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Erschienen in: European Actuarial Journal 1/2014

01.07.2014 | Original Research Paper

Markov chain modeling of policyholder behavior in life insurance and pension

verfasst von: Lars Frederik Brandt Henriksen, Jeppe Woetmann Nielsen, Mogens Steffensen, Christian Svensson

Erschienen in: European Actuarial Journal | Ausgabe 1/2014

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Abstract

We calculate reserves regarding expected policyholder behavior. The behavior is modeled to occur incidentally similarly to insurance risk. The focus is on multi-state modelling of insurance risk and behavioral risk in terms of free policy risk and surrender risk. We discuss valuation techniques in the cases where behavior is modeled to occur independently or dependently of insurance risk, respectively. Ordinary differential equations make it easier to work with dependence between insurance risk and behavior risk. We analyze the effects of the underlying behavioral assumptions for two contracts. For a “new” contract with low technical interest rate relative to the market interest rate, we obtain the lowest reserve by counting in dependence. For an “old” contract with high technical interest rate relative to the market interest rate, the picture is more blurred, depending on assumptions on reactivation (recovery) and independence.

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Literatur
1.
Zurück zum Zitat Bacinello AR (2003) Fair valuation of a guaranteed life insurance participating contract embedding a surrender option. J Risk Insur 70(3):461–487CrossRefMathSciNet Bacinello AR (2003) Fair valuation of a guaranteed life insurance participating contract embedding a surrender option. J Risk Insur 70(3):461–487CrossRefMathSciNet
3.
Zurück zum Zitat Buchardt K, Møller T, Schmidt KB (2013) Cash flows and policyholder behaviour in the semi-Markov life insurance setup, to appear in Scand Actuar J Buchardt K, Møller T, Schmidt KB (2013) Cash flows and policyholder behaviour in the semi-Markov life insurance setup, to appear in Scand Actuar J
5.
Zurück zum Zitat De Giovanni D (2010) Lapse rate modeling: a rational expectation approach. Scand Actuar J 2010(1):56–67CrossRefMATH De Giovanni D (2010) Lapse rate modeling: a rational expectation approach. Scand Actuar J 2010(1):56–67CrossRefMATH
6.
Zurück zum Zitat Grosen A, Jørgensen PL (2000) Fair valuation of life insurance liabilities: the impact of interest rate guarantees, surrender options, and bonus policies. Insur Math Econ 26(1):37–57CrossRefMATH Grosen A, Jørgensen PL (2000) Fair valuation of life insurance liabilities: the impact of interest rate guarantees, surrender options, and bonus policies. Insur Math Econ 26(1):37–57CrossRefMATH
7.
Zurück zum Zitat Kim C (2005) Modeling surrender and lapse rates with economic variables. North American Actuar J 9(4):56–70CrossRefMATH Kim C (2005) Modeling surrender and lapse rates with economic variables. North American Actuar J 9(4):56–70CrossRefMATH
8.
Zurück zum Zitat Kuo W, Tsai C, Chen W-K (2003) An empirical study on the lapse rate: the cointegration approach. J Risk Insur 70(3):489–508CrossRef Kuo W, Tsai C, Chen W-K (2003) An empirical study on the lapse rate: the cointegration approach. J Risk Insur 70(3):489–508CrossRef
9.
Zurück zum Zitat Loisel S, Milhaud X (2011) From deterministic to stochastic surrender risk models: impact of correlation crises on economic capital. Eur J Oper Res 214(2):348–357 Loisel S, Milhaud X (2011) From deterministic to stochastic surrender risk models: impact of correlation crises on economic capital. Eur J Oper Res 214(2):348–357
10.
Zurück zum Zitat Milhaud X (2013) Exogenous and endogenous risk factors management to predict surrender behaviours. ASTIN Bull 43(3):373–398CrossRefMATH Milhaud X (2013) Exogenous and endogenous risk factors management to predict surrender behaviours. ASTIN Bull 43(3):373–398CrossRefMATH
11.
Zurück zum Zitat Siu TK (2005) Fair valuation of participating policies with surrender options and regime switching. Math Econ 37(2005):533–552CrossRefMATHMathSciNet Siu TK (2005) Fair valuation of participating policies with surrender options and regime switching. Math Econ 37(2005):533–552CrossRefMATHMathSciNet
14.
Zurück zum Zitat Tsai C, Kuo W, Chen W-K (2002) Early surrender and the distribution of policy reserves. Insur Math Econ 31:429–445CrossRefMATH Tsai C, Kuo W, Chen W-K (2002) Early surrender and the distribution of policy reserves. Insur Math Econ 31:429–445CrossRefMATH
Metadaten
Titel
Markov chain modeling of policyholder behavior in life insurance and pension
verfasst von
Lars Frederik Brandt Henriksen
Jeppe Woetmann Nielsen
Mogens Steffensen
Christian Svensson
Publikationsdatum
01.07.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
European Actuarial Journal / Ausgabe 1/2014
Print ISSN: 2190-9733
Elektronische ISSN: 2190-9741
DOI
https://doi.org/10.1007/s13385-014-0091-2

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