S3E17: Logistic Regression: 2 Logit 2 Quit
Quantitude
Understanding Exponentiation in Odds Ratios
A one-unit increase in family conflict results in a 49% increase in the odds of early alcohol use onset. This is derived from the exponentiated value of the slope, which reflects a multiplicative change in odds. Such relationships illustrate how statistical models quantify the impact of variables, emphasizing the importance of accurately interpreting these values when discussing odds ratios in the context of behavioral outcomes.
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