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Loaded Die? A gambler thinks a die may be loaded, that is, that the six numbers are not equally likely. To test his suspicion, he rolled the die 150 times and obtained the data shown in the following table.

Number

1

2

3

4

5

6

Frequency

23

26

23

21

31

26


Do the data provide sufficient evidence to conclude that the die is loaded? Perform the hypothesis test at the 0.05 level of significance.

Short Answer

Expert verified

Ans: The data do not provide sufficient evidence to conclude that the die is loaded at 0.05of significance.

Step by step solution

01

Step 1. Given information.

given,

Number

1

2

3

4

5

6

Frequency

23

26

23

21

31

26

02

Step 2. First, we will test whether the data provide sufficient evidence to indicate that the die is loaded.

The test hypothesis:

H0: The data provides sufficient evidence to show that the dice were not loaded, that is, all six numbers have equal probability.

Ha: The data provide sufficient evidence to indicate that the die is loaded

Calculating the Goodness of fit:

Number

Observed frequencies

Relative frequencies

Expected frequencies

Obs- Exp

(Obs-Exp)2Exp

1

23

16

25

-2

0.16

2

26

16

25

1

0.04

3

23

16

25

-2

0.16

4 21
25 -4 0.64

5

31

16

25

6

1.44

6

26

16

25

1

0.04

∑(Obs−Exp)2Exp=2.48

03

Step 3. The degrees of freedom of the given data are, 

=k-1=6-1=5

Critical value is χ0.0525dfis11.070

The value of the test statistic is,

X2=2.48

χ2=2.48<χ0.052=11.070, because it does not fall in the rejection region.

Thus, we do not reject the null hypothesis, H0

Therefore, we do not reject localid="1652033723048" H0:H0Variable distribution of the given problem.

Therefore, the data provide sufficient evidence to show that the dice were not loaded, that is, all six numbers have the same probability.

And, The data do not provide sufficient evidence to show that deaths were loaded at a 5% value.

localid="1652033609570" =11.070χ2<11.070p=0.780>0.05So,HOshould be rejected.

The data do not provide sufficient evidence to conclude that the die is loaded at 0.05of significance.

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