Search Results for author: Shuzhen Yang

Found 7 papers, 0 papers with code

Uncertainty in the financial market and application to forecastabnormal financial fluctuations

no code implementations19 Mar 2024 Shige Peng, Shuzhen Yang, Wenqing Zhang

The integration and innovation of finance and technology have gradually transformed the financial system into a complex one.

Fixed-point iterative algorithm for SVI model

no code implementations19 Jan 2023 Shuzhen Yang, Wenqing Zhang

In this study, we develop an efficient iterative algorithm for the SVI model based on a fixed-point and least-square optimizer.

Compensatory model for quantile estimation and application to VaR

no code implementations14 Dec 2021 Shuzhen Yang

In contrast to the usual procedure of estimating the distribution of a time series and then obtaining the quantile from the distribution, we develop a compensatory model to improve the quantile estimation under a given distribution estimation.

Time Series Time Series Analysis

Discrete time multi-period mean-variance model: Bellman type strategy and Empirical analysis

no code implementations22 Nov 2020 Shuzhen Yang

In this paper, we attempt to introduce the Bellman principle for a discrete time multi-period mean-variance model.

Distributional uncertainty of the financial time series measured by G-expectation

no code implementations18 Nov 2020 Shige Peng, Shuzhen Yang

Based on law of large numbers and central limit theorem under nonlinear expectation, we introduce a new method of using G-normal distribution to measure financial risks.

Time Series Time Series Analysis

Bellman type strategy for the continuous time mean-variance model

no code implementations5 May 2020 Shuzhen Yang

To investigate a time-consistent optimal strategy for the continuous time mean-variance model, we develop a new method to establish the Bellman principle.

Vocal Bursts Type Prediction

Improving Value-at-Risk prediction under model uncertainty

no code implementations10 May 2018 Shige Peng, Shuzhen Yang, Jianfeng Yao

Several well-established benchmark predictors exist for Value-at-Risk (VaR), a major instrument for financial risk management.

Management

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