Problem 1 Churn analysisGiven the large number of competitors, cell phone carriers are very interested in analyzing and predicting customer retention and churn. The primary goal of churn analysis is to identify those customers that are most likely to discontinue using your service or product. The dataset churn_train.csv contains information about a random sample of customers of a cell phone company.The company is interested in a churn predictive model that identifies the most important predictors affecting probability of switching to a different mobile phone company (churn = 1). Answer the following questions:Create two boxplots to analyze the observed values of age and PCT_CHNG_BILL_AMT by churn value. Analyze the boxplots and discuss how customer age and changes in bill amount affect churn probabilities. Include the boxplots.Using a selection method, fit the final logistic regression model to predict the churn probability using the data in the dataset (Churn is the response variable and the remaining variables are the independent x-variables). Include the SAS output. Write down the expression of the fitted model. Analyze the final logistic regression model and discuss the effect of each variable on the churn probability. Using SAS, compute the predicted churn probability and the confidence interval for a male customer who is 43 years old, and has the following information LAST_PRICE_PLAN_CHNG_DAY_CNT=0, TOT_ACTV_SRV_CN=4, PCT_CHNG_IB_SMS_CNT= 1.04, PCT_CHNG_BILL_AMT= 1.19, and COMPLAINT =1. Include the output, interpret and explain the 3 values you obtained.Copy and paste your FULL SAS code into the word document along with your answers.

Watch the video (will be uploaded in the comments once tutor selected) on Jeremy Bentham and learn the difference between the facts and myths about him. Complete both part A and B below.A) Discuss Bentham’s ideas presented in this video. What do you think life would be like today had his ideas never have been exposed to the world? What would be similar about life, and what would be different?.B) Choose which of the major ethical systems most closely matches your personal views, and explain how you arrived at this choice. Is this ethical system absolute, or is there a “situational” exception to the rule? Make sure to relate this idea to what you perceive as good according to your own values and the guidelines identified in the chapter. Select another system and complete an ethical pyramaid for the following ethical dilemma.You are a manager of a retail store. You are given permission by the owner of the store to hire a fellow classmate to help out. One day you see the classmate take some clothing from the store. When confronted by you, the peer laughs it off and says the owner is insured, no one is hurt, and it was under $100. “Besides,” says your acquaintance, “friends stick together, right?” What would you do?Remember to include:Situation, Rules, Ethical SystemResources: only the video provided.PLAGIARISM WILL NOT BE ACCEPTED. PLEASE WRITE MOSTLY IN YOUR OWN WORDS.