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A clinical researcher at a university is analyzing data to estimate the probability of patients adhering to a prescribed medication regimen. The researcher is using
A clinical researcher at a university is analyzing data to estimate the probability of patients adhering to a prescribed medication regimen. The researcher is using logistic regression, where the dependent variable is binary: 1 if the patient adheres to the medication regimen, and 0 otherwise. The independent variables include age (in years), gender (male or female), and the presence of chronic conditions (yes or no). Python produced the following logistic regression coefficients: Intercept: -0.50 Age: 0.02 Gender (Male): 0.15 Chronic Conditions (Yes): -0.25 Based on this model, estimate the probability of medication adherence for a 40-year-old male patient with no chronic conditions
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