Journal of Management and Bussines (JOMB)
Vol 4 No 1 (2022): Journal of Management and Bussines (JOMB)

Model Berbasis Copula untuk Estimasi Kerugian Agregat dalam Asuransi Kecelakaan Lalu Lintas

Ana Kristiana (Universitas Indonesia)
Yogo Purwono (Universitas Indonesia)



Article Info

Publish Date
30 Jun 2022

Abstract

This study aims to determine the copula-based model for estimating aggregate losses in traffic accident insurance. This research method is descriptive quantitative. Determination of the best model and the accuracy of the model is determined based on the Akaike Information Criterion (AIC), the smallest Root Mean Square Error (RMSE), and the Vuong Test. The results of the study, there is a dependency relationship or correlation between the frequency of claims and the severity of claims, so that copula is used to model the frequency of claims with a poison distribution and claim severity with a gamma distribution. In conclusion, the clayton copula model is the best model for estimating aggregate losses at the insurance company PT XYZ in the future. Keywords: Insurance, Loss, Correlation, Copula

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Journal Info

Abbrev

JOMB

Publisher

Subject

Description

Journal of Management and Bussines (JOMB) focus dan scopenya meliputi; Manajemen Keuangan, Manajemen Pemasaran, Manajemen Sumber Daya Manusia, Manajemen Operasional, Manajemen Sistem Informasi, Manajemen Pajak dan, Administrasi ...