Question

In: Statistics and Probability

5. An analysis of the fat content, X % of a random sample of 175 particular...

5. An analysis of the fat content, X % of a random sample of 175 particular burgers resulted in the following table.

Fat Content No of Burgers
26 ≤ ? ≤ 28 7
28 ≤ ? ≤ 30 22
30 ≤ ? ≤ 32 36
32 ≤ ? ≤ 34 45
34 ≤ ? ≤ 36 33
36 ≤ ? ≤ 38 28
38 ≤ ? ≤ 40 4

Can it be assumed that the fat content of this grade of the burger is normally distributed?

Solutions

Expert Solution

Ho: distribution is normal probability distribution
Ha: distribution is not the normal probability distribution

mean,µ=   33
std dev,s=   2.91

total observation , n =   175

lower bound upper bound percentage observed frequency,O expected frequency ( E )=5 (O-E)²/E
26.00 28.00 0.0429 7 7.50 0.034
28.00 30.00 0.1084 22 18.97 0.483
30.00 32.00 0.2143 36 37.50 0.060
32.00 34.00 0.2689 45 47.05 0.090
34.00 36.00 0.2143 33 37.50 0.539
36.00 38.00 0.1084 28 18.97 4.297
38.00 40.00 0.04 4 7.50 1.636

chi square test statistic,X² = Σ(O-E)²/E =   7.139

level of significance, α=   0.05              
Degree of freedom=k-3 =    7     -   3   =   4

Critical value =    9.4877   [ Excel function: =chisq.inv.rt(α,df) ]          
decision: Fail to reject Ho

it can be assumed that the fat content of this grade of the burger is normally distributed


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