Improving Insurance Catastrophic Data with Resampling and GAN Methods

Norbert Dzadz, Maciej Romaniuk

The precise and large dataset concerning catastrophic events is very important for insurers. To improve the quality of such data three methods based on the bootstrap, bootknife, an…