Question
Obs Financial Condition TotCap/Assets TotExp/Assets TotLns&Lses/Assets 1 1 9.7 0.12 0.65 2 1 1 0.11 0.62 3 1 6.9 0.09 1.02 4 1 5.8 0.1
Obs | Financial Condition | TotCap/Assets | TotExp/Assets | TotLns&Lses/Assets |
1 | 1 | 9.7 | 0.12 | 0.65 |
2 | 1 | 1 | 0.11 | 0.62 |
3 | 1 | 6.9 | 0.09 | 1.02 |
4 | 1 | 5.8 | 0.1 | 0.67 |
5 | 1 | 4.3 | 0.11 | 0.69 |
6 | 1 | 9.1 | 0.13 | 0.74 |
7 | 1 | 11.9 | 0.1 | 0.79 |
8 | 1 | 8.1 | 0.13 | 0.63 |
9 | 1 | 9.3 | 0.16 | 0.72 |
10 | 1 | 1.1 | 0.16 | 0.57 |
11 | 0 | 11.1 | 0.08 | 0.43 |
12 | 0 | 20.5 | 0.12 | 0.8 |
13 | 0 | 9.8 | 0.07 | 0.69 |
14 | 0 | 7.9 | 0.08 | 0.53 |
15 | 0 | 9.6 | 0.09 | 0.73 |
16 | 0 | 12.5 | 0.09 | 0.3 |
17 | 0 | 18.3 | 0.08 | 0.49 |
18 | 0 | 7.2 | 0.11 | 0.55 |
19 | 0 | 14 | 0.08 | 0.44 |
20 | 0 | 8.3 | 0.08 | 0.51 |
1. Write the estimated equation that associates the financial condition of a bank with its two predictors in the format of the logit as a function of the predictors.
2. Write the estimated equation that associates the financial condition of a bank with its two predictors in the format of the probability as a function of the predictors.
3. Suppose a bank has TotExp/Assets = 0.12 and TotLns&Lses/Assets = 0.48.
i.What is the estimated probability of weak (class 1)?
ii.Use a cutoff value of 0.5, where probabilities above 0.5 are predicted to be weak, would this bank be classified as weak or strong?
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