A Comparative Statistical Analysis Of Fabulous 4
Author: Aniket Prakash Magar-86
Introduction: The “Fab 4” of modern cricket means four of the best batsmen in the world, namely Virat Kohli, Steve Smith, Joe Root, and Kane Williamson. They are best known for their exceptional batting capabilities and consistency of performance under pressure in all forms of cricket. These cricketers are being compared with one another based on their performances and are considered the best of their respective eras. This study is designed to analyze and compare their ratings based on opinions from fans.
Objective: To analyze the ratings of Fab 4 using oneway ANOVA in order to determine whether significant differences exist among them.
Literature Review:
Statistical Study Of Fab 4 Players:
Existing literature and data related to cricket analytics, such as the Kaggle dataset titled “Cricket Fab4 Analysis for Test Format,” generally focuses on the evaluation of player performance using statistical techniques. Research suggests that the overall performance of the player, such as the average, cannot be evaluated using a single factor, and the overall evaluation of factors such as consistency, the overall runs made, and the impact of the match must be taken into consideration. The advanced techniques, such as data analysis and statistical modeling, are widely used for the identification of the overall pattern and the differences related to the performance of the player. The overall data can help in the comparative evaluation of the overall performance of the top performers, such as Virat Kohli, Steve Smith, Joe Root, and Kane Williamson, and provide insights related to the overall performance of the player.
Critical Review Of Fab 4 Performance:
According to the Cricbooth Fab 4 Cricket Expert Guide, the term “Fab 4” is defined as the four contemporary cricketing greats who have consistently dominated the game. These players include Virat Kohli, Steve Smith, Joe Root, and Kane Williamson. The article also states that the Fab 4 have their own style and strengths. Virat Kohli is the master of limited-overs cricket and chasing, while Steve Smith is the master of Test cricket and is incredibly consistent. Joe Root is the master of scoring the most runs and adapting to the conditions, while Kane Williamson is the master of remaining calm and scoring under pressure. The article also states that the Fab 4 have set the benchmark for contemporary cricket and are compared in various ways.
Data Collection:
The data for this study was collected using primary research methods via a structured survey distributed through Google Forms. A total of 30 responses were recorded. Participants were asked to rate the fab 4 Virat Kohli, Kane Williamson, Steve Smith, Joe Root—on a scale of 1 to 10 based on their overall performance, and consistency, and a One-Way ANOVA was calculated on the compiled data.
Data Analysis:
Summary:
|
Groups |
Count |
Sum |
Average |
Variance |
|
Column 1 |
30 |
273 |
9.1 |
1.196552 |
|
Column 2 |
30 |
245 |
8.166667 |
1.454023 |
|
Column 3 |
30 |
230 |
7.666667 |
1.678161 |
|
Column 4 |
30 |
235 |
7.833333 |
1.66092 |
Anova:
|
Source of variation |
SS |
df |
MS |
F |
P-Value |
F Crit |
|
Between Groups |
36.89167 |
3 |
12.29722 |
8.212307 |
5.3E-05 |
2.68280-9 |
|
Within Groups |
173.7 |
116 |
1.497414 |
|
|
|
|
Total |
210.5917 |
119 |
|
|
|
|
H0: Virat Kohli, Kane Williamson, Steve Smith, Joe Root.
H1: Any one of them is different.
Conclusion:
As calculated F(8.212307) is more than F crit (2.682809). Accept H1, meaning any one of them is different.
References:
Cricbooth (2023). Fab 4 Cricket Expert Guide.
Siddhu, N. S. (2023). Cricket Fab4 Analysis for Test Format. Kaggle.