Computational approaches and data analytics in financial services: A literature review

D Andriosopoulos, M Doumpos… - Journal of the …, 2019 - Taylor & Francis
The level of modeling sophistication in financial services has increased considerably over
the years. Nowadays, the complexity of financial problems and the vast amount of data …

Mean–variance portfolio optimization with deep learning based-forecasts for cointegrated stocks

J Du - Expert Systems with Applications, 2022 - Elsevier
Most mean–variance (MV) models construct a portfolio based on nonstationary stocks. This
study presents a new MV model constructed using stationary portfolios composed of …

Optimal investment–reinsurance strategy for mean–variance insurers with square-root factor process

Y Shen, Y Zeng - Insurance: Mathematics and Economics, 2015 - Elsevier
This paper studies an optimal investment–reinsurance problem for an insurer with a surplus
process represented by the Cramér–Lundberg model. The insurer is assumed to be a mean …

Optimal multi-period mean–variance policy under no-shorting constraint

X Cui, J Gao, X Li, D Li - European Journal of Operational Research, 2014 - Elsevier
We consider in this paper the mean–variance formulation in multi-period portfolio selection
under no-shorting constraint. Recognizing the structure of a piecewise quadratic value …

Non-zero-sum stochastic differential reinsurance and investment games with default risk

C Deng, X Zeng, H Zhu - European Journal of Operational Research, 2018 - Elsevier
This paper investigates the implications of strategic interaction (ie, competition) between two
CARA insurers on their reinsurance-investment policies. The two insurers are concerned …

Dynamic derivative-based investment strategy for mean–variance asset–liability management with stochastic volatility

D Li, Y Shen, Y Zeng - Insurance: Mathematics and Economics, 2018 - Elsevier
This paper considers the derivative-based optimal investment strategies for an asset–liability
management (ALM) problem under the mean–variance criterion in the presence of …

[HTML][HTML] Time-consistent investment-reinsurance strategy for mean-variance insurers with a defaultable security

H Zhao, Y Shen, Y Zeng - Journal of Mathematical Analysis and …, 2016 - Elsevier
This paper considers an optimal investment and reinsurance problem involving a
defaultable security for an insurer under the mean-variance criterion in a jump-diffusion risk …

Dynamic asset-liability management with frictions

T Yan, J Han, G Ma, CC Siu - Insurance: Mathematics and Economics, 2023 - Elsevier
This paper studies a dynamic asset-liability management problem of a company with market
frictions. Specifically, the asset prices are modeled by a multivariate geometric Brownian …

Mean-variance asset-liability management with affine diffusion factor process and a reinsurance option

Z Sun, X Zhang, KC Yuen - Scandinavian Actuarial Journal, 2020 - Taylor & Francis
This paper considers an optimal asset-liability management (ALM) problem for an insurer
under the mean-variance criterion. It is assumed that the value of liabilities is described by a …

Multi-period mean-variance portfolio selection with stochastic interest rate and uncontrollable liability

H Yao, Z Li, D Li - European Journal of Operational Research, 2016 - Elsevier
While the literature on dynamic portfolio selection with stochastic interest rates only confines
its investigation to the continuous-time setting up to now, this paper studies a multi-period …