My goal was to understand if height, weight and BMI of the athletes would affect the performance in a game. The performance was divide in high and low performance in order to apply an independent samples t-test.
Question: Do the physical characteristics affect the performance in a game?
1st H0: Physical characteristics of a squad do not affect the result obtained in a game
2nd H0: Physical characteristics of a squad do not affect the scored goals in a game
3rd H0: Physical characteristics of a squad do not affect the conceded goals in a game
4th H0: Physical characteristics of a squad do not affect how goals are scored in a game
5th H0: Physical characteristics of a squad do not affect how goals are conceded in a game
Results: We don't reject the five hypothesis, so an athletes height, weight and BMI do not affect the performance in a game.
After this statistical analysis, a tableau dashboard was made to coach in order for him to better understand his squad statistics. Link to tableau: https://public.tableau.com/profile/tom.s.marques#!/vizhome/EDASCPWP/Dashboard1?publish=yes