The Spss Dataset Acredit Risk
Essay by ting36623 • July 21, 2015 • Essay • 376 Words (2 Pages) • 1,340 Views
Coursework
- The 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 | Label | |
1 | Risk | |
2 | Status | Status of existing checking account |
3 | Duration | Duration (months) |
4 | Purpose | Purpose |
5 | Amount | Credit amount |
6 | Accounts | Savings account/bonds |
7 | Employment | Present employment duration |
8 | Rate | Instalment rate as percentage of disposable income |
9 | Residence | Years at present residence |
10 | Age | Age in years |
11 | Sex | |
12 | Housing | |
13 | Credits | Number of existing credits at this bank |
14 | Telephone | |
- Use 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)
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