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Package CASdatasets
CASdatasets: Insurance datasets
A collection of datasets, originally for the book 'Computational Actuarial Science with R' edited by Arthur Charpentier
(CAS with R ).
Now, the package contains a large variety of actuarial datasets.
Version:
1.2-0
Depends:
R (>= 3.6.0),
xts ,
survival
Imports:
lattice
Suggests:
sp ,
sf ;
knitr ,
kableExtra ,
quarto ,
rmarkdown ;
AER ,
boot ,
broom ,
ChainLadder ,
caret ,
demography ,
dplyr ,
forecast ,
ggplot2 ,
glmnet ,
locfit ,
MASS ,
mgcv ,
pscl ,
rainbow ,
ranger ,
RColorBrewer ,
tidyr ,
tidyverse ,
wesanderson
Published:
2024-10-09
Author:
Christophe Dutang [aut, cre], [ctb]
Christophe Dutang
[aut, cre],
Arthur Charpentier
[aut],
Ewen Gallic
[ctb],
Julien Siharath [ctb].
Maintainer:
Christophe Dutang <christophe.dutang at ensimag.fr>
License:
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
BugReports:
https://github.com/dutangc/CASdatasets/issues
URL:
https://dutangc.github.io/CASdatasets/
NeedsCompilation: yes
Citation:
To cite CASdatasets in publications use:
C. Dutang and A. Charpentier (2024), CASdatasets: Insurance datasets,
R package version 1.2-0, DOI 10.57745/P0KHAG .
Materials: NEWS
In views:
ActuarialScience
Documentation:
Downloads:
Package source:
CASdatasets_1.2-0.tar.gz
Package installation:
Please make sure that xts ,
zoo packages are installed.
Use this R repository within R via
install.packages("CASdatasets", repos = "https://dutangc.perso.math.cnrs.fr/RRepository/pub/", type="source")
library(CASdatasets)
?CASdatasets
Misc:
Contests, case studies, benchmarks or education usage:
Kaggle contest and
a corresponding notebook with
GLM, Neural Nets and XGBoost ,
ADS : the Swiss Association of Actuaries' Initiative,
DAV : the Data Science Challenges of the German Association of Actuaries,
Nesting Classical Actuarial Models into Neural Networks published by Schelldorfer, Wuthrich (2019)
on SSRN,
scikitlearn:
benchmarks and
tutorial for GLMs.
Datasets used in some actuarial programs :
Dauphine Paris, France,
DUAS Strasbourg, France,
ENSAE Paris, France,
ISFA Lyon, France,
Univ. Laval Quebéc, Canada,
UQAM Montréal, Canada,