SynthETIC-package: SynthETIC: Synthetic Experience Tracking Insurance Claims

In SynthETIC: Synthetic Experience Tracking Insurance Claims

SynthETIC: Synthetic Experience Tracking Insurance Claims

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" <arXiv:2008.05693>.

Author(s)

Maintainer: Melantha Wang [e-mail]

Authors:

• Benjamin Avanzi [e-mail]

• Greg Taylor [e-mail]

• Bernard Wong [e-mail]

See Also

Useful links:

• https://github.com/agi-lab/SynthETIC

• Report bugs at https://github.com/agi-lab/SynthETIC/issues

SynthETIC documentation built on Sept. 3, 2023, 5:06 p.m.