Prediction of outstanding insurance claims ∗ Claudia

نویسندگان

  • Claudia Klüppelberg
  • Martin Severin
چکیده

Building reserves for outstanding liabilities is an important issue in the financial statement of any insurance company. In this paper we present a new model for delay in claim settlement and to predict IBNR (incurred but not reported) claims. The modelling is based on a data set of a portfolio of car liability data, which describes the claim settlement of a car insurance portfolio. The data consists of about 5 000 realisations of claims, all of which incurred in 1985 and were followed until the end of 1993. In our model, the total claim amount process (S(t))t≥0 is described by a Poisson shot noise model, i.e.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Verteilungsfreie Verfahren in der Schadenreservierung

The prediction of outstanding loss liabilities for a non-life run-o -portfolio as well as the quanti cation of the prediction error is one of the most important actuarial tasks in non-life insurance. In this paper we consider this prediction problem in a multivariate context. More precisely, we derive the predictive distribution of the claims reserves simultaneously for several correlated run-o...

متن کامل

Bayesian Modelling of Outstanding Liabilities Incorporating Claim Count Uncertainty Bayesian Modelling of Outstanding Liabilities Incorporating Claim Count Uncertainty

This paper deals with the prediction of the amount of outstanding claims that an insurance company will pay in the near future. We consider various competing models using Bayesian theory and Markov chain Monte Carlo methods. Claim counts are used in order to add a further hierarchical stage in the usual log-normaland state-space models. By this way, we incorporate information from both the outs...

متن کامل

The Effect of Internal and External Factors on Outstanding Claims of Banks (Case Study of Listed Banks on the Tehran Stock Exchange)

The purpose of this paper is to examine the impact of internal and external factors on the ratio of outstanding claims in those banks which are accepted in Tehran Stock Exchange. For this purpose, we used the data obtained from 8 banks and credit institution active in the Tehran Stock Exchange and using data regression panel.  The present survey was examined over the period 2011 till 2015. The ...

متن کامل

The One-Year Runoff Uncertainty for Discounted Claims Reserves

In old accounting tradition, non-life insurance companies have estimated nominal claims reserves for their outstanding loss liabilities. The new Solvency II developments require from non-life insurance companies that they go over to a market-consistent valuation of their insurance liabilities (full balance sheet approach) and that they prove solvency on a yearly basis. As a consequence non-life...

متن کامل

A Robustification of the Chain-Ladder Method

In a non-life insurance business an insurer often needs to build up a reserve to be able to meet his future obligations arising from claims that are known to exist, but for which the actual size is unknown at the time the reserves have to be set. The delay of the actual payment of the claims is, for example, due to long legal procedures or difficulties in determining the size of the claims. The...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2001