Other packages > Find by keyword >

SynthETIC  

Synthetic Experience Tracking Insurance Claims
View on CRAN: Click here


Download and install SynthETIC package within the R console
Install from CRAN:
install.packages("SynthETIC")

Install from Github:
library("remotes")
install_github("cran/SynthETIC")

Install by package version:
library("remotes")
install_version("SynthETIC", "1.1.1")



Attach the package and use:
library("SynthETIC")
Maintained by
Melantha Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-24
Latest Update: 2024-01-27
Description:
Creation of an individual claims simulator which generates various features of non-life insurance claims. An initial set of test parameters, designed to mirror the experience of an Auto Liability portfolio, were set up and applied by default to generate a realistic test data set of individual claims (see vignette). The simulated data set then allows practitioners to back-test the validity of various reserving models and to prove and/or disprove certain actuarial assumptions made in claims modelling. The distributional assumptions used to generate this data set can be easily modified by users to match their experiences. Reference: Avanzi B, Taylor G, Wang M, Wong B (2020) "SynthETIC: an individual insurance claim simulator with feature control" <doi:10.48550/arXiv.2008.05693>.
How to cite:
Melantha Wang (2020). SynthETIC: Synthetic Experience Tracking Insurance Claims. R package version 1.1.1, https://cran.r-project.org/web/packages/SynthETIC. Accessed 05 Mar. 2026.
Previous versions and publish date:
0.1.0 (2020-08-24 17:50), 1.0.0 (2021-04-02 14:10), 1.0.1 (2021-06-26 17:50), 1.0.2 (2021-09-03 01:00), 1.0.4 (2023-04-16 09:50), 1.0.5 (2023-09-03 15:50), 1.1.0 (2024-01-28 00:50)
Other packages that cited SynthETIC R package
View SynthETIC citation profile
Other R packages that SynthETIC depends, imports, suggests or enhances
Complete documentation for SynthETIC
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  
ClimClass  
Climate Classification According to Several Indices
Classification of climate according to Koeppen - Geiger, of aridity indices, of continentality indi ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
roccv  
ROC for Cross Validation Results
Cross validate large genetic data while specifying clinical variables that should always be in the m ...
Download / Learn more Package Citations See dependency  
neat  
Efficient Network Enrichment Analysis Test
Includes functions and examples to compute NEAT, the Network Enrichment Analysis Test described in ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA