What SPSS label corresponds to the odds ratio, indicating the change in odds for a unit change in the predictor in logistic regression?

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Multiple Choice

What SPSS label corresponds to the odds ratio, indicating the change in odds for a unit change in the predictor in logistic regression?

Explanation:
In logistic regression, the model estimates log odds of the outcome as a linear function of the predictors. The coefficient B is the change in log odds per one-unit increase in a predictor, and to interpret it on the odds scale you exponentiate B. The resulting value is the odds ratio, showing how the odds change for a one-unit increase in the predictor. In SPSS output, this odds ratio is labeled Exp(B). So the label corresponding to the odds ratio is Exp(B). The other options don’t fit: the F-statistic relates to overall model significance, not a per-predictor odds change; Eta squared is an effect size measure from ANOVA; Extraction is a term from factor analysis.

In logistic regression, the model estimates log odds of the outcome as a linear function of the predictors. The coefficient B is the change in log odds per one-unit increase in a predictor, and to interpret it on the odds scale you exponentiate B. The resulting value is the odds ratio, showing how the odds change for a one-unit increase in the predictor. In SPSS output, this odds ratio is labeled Exp(B). So the label corresponding to the odds ratio is Exp(B).

The other options don’t fit: the F-statistic relates to overall model significance, not a per-predictor odds change; Eta squared is an effect size measure from ANOVA; Extraction is a term from factor analysis.

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