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Performance Analysis of Pakistan Super League Players Using Principle Component Analysis Approach

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dc.creator RİAZ, İshrat
dc.creator MUSHTAQ, Noureen
dc.creator JİLLANİ, Mir Muhammad
dc.creator NAVAZ, Uzma
dc.date 2019-12-30T00:00:00Z
dc.date.accessioned 2020-10-10T07:23:15Z
dc.date.available 2020-10-10T07:23:15Z
dc.identifier https://dergipark.org.tr/tr/pub/sjmakeu/issue/51356/665036
dc.identifier
dc.identifier.uri https://hdl.handle.net/11672/2987
dc.description Where there is sport there is statistics and cricket is no exception to this. The game of cricket has a wide wealth of complex statistical data associated with the game. This study provides an outstanding application of Principle Component Analysis in evaluating the performance analysis of Cricket data. This study probes the systematic covariation among various dimensions pertaining to batting and bowling capabilities of Players of Pakistan Super League PSL T-20 (2016-2017) using the advanced statistical technique Principle Component Analysis. In the present study PCA is used to rank the batsmen and bowlers of PSL based on their contributions to their teams during these competitive seasons. The findings of this study showed the best top ten ranked batsmen and bowlers who performed well during the series also we can concluded that batting capability dominates over bowling capability. This conclusion coincides with the general opinion of several cricketing enthusiasts and experts. This research is a first study in Pakistan that highlights the features of PSL.
dc.format application/pdf
dc.language en
dc.publisher Mehmet Akif Ersoy University
dc.publisher Mehmet Akif Ersoy Üniversitesi
dc.relation https://dergipark.org.tr/tr/download/article-file/910295
dc.source Volume: 2, Issue: 4 127-135 en-US
dc.source 2651-3722
dc.source Scientific Journal of Mehmet Akif Ersoy University
dc.subject Bowling,PCA,Ranking,PSL,T20,Batting
dc.title Performance Analysis of Pakistan Super League Players Using Principle Component Analysis Approach en-US
dc.type info:eu-repo/semantics/article


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