Variable annuity pricing, valuation, and risk management: a survey

R Feng, G Gan, N Zhang - Scandinavian Actuarial Journal, 2022 - Taylor & Francis
Variable annuity is arguably the most complex individual retirement planning product in the
financial market. Its intricacy stems from a variety of product features including investment …

Research on lapse in life insurance: what has been done and what needs to be done?

M Eling, M Kochanski - The Journal of Risk Finance, 2013 - emerald.com
Purpose–The purpose of this paper is to review research on lapse in life insurance and to
outline potential new areas of research in this field. Design/methodology/approach–The …

Policyholder exercise behavior in life insurance: The state of affairs

D Bauer, J Gao, T Moenig, ER Ulm… - North American Actuarial …, 2017 - Taylor & Francis
The article presents a review of structural models of policyholder behavior in life insurance.
We first discuss underlying drivers of policyholder behavior in theory and survey the …

Machine learning of surrender: Optimality and humanity

B Jia, L Wang, HY Wong - Journal of Risk and Insurance, 2024 - Wiley Online Library
We develop a novel machine learning (ML) framework to estimate a surrender charge for
variable annuities (VAs) with the balance between human behavior and rational optimality …

GMWB for life an analysis of lifelong withdrawal guarantees

D Holz, A Kling, J Russ - Zeitschrift für die gesamte …, 2012 - Springer
In this paper, we analyze the latest guarantee feature in the variable annuities market:
guaranteed minimum withdrawal benefits for life (GMWB for life) which are also called …

Risk-neutral valuation of GLWB riders in variable annuities

AR Bacinello, R Maggistro, I Zoccolan - Insurance: Mathematics and …, 2024 - Elsevier
In this paper we propose a model for pricing GLWB variable annuities under a stochastic
mortality framework. Our set-up is very general and only requires the Markovian property for …

Risk management of policyholder behavior in equity‐linked life insurance

A MacKay, M Augustyniak, C Bernard… - Journal of Risk and …, 2017 - Wiley Online Library
The financial guarantees embedded in variable annuity contracts expose insurers to a wide
range of risks, lapse risk being one of them. When policyholders' lapse behavior differs from …

The valuation of GMWB variable annuities under alternative fund distributions and policyholder behaviours

AR Bacinello, P Millossovich… - Scandinavian Actuarial …, 2016 - Taylor & Francis
In this paper, we present a dynamic programming algorithm for pricing variable annuities
with Guaranteed Minimum Withdrawal Benefits (GMWB) under a general Lévy processes …

Regression-based Monte Carlo methods for stochastic control models: Variable annuities with lifelong guarantees

YT Huang, YK Kwok - Quantitative Finance, 2016 - Taylor & Francis
We present regression-based Monte Carlo simulation algorithm for solving the stochastic
control models associated with pricing and hedging of the guaranteed lifelong withdrawal …

Optimal surrender policy for variable annuity guarantees

C Bernard, A MacKay, M Muehlbeyer - Insurance: Mathematics and …, 2014 - Elsevier
This paper proposes a technique to derive the optimal surrender strategy for a variable
annuity (VA) as a function of the underlying fund value. This approach is based on splitting …