Below please find the logistic regression output for having a college education

Question

Below please find the logistic regression output for having a college education (X factor) and the odds of divorce (Y factor): a. What does this logistic regression indicate the odds Ratio (OR) is for college-educated spouses of divorcing, compared to non-college-educated spouses? b. How much more or less likely are college-educated spouses to divorce, compared to non-college educated spouses (in percentage terms)? c. Is this relationship statistically significant? d. Precisely how statistically confident are you that there is a relationship between college education and divorce (look at your p value-significance)?

Explanation / Answer

Answer:

a).odds ratio= 0.108

0.108 times less likely that college educated spouses to diverse compared to non college educated spouses.

b).

1-0.108 =0.892

89.2% less likely that college educated spouses to diverse compared to non college educated spouses.

c).

calculated P=0.000 which is < 0.05 level.

The relation is significant.

d). calculated P=0.000 which is < 0.001 level

we are 99.9% confident.

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