Question 1: Full Model – 4 points For this question, use the…
Question 1: Full Model – 4 points For this question, use the trainData. You are tasked with building a full regression model using the dataset “trainData”. Apply the model twice: With the continuous features in their original (unstandardized) form. Call it model1. After standardizing the continuous features (mean = 0, standard deviation = 1). Call it model_std. a. Display the model output for both cases, including the coefficients, p-values. (1 point) b. Interpret the following: How does standardizing of the continuous features affect the magnitude of the coefficients? (1 point) Does standardization influence the statistical significance (p-values) of the predictors? Why or why not? (1 point) Based on your findings, summarize the importance of standardizing features in regression models. (1 point)
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