ANNOVA Analysis of NIKE sneakers Options

NIKE SNEAKERS AND THEIR RATINGS. 

AARSH VERMA (021330024006)

Batch:F-3 

ITM Skills University, Kharghar, Navi Mumbai 

 

Introduction 

 Some popular NIKE sneakers in India are Air Force 1’s , Air Jordans , Air Max and Vapour Max these different nike sneakers are known for their different characteristics like comfort, performance, style and for their compact design.

For example:-

Nike Air Jordans are inspired by the famous basketball legend MICHALE JORDAN, legend who inspired generations of basketball players in their basketball journey.

Nike Air Max’s are designed specifically for high-end athletes, such shoes are designed more compact full in order to avoid or reduce the chances of an injury to happen. 

Objective 

To determine whether the customers are in a harmony while selecting Nike Sneakers or their choices vary across the 4 different nike sneakers categories. 

 

Data Collection 

 To conduct this research the data was collected from 25 students through a questionnaire with response ratings scaling from 1– (to) -10, 1 being least preferable and 10 being highest preferable, also post data collection single factor Anova was calculated to analyse the differences in ratings between the mentioned NIKE SNEAKERS

Data Analysis

ANNOVA

           

Source of Variation

SS

df

MS

F

P-value

F crit

Between Groups

28.59

3

9.53

2.275820896

0.0846885109

2.699392598

Within groups

402

96

4.1875

     
             

Total

430.59

99

       

Null Hypothesis(H0) :- There is no significant difference in the average ratings between the NIKE SNEAKERS. 

Alternate Hypothesis(H1) :- There is a significant difference in the average of ratings between at least any 2 NIKE SNEAKERS. 

As the

P-value is 0.084  (which is more than the significant level of 0.05) this indicates that we will accept the Null Hypothesis(H0) and reject the Alternate Hypothesis(H1). 

CONCLUSION

As we accept the Null Hypothesis, we can say that there is no statistically significant difference in the average rating of 4 fashion brands. 

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