RUIN THEORY OF INSURANCE PRODUCTS USING THE CRAMER-LUNDBERG MODEL WITH THE ADDITION OF INVESTMENTS

Ruin Theory has been developing since 1903, eventually leading to the creation of the Cramer-Lundberg Model in 1930 to analyze an insurance company's need to meet all its financial obligations. However, from 2009 to 2024, at least six cases of insurance company defaults occurred in Indonesia, w...

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Main Author: Islami, Firman
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/85676
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:85676
spelling id-itb.:856762024-09-09T07:45:23ZRUIN THEORY OF INSURANCE PRODUCTS USING THE CRAMER-LUNDBERG MODEL WITH THE ADDITION OF INVESTMENTS Islami, Firman Indonesia Final Project Ruin Theory, Cramer-Lundberg Model, Surplus Process, Premium Loading, Claim Distribution, R Simulation, Investment. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/85676 Ruin Theory has been developing since 1903, eventually leading to the creation of the Cramer-Lundberg Model in 1930 to analyze an insurance company's need to meet all its financial obligations. However, from 2009 to 2024, at least six cases of insurance company defaults occurred in Indonesia, with amounts ranging from billions to tens of trillions of rupiah. This report discusses the mathematical structure of the Classic Cramer-Lundberg Model, which is frequently used in the insurance industry. This simple model includes initial capital, a fixed premium rate, and an assumed claim distribution. It is derived that the survival probability of a company increases with higher initial capital. Furthermore, if the premium rate does not meet a criterion known as the “net profit condition,” the probability of bankruptcy will be 100% for a surplus process that continues indefinitely. The report also explores the Cramer-Lundberg Model with three common claim distributions: Exponential, Hyper-exponential, and Erlang. Theoretical curves will be verified through simulations written in R. It is found that the simulation results align with theoretical results, both without investment and with investment. Additionally, it is observed that the addition of investment can increase the probability of survival even with a negative premium loading value. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Ruin Theory has been developing since 1903, eventually leading to the creation of the Cramer-Lundberg Model in 1930 to analyze an insurance company's need to meet all its financial obligations. However, from 2009 to 2024, at least six cases of insurance company defaults occurred in Indonesia, with amounts ranging from billions to tens of trillions of rupiah. This report discusses the mathematical structure of the Classic Cramer-Lundberg Model, which is frequently used in the insurance industry. This simple model includes initial capital, a fixed premium rate, and an assumed claim distribution. It is derived that the survival probability of a company increases with higher initial capital. Furthermore, if the premium rate does not meet a criterion known as the “net profit condition,” the probability of bankruptcy will be 100% for a surplus process that continues indefinitely. The report also explores the Cramer-Lundberg Model with three common claim distributions: Exponential, Hyper-exponential, and Erlang. Theoretical curves will be verified through simulations written in R. It is found that the simulation results align with theoretical results, both without investment and with investment. Additionally, it is observed that the addition of investment can increase the probability of survival even with a negative premium loading value.
format Final Project
author Islami, Firman
spellingShingle Islami, Firman
RUIN THEORY OF INSURANCE PRODUCTS USING THE CRAMER-LUNDBERG MODEL WITH THE ADDITION OF INVESTMENTS
author_facet Islami, Firman
author_sort Islami, Firman
title RUIN THEORY OF INSURANCE PRODUCTS USING THE CRAMER-LUNDBERG MODEL WITH THE ADDITION OF INVESTMENTS
title_short RUIN THEORY OF INSURANCE PRODUCTS USING THE CRAMER-LUNDBERG MODEL WITH THE ADDITION OF INVESTMENTS
title_full RUIN THEORY OF INSURANCE PRODUCTS USING THE CRAMER-LUNDBERG MODEL WITH THE ADDITION OF INVESTMENTS
title_fullStr RUIN THEORY OF INSURANCE PRODUCTS USING THE CRAMER-LUNDBERG MODEL WITH THE ADDITION OF INVESTMENTS
title_full_unstemmed RUIN THEORY OF INSURANCE PRODUCTS USING THE CRAMER-LUNDBERG MODEL WITH THE ADDITION OF INVESTMENTS
title_sort ruin theory of insurance products using the cramer-lundberg model with the addition of investments
url https://digilib.itb.ac.id/gdl/view/85676
_version_ 1822283194407321600