Question

In: Statistics and Probability

A die is rolled 120 times to see if it is fair. The table below shows...

A die is rolled 120 times to see if it is fair. The table below shows the outcomes. Face Value 1 2 3 4 5 6 Observed Frequency 15 18 26 20 14 27 What can be concluded using a level of significance of 0.05?

H0: The distribution is uniform.

H1: The distribution is not uniform.

p-Value =

Conclusion: There is insufficient or There is evidence

Solutions

Expert Solution

Answer:

Given that:

A die is rolled 120 times to see if it is fair. The table below shows the outcomes.

Face Value 1 2 3 4 5 6

Observed Frequency 15 18 26 20 14 27

Chi square test for Goodness of fit
  
expected frequncy,E = expected proportions*total frequency

expected frequncy,E=1/6 *120

expected frequncy,E = 20

total frequency= 120

observed frequencey, O expected frequency,E (O-E)^2/E
15 20.00 1.250
18 20.00 0.200
26 20.00 1.800
20 20.00 0.000
14 20.00 1.800
27 20.00 2.450

chi square test statistic,

chi square test statistic,
  
level of significance, = 0.05


Degree of freedom=k-1

Degree of freedom = 6 -1

Degree of freedom = 5
  
P value = 0.1860 [ excel function: =chisq.dist.rt(test-stat,df) ]


Decision:

P value >α , Do not reject Ho


conclusion: there is not enough evidence to conclude that distributon is not uniform


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