This paper proposes a fair valuation approach to price variable annuity liabilities and embedded guarantee riders in a dynamic multi-period setting. The focus of the paper is on variable annuity with the Guaranteed Lifetime Withdrawal Benefit(GLWB) rider with exposure to both equity and...