Question

In: Statistics and Probability

In the 1990’s the mean song length was 240 seconds (4 minutes) long, and many believe...

In the 1990’s the mean song length was 240 seconds (4 minutes) long, and many believe songs are shorter in length now. A simple random sample of current 40 popular songs is obtained with sample mean 202 seconds and sample standard deviation 27 seconds. Conduct an appropriate test (classical method or P-value method) to conclude if the mean song length is less than 240 seconds at an 1% significance level. Do not use the T-test feature of your calculator.

Solutions

Expert Solution

Ho :   µ =   240                  
Ha :   µ <   240       (Left tail test)          
                          
Level of Significance ,    α =    0.01                  
sample std dev ,    s =    27.0000                  
Sample Size ,   n =    40                  
Sample Mean,    x̅ =   202.0000                  
                          
degree of freedom=   DF=n-1=   39                  
                          
Standard Error , SE = s/√n =   27.0000   / √    40   =   4.2691      
t-test statistic= (x̅ - µ )/SE = (   202.000   -   240   ) /    4.2691   =   -8.90
                                
                          
p-Value   =   0.0000     


Decision:   p-value<α, Reject null hypothesis

                      
Conclusion: There is enough evidence to  conclude that mean song length is less than 240 seconds    

...........

  

THANKS

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