Essay About Variable Label1Risk2Statusstatus And 7Employmentpresent Employment Duration8Rateinstalment Rate

The Spss Dataset Acredit Risk
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CourseworkThe SPSS dataset ACredit Risk.sav contains information a pilot survey consisting of customers chosen at random to investigate credit worthiness.  The variables and their coding are given below. Variable Label1Risk2StatusStatus of existing checking account3DurationDuration (months)4PurposePurpose5AmountCredit amount6AccountsSavings account/bonds7EmploymentPresent employment duration8RateInstalment rate as percentage of disposable income9ResidenceYears at present residence10AgeAge in years11Sex12Housing13CreditsNumber of existing credits at this bank14TelephoneUse SPSS to produce appropriate summary statistics (including statistical tests) and charts to investigate the data set.  Comprehensive univariate and multivariate data exploration and summaries are expected.  Your submission can be up to 12 pages including tables, graphs and explanations as to what the analysis describes (1,200 words max).        (25)Fit a model to predict the customers’ risk based on the variables in the dataset.  Comment on your choice of variables and interpret the effects of the variables in the model.Calculate the risk of a man of age 45 with the following characteristics; Status 0-200, 18 month duration, for a new car , £2000, Accounts <100, 5 years employment, 2% rate, 4yrs residence, renting, 1 existing credit, no phone.        (15)