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A paper described a survey of 497 undergraduate students at a state university in the southwestern region of the United State
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Answer #1

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H0:class attending and body art response are independent.

Ha:class attending and body art response are not independent

Observed(fo)
body piercing Tattoos both None Total
Freshman 61 7 16 86 170
sophomore 45 11 10 64 130
junior 20 9 7 43 79
senior 21 17 24 56 118
Total 147 44 57 249 497
Expected(fe)
body piercing Tattoos both None Total
Freshman 50.28 15.05 19.50 85.17 170
sophomore 38.45 11.51 14.91 65.13 130
junior 23.37 6.99 9.06 39.58 79
senior 34.90 10.45 13.53 59.12 118
Total 147 44 249 440
Chi square=(fo-fe)^2/fe
body piercing Tattoos both None Total
Freshman 2.285 4.306 0.627 0.008 7.226
sophomore 1.116 0.023 1.617 0.020 2.774
junior 0.485 0.575 0.469 0.296 1.824
senior 5.537 4.111 8.095 0.165 17.908
Total 9.422 9.015 10.808 0.488 29.733

Test statistic:

chi square=29.73

df=(4-1)*(4-1)=9

p-value=CHIDIST(29.733,9)=0.0005

Reject H0.There is convincing evidence to conclude that there is an association between class attending and response to the body art question.

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