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A researcher has collected data on the number of students passing a course (Success = 1, Failure = 0) based on the number of
A researcher has collected data on the number of students passing a course (Success = 1, Failure = 0) based on the number of hours spent studying and whether the student attended the tutoring sessions provided (Yes = 1, No = 0). The dataset is as follows: 15 D82456 Hours_Studied 10 Tutoring Pass 1 1 0 0 12 1 1 0 0 1 1 0 0 1 1 0 1 a. 9 7 Fit a logistic regression model to the data using the appropriate link function. Interpret the coefficients. b. Calculate the deviance of the model and explain its significance. C. Perform a likelihood ratio test comparing the full model to the null model (intercept only). d. Based on the results of the likelihood ratio test, provide a conclusion about the importance of the predictor variables.
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