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 04 Jun. 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

shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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