How would I assess the strength and pattern of a relationship using the Phi meas

Question

How would I assess the strength and pattern of a relationship using the Phi measure of association, on a Bivariate table?

The given table is bivariate in nature with two rows and two columns. Therefore, find column percentages and use Crammer's V, and maximum difference to analyze relationship among gender and right to abortion. The column percentage table is as follows: 41.75 100 Totals 100 Preceding table indicates with change in perc entages, there exist association among the variables, that is female do not support the right to abortion with majority

Explanation / Answer

here applying chi test on above

for above chi stat value =0.042 at 1 degree of freedom; p vlaue =0.8371

as p value is significantly higher; hence we can not reject that they are indpenedent

Observed O male female Total yes 41.78 40.35 82.13 no 58.22 59.65 117.87 Total 100 100 200 Expected E=rowtotal*column total/grand total male female Total yes 41.065 41.065 82.13 no 58.935 58.935 117.87 Total 100 100 200 chi square =(O-E)^2/E male female Total yes 0.012 0.012 0.025 no 0.009 0.009 0.017 Total 0.021 0.021 0.042

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