Question

In: Statistics and Probability

Sales of People magazine are compared over a 5-week period at four Borders outlets in Chicago....

Sales of People magazine are compared over a 5-week period at four Borders outlets in Chicago.

Weekly Sales
Store 1 Store 2 Store 3 Store 4
103 95 87 100
  105 73 89 117
106 79 74 88
115 78 106 101
114 99 94 100

Fill in the missing data. (Round your p-value to 4 decimal places, mean values to 1 decimal place, and other answers to 3 decimal places.)

Treatment Mean    n Std. Dev
Store 1         
Store 2         
Store 3         
Store 4         
One-Factor ANOVA
  Source SS     df    MS F p-value
  Treatment               
  Error         
  
  Total      
   
(a) You will need to run the One-Way ANOVA to test the following hypotheses:
H0: μ1 = μ2 = μ3 = μ4
H1: Not all the means are equal
α = 0.05

  
(b) Determine the value of F. (Round your answer to 2 decimal places.)
  F-value   

(c)Determine the p-value. (Round your answer to 4 decimal places.)

  p-value  

(d)

On the basis of the above-determined values, choose the correct decision from below.



Fail to reject the null hypothesis.
Reject the null hypothesis.

Solutions

Expert Solution

SSbetween = SStotal - SSwithin​ = 3346.55 - 1610.8

SSbetween = 1735.75

Based on above calculation following are answers for each questions

Analysis of Variance Summary Table

Source    Sum of Squares    Degrees of Freedom (df)    Mean Square    F test value    P-value
Between    SSB = 1735.750 k - 1 = 3    MSB = 578.583 F = 5.747 0.0073
Within (error)    SSW = 1610.8    N - k = 16    MSW = 100.675       
Total    3346.550 19           

F-value = 5.75

P-value = 0.0073 (Obtained using online calculator for F(3,16) = 5.747. Screenshot attached)

Since p-value = 0.0073 < α = 0.05, reject the null hypothesis.


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