credit: Credit Score Data From a South German Bank
Description
The credit
data frame has 1000 rows and 8 columns. This are
data for 1000 clients of a south german bank, 700 good payers and
300 bad payers. They are used to construct a credit scoring method.
Format
This data frame contains the following columns:
- Y
-
a factor with levels
buen
mal
, the response variable. buen is the good payers.
- Cuenta
-
a factor with levels
no
good running
bad running
, quality of the credit clients bank account.
- Mes
-
a numeric vector, duration of loan in months.
- Ppag
-
a factor with levels
pre buen pagador
pre mal pagador
, if the client previosly have been a
good or bad payer.
- Uso
-
a factor with levels
privado
profesional
, the use to which the loan is made.
- DM
-
a numeric vector, the size of loan in german marks.
- Sexo
-
a factor with levels
mujer
hombre
, sex of the client.
- Estc
-
a factor with levels
no vive solo
vive solo
, civil state of the client.
Source
Fahrmeier and Tutz, Multivariate Generalized Linear Models,
Springer Verlag.