va_pde_pricer: PDE Pricing of Variable Annuity

In IvanZoccolan/valuer: Pricing of Variable Annuities

Description

va_pde_pricer returns the price of a VA with GMAB and GMDB guarantees. The underlying fund is a GBM and the intensity of mortality is deterministic. The fee has a state-dependent structure.

Usage

va_pde_pricer(F0 = 100, r = 0.03, sigma = 0.165, x = 50, delta = 0,
  fee = 0.01, beta = 150, T = 5, dt = 0.1, dF = 0.1,
  lambda = function(t) makeham(t, x = 50, A = 1e-04, B = 0.00035, c = 1.075),
  K = function(t, T) {     0.05 * (1 - t/T)^3 }, Fmax = 500)

Arguments

F0	numeric scalar with the initial value of the underlying fund
r	numeric scalar with the constant interest rate
sigma	numeric scalar with the constant volatility
x	numeric integer with the age of the insured
delta	numeric scalar with the roll-up rate of the GMAB and GMDB
fee	numeric scalar with the state-dependent base fee
beta	numeric scalar with the state-dependent barrier It should be greater than F0. If set to Inf the fee structure becomes constant
T	numeric integer with the maturity of the contract
dt	numeric scalar with the discretization step of the time dimension
dF	numeric scalar with the discretization step for the fund dimension
lambda	function with the intensity of mortality. Default is makeham with parameters x = 50, A = 0.0001, B = 0.00035, c = 1.075
K	function with the surrender penalty.
Fmax	numeric scalar with the maximum fund value

Details

This function resolves the PDE in [MK2017] by means of the finite difference implicit method. It requires the package limSolve to be installed.

Value

numeric scalar with the VA price

References

1. [MK2017] A. MacKay, M. Augustyniak, C. Bernard, and M.R. Hardy. Risk management of policyholder behavior in equity-linked life insurance. The Journal of Risk and Insurance, 84(2):661-690, 2017. DOI: 10.1111/jori.12094

Examples

lambda <- function(t) mu(t, x = 50, c1 = 90.43 , c2 = 10.36)
K <- function(t, T) {0.05 * ( 1 - t / T)^3}

va <- va_pde_pricer(lambda = lambda, K = K, Fmax = 200)

va

IvanZoccolan/valuer documentation built on May 7, 2019, 6:45 a.m.