyini v\u0259 qap\u0131\u00e7\u0131lar\u0131n \u00e7\u0131x\u0131\u015flar\u0131n\u0131 daha obyektiv qiym\u0259tl\u0259ndirm\u0259y\u0259 imkan verir. Oyun 0:0 bit\u0259 bil\u0259r, lakin bir komandan\u0131n yaratd\u0131\u011f\u0131 t\u0259hl\u00fck\u0259li f\u00fcrs\u0259tl\u0259rin \u00fcmumi xG d\u0259y\u0259ri 2.5, dig\u0259rininki is\u0259 0.3 ola bil\u0259r. Bu, n\u0259tic\u0259d\u0259n daha d\u0259qiq bir performans t\u0259hlili t\u0259qdim edir.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/wcflcr2017.com\/img\/main\/mostbet-kazino-az-2.webp\" alt=\"mostbet az\" loading=\"lazy\"><\/p>\n<h3>xG-nin Hesablanma Amill\u0259ri ve \u015e\u0259rhi<\/h3>\n<p>xG modeli ad\u0259t\u0259n a\u015fa\u011f\u0131dak\u0131 d\u0259yi\u015f\u0259nl\u0259r \u0259sas\u0131nda qurulur. H\u0259r bir model \u00f6z\u00fcn\u0259m\u0259xsus olsa da, \u0259sas prinsipl\u0259r eynidir. Az\u0259rbaycan liqas\u0131n\u0131n statistik x\u00fcsusiyy\u0259tl\u0259ri (m\u0259s\u0259l\u0259n, m\u00fc\u0259yy\u0259n meydanlarda oyun t\u0259rzi) \u00f6z\u0259l modell\u0259rin yarad\u0131lmas\u0131n\u0131 t\u0259l\u0259b ed\u0259 bil\u0259r.<\/p>\n<table>\n<thead>\n<tr>\n<th>Amil<\/th>\n<th>T\u0259siri<\/th>\n<th>N\u00fcmun\u0259 (Az\u0259rbaycan konteksti)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Z\u0259rb\u0259 m\u0259saf\u0259si<\/td>\n<td>M\u0259saf\u0259 azald\u0131qca xG art\u0131r<\/td>\n<td>C\u0259rim\u0259 meydan\u00e7as\u0131 daxilind\u0259n vurulan z\u0259rb\u0259<\/td>\n<\/tr>\n<tr>\n<td>Z\u0259rb\u0259 buca\u011f\u0131<\/td>\n<td>Qap\u0131ya n\u0259 q\u0259d\u0259r m\u0259rk\u0259zd\u0259 olarsa, xG bir o q\u0259d\u0259r y\u00fcks\u0259k olar<\/td>\n<td>Qap\u0131n\u0131n sol v\u0259 ya sa\u011f k\u00fcnc\u00fcnd\u0259n deyil, birba\u015fa qar\u015f\u0131s\u0131ndan vurmaq<\/td>\n<\/tr>\n<tr>\n<td>Z\u0259rb\u0259 n\u00f6v\u00fc<\/td>\n<td>Ba\u015f vuru\u015fu ad\u0259t\u0259n ayaqla vurmadan a\u015fa\u011f\u0131 xG-y\u0259 malikdir<\/td>\n<td>K\u00fcnc z\u0259rb\u0259l\u0259rind\u0259n sonra ba\u015fla vurulan z\u0259rb\u0259<\/td>\n<\/tr>\n<tr>\n<td>Qar\u015f\u0131l\u0131ql\u0131 v\u0259ziyy\u0259t<\/td>\n<td>Qap\u0131\u00e7\u0131 v\u0259 m\u00fcdafi\u0259\u00e7il\u0259rin m\u00f6vqeyi h\u0259lledici amildir<\/td>\n<td>Qap\u0131\u00e7\u0131n\u0131 ke\u00e7ib bo\u015f qap\u0131ya vurmaq y\u00fcks\u0259k xG verir<\/td>\n<\/tr>\n<tr>\n<td>H\u00fccumun n\u00f6v\u00fc<\/td>\n<td>S\u00fcr\u0259tli h\u00fccumda m\u00fcdafi\u0259 t\u0259\u015fkil olunmam\u0131\u015f ola bil\u0259r<\/td>\n<td>Az\u0259rbaycan komandalar\u0131n\u0131n kontrataklar\u0131<\/td>\n<\/tr>\n<tr>\n<td>Hans\u0131 ayaqla<\/td>\n<td>Oyun\u00e7unun g\u00fccl\u00fc aya\u011f\u0131 il\u0259 vurmas\u0131 xG-ni art\u0131r\u0131r<\/td>\n<td>Sol aya\u011f\u0131 g\u00fccl\u00fc olan oyun\u00e7unun sa\u011f ayaqla z\u0259rb\u0259si<\/td>\n<\/tr>\n<tr>\n<td>Qap\u0131\u00e7\u0131n\u0131n m\u00f6vqeyi<\/td>\n<td>Qap\u0131\u00e7\u0131 ir\u0259li \u00e7\u0131x\u0131bsa, xG d\u0259yi\u015fir<\/td>\n<td>1-\u0259 1 v\u0259ziyy\u0259tl\u0259rd\u0259 qap\u0131\u00e7\u0131n\u0131n \u00e7\u0131x\u0131\u015f\u0131<\/td>\n<\/tr>\n<tr>\n<td>B\u0259d\u0259n balans\u0131<\/td>\n<td>Tarazl\u0131q poz\u011fun v\u0259ziyy\u0259td\u0259 vurulan z\u0259rb\u0259<\/td>\n<td>Fall ard\u0131nca vurulan z\u0259rb\u0259<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Metrikalar\u0131 Nec\u0259 D\u00fczg\u00fcn \u015e\u0259rh Etm\u0259k Olar<\/h2>\n<p>Statistik g\u00f6st\u0259ricil\u0259r \u00f6z ba\u015f\u0131na h\u0259qiq\u0259ti demir, onlar\u0131 kontekstd\u0259 ba\u015fa d\u00fc\u015fm\u0259k laz\u0131md\u0131r. H\u0259m Elo, h\u0259m d\u0259 xG m\u00fck\u0259mm\u0259l al\u0259tl\u0259r deyil, ancaq t\u0259hlil\u00e7i v\u0259 azarke\u015fl\u0259r\u0259 \u0259lav\u0259 bir perspektiv verirl\u0259r. Az\u0259rbaycanda bu m\u0259lumatlara \u00e7\u0131x\u0131\u015f h\u0259l\u0259 m\u0259hduddur, lakin beyn\u0259lxalq t\u0259cr\u00fcb\u0259l\u0259r onlar\u0131n d\u00fczg\u00fcn \u015f\u0259rhinin vacibliyini g\u00f6st\u0259rir.<\/p>\n<h3>\u00dcmumi S\u0259hvl\u0259r ve Onlardan Qa\u00e7\u0131nma Yollar\u0131<\/h3>\n<p>Metrikalarla i\u015fl\u0259y\u0259rk\u0259n a\u015fa\u011f\u0131dak\u0131 yanl\u0131\u015f anlamalara yol verm\u0259m\u0259k vacibdir. X\u00fcsusil\u0259, yerli mediada v\u0259 m\u00fczakir\u0259l\u0259rd\u0259 bu n\u00fcanslar n\u0259z\u0259r\u0259 al\u0131nmal\u0131d\u0131r. For general context and terms, see <a href=\"https:\/\/en.wikipedia.org\/wiki\/Expected_goals\">expected goals explained<\/a>.<\/p>\n<ul>\n<li><strong>X\u0259tti as\u0131l\u0131l\u0131q f\u0259rziyy\u0259si:<\/strong> Y\u00fcks\u0259k xG h\u0259mi\u015f\u0259 yax\u015f\u0131 oyun dem\u0259k deyil; o, yaln\u0131z yarad\u0131lm\u0131\u015f f\u00fcrs\u0259tl\u0259rin keyfiyy\u0259tini g\u00f6st\u0259rir.<\/li>\n<li><strong>Kontekstin unudulmas\u0131:<\/strong> A\u011f\u0131r hava \u015f\u0259raitind\u0259, \u0259h\u0259miyy\u0259tli turnird\u0259n \u0259vv\u0259l v\u0259 ya z\u0259d\u0259 b\u00f6hran\u0131 zaman\u0131 al\u0131nan m\u0259lumatlar normadan f\u0259rqli ola bil\u0259r.<\/li>\n<li><strong>Ki\u00e7ik n\u00fcmun\u0259 \u00f6l\u00e7\u00fcs\u00fc:<\/strong> Bir ne\u00e7\u0259 oyun \u0259sas\u0131nda b\u00f6y\u00fck n\u0259tic\u0259 \u00e7\u0131xarmaq etibars\u0131zd\u0131r; m\u00f6vs\u00fcm \u0259rzind\u0259 trendl\u0259r\u0259 baxmaq laz\u0131md\u0131r.<\/li>\n<li><strong>Model m\u0259hdudiyy\u0259tl\u0259ri:<\/strong> H\u0259r xG modeli f\u0259rqli m\u0259lumatlarla i\u015fl\u0259yir; bir m\u0259nb\u0259d\u0259 0.4, dig\u0259rind\u0259 0.5 g\u00f6st\u0259r\u0259 bil\u0259r.<\/li>\n<li><strong>Oyun\u00e7unun keyfiyy\u0259tinin n\u0259z\u0259r\u0259 al\u0131nmamas\u0131:<\/strong> Model \u00fcmumi ehtimal\u0131 g\u00f6st\u0259rir, lakin d\u00fcnya ulduzunun \u00e7\u0259tin bir v\u0259ziyy\u0259td\u0259n vurma ehtimal\u0131 orta oyun\u00e7udan y\u00fcks\u0259k ola bil\u0259r.<\/li>\n<li><strong>M\u00fcdafi\u0259 strukturunun laqeyid qal\u0131nmas\u0131:<\/strong> xG h\u00fccum t\u0259hlilin\u0259 y\u00f6n\u0259lmi\u015fdir, m\u00fcdafi\u0259nin t\u0259\u015fkilini tam \u0259ks etdirmir.<\/li>\n<li><strong>Elo sistemind\u0259 “gecikm\u0259” effekti:<\/strong> Reytinq d\u0259yi\u015fikliyi d\u0259rhal ba\u015f vermir, komandan\u0131n cari formas\u0131 il\u0259 reytinqi aras\u0131nda f\u0259rq ola bil\u0259r.<\/li>\n<\/ul>\n<h2>Az\u0259rbaycan Idman\u0131nda Metrikalardan \u0130stifad\u0259 Perspektivl\u0259ri<\/h2>\n<p>Az\u0259rbaycanda idman statistikas\u0131n\u0131n inki\u015faf\u0131 getdikc\u0259 s\u00fcr\u0259tl\u0259nir. Yerli liqalar\u0131n r\u0259ssi statistikalar\u0131 art\u0131q daha \u0259trafl\u0131d\u0131r, l\u0259n Elo v\u0259 xG k\u0259nar d\u0259yi\u015f\u0259nl\u0259r kimi daxil olma\u011fa ba\u015flay\u0131r. Bu, bir ne\u00e7\u0259 istiqam\u0259td\u0259 faydal\u0131 ola bil\u0259r. For a quick, neutral reference, see <a href=\"https:\/\/www.fifa.com\/tournaments\/mens\/worldcup\">FIFA World Cup hub<\/a>.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/rokkitchentools.com\/wp-content\/uploads\/2024\/09\/faq-mostbet-az90.jpg\" alt=\"mostbet az\" loading=\"lazy\"><\/p>\n<p>Birincisi, g\u0259nc futbol\u00e7ular\u0131n skautinqi zaman\u0131. Oyun\u00e7unun yaratd\u0131\u011f\u0131 t\u0259hl\u00fck\u0259li f\u00fcrs\u0259tl\u0259rin xG \u00fcmumi d\u0259y\u0259ri, onun h\u00fccumda n\u0259 q\u0259d\u0259r effektiv oldu\u011funu g\u00f6st\u0259r\u0259 bil\u0259r, yaln\u0131z vurdu\u011fu qollar\u0131n say\u0131ndan as\u0131l\u0131 olmadan. \u0130kincisi, milli komandan\u0131n v\u0259 klublar\u0131n beyn\u0259lxalq r\u0259qibl\u0259r\u0259 qar\u015f\u0131 haz\u0131rl\u0131\u011f\u0131nda. R\u0259qib komandan\u0131n son oyunlar\u0131n\u0131n xG analizi onlar\u0131n \u0259sas z\u0259if v\u0259 g\u00fccl\u00fc t\u0259r\u0259fl\u0259rini a\u015fkar etm\u0259y\u0259 k\u00f6m\u0259k ed\u0259 bil\u0259r.<\/p>\n<h3>G\u0259l\u0259c\u0259k \u0130nki\u015faf Yollar\u0131<\/h3>\n<p>Texnologiyan\u0131n inki\u015faf\u0131 il\u0259 metrikalar daha da d\u0259qiql\u0259\u015f\u0259c\u0259k v\u0259 yeni \u00f6l\u00e7m\u0259 vasit\u0259l\u0259ri meydana \u00e7\u0131xacaq. Az\u0259rbaycan bu prosesd\u0259 \u00f6z yerini tuta bil\u0259r.<\/p>\n<ul>\n<li>Yerli m\u0259lumat bazalar\u0131n\u0131n yarad\u0131lmas\u0131: Az\u0259rbaycan oyunlar\u0131n\u0131n x\u00fcsusiyy\u0259tl\u0259rini \u0259ks etdir\u0259n \u00f6z\u0259l xG modell\u0259rinin haz\u0131rlanmas\u0131.<\/li>\n<li>\u0130dman jurnalistikas\u0131nda t\u0259tbiq: Televiziya yay\u0131mlar\u0131nda v\u0259 m\u0259qal\u0259l\u0259rd\u0259 bu g\u00f6st\u0259ricil\u0259rin istifad\u0259si il\u0259 t\u0259hlilin d\u0259rinliyinin art\u0131r\u0131lmas\u0131.<\/li>\n<li>Klublar\u0131n daxili analitik \u015f\u00f6b\u0259l\u0259ri: Texniki hey\u0259tl\u0259rin q\u0259rarlar\u0131n\u0131 d\u0259st\u0259kl\u0259m\u0259k \u00fc\u00e7\u00fcn m\u0259lumatlardan istifad\u0259.<\/li>\n<li>Virtual idman v\u0259 simulyasiyalar: G\u0259l\u0259c\u0259k oyunlar\u0131n n\u0259tic\u0259l\u0259rini proqnozla\u015fd\u0131rmaq \u00fc\u00e7\u00fcn modell\u0259rin t\u0259tbiqi.<\/li>\n<li>\u0130dman t\u0259hsili: \u0130dman m\u0259kt\u0259bl\u0259rind\u0259 v\u0259 akademiyalarda statistik savadl\u0131l\u0131\u011f\u0131n art\u0131r\u0131lmas\u0131.<\/li>\n<li>Dig\u0259r idman n\u00f6vl\u0259rin\u0259 uy\u011funla\u015fma: Q\u0131l\u0131ncoynatma, g\u00fcl\u0259\u015f, voleybol k\u0259nar n\u00f6vl\u0259r \u00fc\u00e7\u00fcn ox\u015far keyfiyy\u0259t \u00f6l\u00e7m\u0259 sisteml\u0259rinin i\u015fl\u0259nib haz\u0131rlanmas\u0131.<\/li>\n<li>Azarke\u015f t\u0259hlili \u00fc\u00e7\u00fcn a\u00e7\u0131q m\u0259lumatlar: Azarke\u015fl\u0259r\u0259 d\u0259 d\u0259rin t\u0259hlil aparmaq imkan\u0131 ver\u0259n statistik portal\u0131n inki\u015faf\u0131.<\/li>\n<\/ul>\n<h2>Metrikalar\u0131n Etik ve T\u0259nziml\u0259m\u0259 Aspektl\u0259ri<\/h2>\n<p>\u0130dman statistikas<\/p>\n<p>Metrikalar\u0131n geni\u015f yay\u0131lmas\u0131 il\u0259 onlar\u0131n etik istifad\u0259si v\u0259 m\u0259lumatlar\u0131n m\u00fchafiz\u0259si m\u0259s\u0259l\u0259l\u0259ri daha aktual olur. Oyun\u00e7ular\u0131n m\u0259xfi sa\u011flaml\u0131q m\u0259lumatlar\u0131 v\u0259 performans g\u00f6st\u0259ricil\u0259ri m\u0259xfi qalmal\u0131d\u0131r. H\u0259m\u00e7inin, statistik modell\u0259rd\u0259 istifad\u0259 olunan m\u0259lumatlar\u0131n obyektivliyi v\u0259 t\u0259r\u0259fsizliyi t\u0259min edilm\u0259lidir.<\/p>\n<p>M\u00fc\u0259yy\u0259n metrikalar\u0131n h\u0259ddind\u0259n art\u0131q vur\u011fulanmas\u0131 oyunun mahiyy\u0259tini v\u0259 insan amilinin \u0259h\u0259miyy\u0259tini k\u00f6lg\u0259d\u0259 qoya bil\u0259r. R\u0259q\u0259msal g\u00f6st\u0259ricil\u0259r idman\u00e7\u0131lar\u0131n s\u0259yl\u0259rini v\u0259 emosional t\u00f6hf\u0259sini tam \u0259ks etdir\u0259 bilm\u0259z. Buna g\u00f6r\u0259 d\u0259, texniki analizl\u0259 m\u00fct\u0259x\u0259ssisl\u0259rin t\u0259cr\u00fcb\u0259li bax\u0131\u015f\u0131 aras\u0131nda tarazl\u0131q yaratmaq vacibdir.<\/p>\n<p>\u00dcmumilikd\u0259, idman statistikas\u0131 Az\u0259rbaycanda idman\u0131n inki\u015faf\u0131 \u00fc\u00e7\u00fcn g\u00fccl\u00fc vasit\u0259y\u0259 \u00e7evrilir. D\u00fczg\u00fcn t\u0259tbiq olunduqda, o, g\u0259nc istedadlar\u0131n a\u015fkar edilm\u0259sin\u0259, komanda haz\u0131rl\u0131\u011f\u0131n\u0131n yax\u015f\u0131la\u015fd\u0131r\u0131lmas\u0131na v\u0259 azarke\u015f mara\u011f\u0131n\u0131n art\u0131r\u0131lmas\u0131na k\u00f6m\u0259k ed\u0259 bil\u0259r. G\u0259l\u0259c\u0259kd\u0259 yerli m\u00fct\u0259x\u0259ssisl\u0259rin i\u015fi v\u0259 texnologiyan\u0131n inteqrasiyas\u0131 bu sah\u0259nin daha da t\u0259r\u0259qqi etm\u0259sin\u0259 \u015f\u0259rait yaradacaq.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Elo ve xG Metrikleri – Keyfiyyet Nec\u0259 \u00d6l\u00e7\u00fcl\u00fcr Azerbaycanda Idman Statistikas\u0131 – Elo, xG ve Keyfiyyet G\u00f6st\u0259ricil\u0259ri Idman t\u0259hlili art\u0131q sad\u0259 n\u0259tic\u0259l\u0259rd\u0259n k\u0259nara \u00e7\u0131x\u0131b, m\u00fcr\u0259kk\u0259b riyazi modell\u0259r v\u0259 proqnozla\u015fd\u0131rma sisteml\u0259ri il\u0259 z\u0259nginl\u0259\u015fib. Az\u0259rbaycan futbolunda v\u0259 dig\u0259r idman n\u00f6vl\u0259rind\u0259 d\u0259 bu tendensiya \u00f6z \u0259ksini tap\u0131r, t\u0259msil\u00e7il\u0259rimizin beyn\u0259lxalq arenada u\u011furlar\u0131n\u0131 daha d\u0259rin ba\u015fa d\u00fc\u015fm\u0259k \u00fc\u00e7\u00fcn. Bu m\u0259qal\u0259d\u0259, …<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-56953","post","type-post","status-publish","format-standard","hentry","category-1"],"_links":{"self":[{"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/posts\/56953","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/comments?post=56953"}],"version-history":[{"count":1,"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/posts\/56953\/revisions"}],"predecessor-version":[{"id":56954,"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/posts\/56953\/revisions\/56954"}],"wp:attachment":[{"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/media?parent=56953"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/categories?post=56953"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kan-news.com\/kan\/wp-json\/wp\/v2\/tags?post=56953"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}