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Cricket Performance Management - Mathematical Formulation and Analytics (Hardcover, 1st ed. 2019)
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Cricket Performance Management - Mathematical Formulation and Analytics (Hardcover, 1st ed. 2019)
Series: Indian Statistical Institute Series
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This book focuses on the application of data mining techniques in
cricket. It provides detailed examples of how data mining can be
helpful for decision-making in sports with special reference to
cricket, particularly the quantitative features related to Twenty20
cricket, the latest and the most popular format of the game. The
book highlights the performance quantification of cricketers
(batsmen, bowlers, all-rounders, and wicket keepers), determining
the market valuation of cricketers based on their on-field
performances and the effect of age on the performance of the
cricketers. It also provides a comprehensive overview of the
different aspects of the game where quantitative techniques are
beneficial, and highlights the use of statistical and data mining
tools in analysing sports-related data and objective
decision-making in sports. The book appeals to a wide readership,
including postgraduate students of statistics/mathematics, data
analysts, sports management bodies. It also offers data miners,
such as researchers in statistics, mathematics, operations
research, and computer science ideas for projects.
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