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Titlebook: Data Analytics in Professional Soccer; Performance Analysis Daniel Link Book 2018 Springer Fachmedien Wiesbaden GmbH, part of Springer Natu

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书目名称Data Analytics in Professional Soccer
副标题Performance Analysis
编辑Daniel Link
视频video
概述Innovative Approaches for Analyzing Soccer Data
图书封面Titlebook: Data Analytics in Professional Soccer; Performance Analysis Daniel Link Book 2018 Springer Fachmedien Wiesbaden GmbH, part of Springer Natu
描述.Daniel Link explores how data analytics can be used for studying performance in soccer. Based on spatiotemporal data from the German Bundesliga, the six individual studies in this book present innovative mathematical approaches for game analysis and player assessment. The findings can support coaches and analysts to improve performance of their athletes and inspire other researchers to advance the research field of sports analytics..
出版日期Book 2018
关键词Computer Science in Sport; Performance Indictor; Tactical Performance; Big Data; Data Mining; Football; So
版次1
doihttps://doi.org/10.1007/978-3-658-21177-6
isbn_softcover978-3-658-21176-9
isbn_ebook978-3-658-21177-6
copyrightSpringer Fachmedien Wiesbaden GmbH, part of Springer Nature 2018
The information of publication is updating

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A Topography of Free Kicks,, players preferred a switched laterality, which did not result in a higher success rate. Furthermore, there was no statistical advantage for the defensive team when DISTANCE TO WALL was below 9.15 m or when there was a RULE VIOLATION. Crosses had a success rate (i.e. first controlled ball contact a
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Match Importance Affects Player Activity,nt matches occurred at the beginning of round 29. A two-way ANOVA indicates significantly increased FAST RUNS (+4 %, d = 0:3), DUELS (+16 %, d = 1:0) and FOULS (+36 %, d = 1:2) in important matches compared to low important ones. For FAST RUNS and FOULS, this effect only exists in Bundesliga. A comp
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Vanishing Spray Reduces Extent of Rule Violations,lations (.. = 4.58; p .05). However, none of these violations were punished appropriately. Concerning the success of free kicks, no significant impact was found neither for shots nor for crosses. In addition, no influence on the distance set by the referee could be identified. The main objective of
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The Strategy of Nested Samplingation and application of this approach uses data from 60 matches in the German Bundesliga season 2013/14, including 69,667 IBA intervals. The identification rate was . = 88 for IBA and . =:83 for IBP, and the classification rate for IBC was . = 67. Match analysis showed the following mean values per
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Developments in Veterinary Virology, players preferred a switched laterality, which did not result in a higher success rate. Furthermore, there was no statistical advantage for the defensive team when DISTANCE TO WALL was below 9.15 m or when there was a RULE VIOLATION. Crosses had a success rate (i.e. first controlled ball contact a
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