Title: One Way ANOVA calculation of 4 best Cricketers.
Author: Siddarth Gupta, MMS, Batch B Roll No. 79
Introduction:
In this analysis Top 4 Cricketers have been taken, namely:
- Virat Kohli:
Virat Kohli, born on November 5, 1988, in Delhi, India, is a prolific right-handed batsman and one of the most celebrated cricketers of his generation. With over 70 international centuries to his name, he holds numerous records, including being the fastest player to score 8,000, 9,000, 10,000, and 11,000 runs in One Day Internationals (ODIs). Kohli’s dedication to fitness and his aggressive captaincy during his tenure as India’s skipper from 2013 to 2021 have solidified his status as a cricketing legend.
- AB de Villers:
AB de Villiers, born on February 17, 1984, in South Africa, is a cricketing sensation known for his incredible versatility and innovation in the sport. Renowned as “Mr. 360” for his ability to play shots all around the ground, de Villiers boasts a remarkable career with numerous records, including being the fastest to reach 8,000, 9,000, and 10,000 runs in One Day Internationals (ODIs). His remarkable wicketkeeping and fielding skills, combined with his explosive batting, have made him one of the most admired cricketers globally.
- David Warner:
David Warner, born on October 27, 1986, in Australia, is a dynamic left-handed opening batsman known for his aggressive style and powerful stroke play. With an impressive international career, Warner has numerous records to his name, including being the first Australian to score centuries in all three formats of the game – Test, One Day International (ODI), and Twenty20 International (T20I). His explosive batting at the top of the order and exceptional fielding skills have established him as one of the most exciting and successful cricketers in the world.
- Chris Gayle:
Chris Gayle, born on September 21, 1979, in Jamaica, is a cricketing giant known for his explosive batting and towering sixes. Nicknamed the “Universal Boss,” Gayle is a T20 cricket icon with a reputation for setting the field ablaze. He holds the record for the most sixes in international cricket and is celebrated for his dominant performances in T20 leagues worldwide, including the Indian Premier League (IPL). Gayle’s fearless approach to the game and his ability to single-handedly change the course of a match make him one of the most captivating and influential cricketers of his era.
Objective: To compare 4 cricket players by ONE Way ANOVA.
Data Collection: Students of our batch were requested to grade these 4 cricketers over their liking, on the scale of 1-10 and ONE Way ANOVA was calculated.
Hypothesis:
H0: All the players are equal (A=B=C=D)
H1: Each player is different.
|
Source of Variance |
SS |
DF |
MSS |
F |
|
Between Groups |
4 |
3 |
1.333 |
|
|
Within Groups |
131.6 |
36 |
3.655 |
|
|
Total |
135.6 |
39 |
|
0.364 |
Result: Table F=0.05,3DF, 36DF = 2.866
As Calculated F=0.364 is lower than tabulated F=2.866, therefore accept H0 and reject H1, which means all the players are different.