Paid-Incurred Chain Claims Reserving Method

We present a novel stochastic model for claims reserving that allows us to combine claims payments and incurred losses information. The main idea is to combine two claims reserving models (Hertig's (1985) model and Gogol's (1993) model ) leading to a log-normal paid-incurred chain (PIC) model. Using a Bayesian point of view for the parameter modelling we derive in this Bayesian PIC model the full predictive distribution of the outstanding loss liabilities. On the one hand, this allows for an analytical calculation of the claims reserves and the corresponding conditional mean square error of prediction. On the other hand, simulation algorithms provide any other statistics and risk measure on these claims reserves.

[1]  Leigh J. Halliwell Modeling Paid and Incurred Losses Together , 2009 .

[2]  Franco Moriconi,et al.  Recursive Credibility Formula for Chain Ladder Factors and the Claims Development Result , 2009, ASTIN Bulletin.

[3]  David P. M. Scollnik,et al.  Actuarial Modeling with MCMC and BUGs , 2001 .

[4]  Brian D. Ripley,et al.  Stochastic Simulation , 2005 .

[5]  David Williams,et al.  Probability with Martingales , 1991, Cambridge mathematical textbooks.

[6]  Alois Gisler,et al.  Credibility for the Chain Ladder Reserving Method , 2008 .

[7]  Gerhard Quarg,et al.  Munich chain ladder , 2004 .

[8]  Richard Verrall,et al.  Bootstrap Estimation of the Predictive Distributions of Reserves Using Paid and Incurred Claims , 2010 .

[9]  Joakim Hertig A Statistical Approach to IBNR-Reserves in Marine Reinsurance* , 1985 .

[10]  A credibility approach to the munich chain-ladder method , 2006 .

[11]  Peter Green,et al.  Markov chain Monte Carlo in Practice , 1996 .

[12]  A. Gelman,et al.  Weak convergence and optimal scaling of random walk Metropolis algorithms , 1997 .

[13]  G. Venter Distribution and Value of Reserves Using Paid and Incurred Triangles , 2008 .

[14]  E. Cator,et al.  Combined Analysis of Paid and Incurred Losses , 2008 .

[15]  L. Halliwell Conjoint prediction of paid and incurred losses , 1998 .

[16]  Xiao-Li Meng,et al.  The Art of Data Augmentation , 2001 .

[17]  Sebastian Happ,et al.  PAID-INCURRED CHAIN RESERVING METHOD WITH DEPENDENCE MODELING , 2011, ASTIN Bulletin.

[18]  M. Merz,et al.  CLAIMS DEVELOPMENT RESULT FOR COMBINED CLAIMS INCURRED AND CLAIMS PAID DATA , 2009 .

[19]  M. Merz,et al.  Stochastic Claims Reserving Methods in Insurance , 2008 .

[20]  Alois Gisler,et al.  A Course in Credibility Theory and its Applications , 2005 .

[21]  Daniel Gogol Using expected loss ratios in reserving , 1993 .

[22]  T. Mack Distribution-free Calculation of the Standard Error of Chain Ladder Reserve Estimates , 1993, ASTIN Bulletin.