1)
applying chi square goodness of fit test: |
relative | observed | Expected | Chi square | ||
Category | frequency(p) | Oi | Ei=total*p | R2i=(Oi-Ei)2/Ei | |
1 | 1/5 | 13 | 11.00 | 0.364 | |
2 | 1/5 | 5 | 11.00 | 3.273 | |
3 | 1/5 | 14 | 11.00 | 0.818 | |
4 | 1/5 | 15 | 11.00 | 1.455 | |
5 | 1/5 | 8 | 11.00 | 0.818 | |
total | 1.00 | 55 | 55 | 6.73 | |
test statistic X2= | 6.727 |
degree of freedom =categories-1= | 4 |
p value = | 0.1510 | from excel: chidist(6.727,4) |
fail to reject the null since p value >0.05
2)
Applying chi square test of homogeneity |
Expected | Ei=row total*column total/grand total | Tordol | Placebo | Naproxen | Tylenol | Asvil | Total |
Dizziness | 83.8609 | 37.7030 | 27.6300 | 7.8278 | 6.9783 | 164 | |
No Dizziness | 4062.1391 | 1826.2970 | 1338.3700 | 379.1722 | 338.0217 | 7944 | |
total | 4146 | 1864 | 1366 | 387 | 345 | 8108 | |
chi square χ2 | =(Oi-Ei)2/Ei | Tordol | Placebo | Naproxen | Tylenol | Asvil | Total |
Dizziness | 0.009 | 0.863 | 2.536 | 1.022 | 0.150 | 4.5782 | |
No Dizziness | 0.000 | 0.018 | 0.052 | 0.021 | 0.003 | 0.0945 | |
total | 0.0090 | 0.8805 | 2.5879 | 1.0426 | 0.1527 | 4.6727 | |
test statistic X2= | 4.67 | ||||||
p value = | 0.3226 | from excel: chidist(4.6727,4) |
fail to reject the null
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