SingaporeAuto {insuranceData} | R Documentation |
Singapore Automobile Claims
Description
The data is from the General Insurance Association of Singapore, an organization consisting of general (property and casualty) insurers in Singapore (see the organization's website: www.gia.org.sg). From this database, several characteristics are available to explain automobile accident frequency. These characteristics include vehicle variables, such as type and age, as well as person level variables, such as age, gender and prior driving experience.
Usage
data(SingaporeAuto)
Format
A data frame with 7483 observations on the following 15 variables.
SexInsured
a factor with levels
F
M
U
Female
a numeric vector
VehicleType
a factor with levels
A
G
M
P
Q
S
T
W
Z
PC
a numeric vector
Clm_Count
a numeric vector
Exp_weights
a numeric vector
LNWEIGHT
a numeric vector
NCD
a numeric vector
AgeCat
a numeric vector
AutoAge0
a numeric vector
AutoAge1
a numeric vector
AutoAge2
a numeric vector
AutoAge
a numeric vector
VAgeCat
a numeric vector
VAgecat1
a numeric vector
Details
http://instruction.bus.wisc.edu/jfrees/jfreesbooks/Regression%20Modeling/BookWebDec2010/
DataDescriptions.pdf
Source
http://instruction.bus.wisc.edu/jfrees/jfreesbooks/Regression%20Modeling/BookWebDec2010/data.html
References
Frees E.W., Valdez E.A. (2008), Hierarchical insurance claims modeling, ,,Journal of the American Statistical Association", 103(484), p. 1457-1469.
Frees E.W. (2010), Regression Modeling with Actuarial and Financial Applications, Cambridge University Press.
Examples
data(SingaporeAuto)
## maybe str(SingaporeAuto) ; plot(SingaporeAuto) ...