Statistical Modeling Of The Performance Of All-Rounders In Female Test Cricket
Qamruz Zaman
Seema Zubair
Mansoor Ahmad
Sundas Hussain
Sofia Gul
Syed Habib Shah
Abdur Rehaman Sabir
Neelam
Seema Zubair
Mansoor Ahmad
Sundas Hussain
Sofia Gul
Syed Habib Shah
Abdur Rehaman Sabir
Neelam
Keywords: Multinomial logistic regression, Chi-square test, Batting and Bowling of females, Female, test match..
Abstract
This study aimed to identify factors affecting the performance of women all-rounders in test cricket and examine the impact of bowling, batting, and wicket-keeping all-rounders on match outcomes. Logistic regression was employed to compare the performance of all-rounders with non-all-rounders, focusing on binary outcomes. The Chi-square test, using R² for goodness of fit, helped in model selection. All-rounders were categorized into wicket-keeper, bowling, and batting roles, with multinomial logistic regression used to assess performance differences. Significant factors included home-ground advantage, batting average, number of wickets, and first-innings performance. Batting and bowling all-rounders outperformed wicket-keepers.