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相关论文: High-Frequency Causality in the VIX Index and its …

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This study provides a consistent and efficient pricing method for both Standard & Poor's 500 Index (SPX) options and the Chicago Board Options Exchange's Volatility Index (VIX) options under a multiscale stochastic volatility model. To…

数理金融 · 定量金融 2019-09-24 Jaegi Jeon , Geonwoo Kim , Jeonggyu Huh

As a forward-looking measure of future equity market volatility, the VIX index has gained immense popularity in recent years to become a key measure of risk for market analysts and academics. We consider discrete reported intraday VIX tick…

应用统计 · 统计学 2018-12-04 Han Lin Shang , Yang Yang , Fearghal Kearney

We introduce a new identification strategy for uncertainty shocks to explain macroeconomic volatility in financial markets. The Chicago Board Options Exchange Volatility Index (VIX) measures market expectations of future volatility, but…

计量经济学 · 经济学 2024-11-06 Ayush Jha , Abootaleb Shirvani , Svetlozar T. Rachev , Frank J. Fabozzi

The Chicago Board Options Exchange (CBOE) Volatility Index, VIX, is calculated based on prices of out-of-the-money put and call options on the S&P 500 index (SPX). Sometimes called the "investor fear gauge," the VIX is a measure of the…

物理与社会 · 物理学 2009-11-13 Stephen D. H. Hsu , Brian M. Murray

This paper discusses a novel explanation for asymmetric volatility based on the anchoring behavioral pattern. Anchoring as a heuristic bias causes investors focusing on recent price changes and price levels, which two lead to a belief in…

证券定价 · 定量金融 2016-06-14 Mihaly Ormos , Dusan Timotity

We investigate the joint dynamics of spot and implied volatility from an empirical perspective. We focus on the equity market with the SPX Index our underlying of choice. Using only observable quantities, we extract the instantaneous…

统计金融 · 定量金融 2015-07-06 Florent Ségonne

We develop a new stock market index that captures the chaos existing in the market by measuring the mutual changes of asset prices. This new index relies on a tensor-based embedding of the stock market information, which in turn frees it…

统计金融 · 定量金融 2021-06-09 Masoud Ataei , Shengyuan Chen , Zijiang Yang , M. Reza Peyghami

The CBOE Volatility Index, known by its ticker symbol VIX, is a popular measure of the market's expected volatility on the SP 500 Index, calculated and published by the Chicago Board Options Exchange (CBOE). It is also often referred to as…

综合金融 · 定量金融 2021-06-17 Ali Hirsa , Joerg Osterrieder , Branka Hadji Misheva , Wenxin Cao , Yiwen Fu , Hanze Sun , Kin Wai Wong

According to the volatility feedback effect, an unexpected increase in squared volatility leads to an immediate decline in the price-dividend ratio. In this paper, we consider the properties of stock price dynamics and option valuations…

证券定价 · 定量金融 2015-06-11 Juho Kanniainen , Robert Piché

Predicting the S&P 500 index volatility is crucial for investors and financial analysts as it helps assess market risk and make informed investment decisions. Volatility represents the level of uncertainty or risk related to the size of…

交易与市场微观结构 · 定量金融 2024-07-25 Natalia Roszyk , Robert Ślepaczuk

The measures of roughness of the volatility in the litterature are based on the realized volatility of high frequency data. Some authors show that this leads to a biased estimate, and does not necessarily indicate roughness of the…

数理金融 · 定量金融 2022-08-01 Fabien Le Floc'h

The paper studies the continuous-time dynamics of VIX with stochastic volatility and jumps in VIX and volatility. Built on the general parametric affine model with stochastic volatility and jump in logarithm of VIX, we derive a linear…

计算金融 · 定量金融 2016-10-31 Xin Zang , Jun Ni , Jing-Zhi Huang , Lan Wu

This article explores the relationship between the SPX and VIX options markets. High-strike VIX call options are used to hedge tail risk in the SPX, which means that SPX options are a reflection of the extreme-strike asymptotics of VIX…

证券定价 · 定量金融 2021-03-04 Andrew Papanicolaou

We analyze the VIX futures market with a focus on the exchange-traded notes written on such contracts, in particular we investigate the VXX notes tracking the short-end part of the futures term structure. Inspired by recent developments in…

数理金融 · 定量金融 2021-06-15 Martino Grasselli , Andrea Mazzoran , Andrea Pallavicini

We study distributions of realized variance (squared realized volatility) and squared implied volatility, as represented by VIX and VXO indices. We find that Generalized Beta distribution provide the best fits. These fits are much more…

统计金融 · 定量金融 2024-04-16 M. Dashti Moghaddam , Jiong Liu , R. A. Serota

In informationally efficient financial markets, option prices and this implied volatility should immediately be adjusted to new information that arrives along with a jump in underlying's return, whereas gradual changes in implied volatility…

统计金融 · 定量金融 2018-10-30 Juho Kanniainen , Martin Magris

Recent literature seek to forecast implied volatility derived from equity, index, foreign exchange, and interest rate options using latent factor and parametric frameworks. Motivated by increased public attention borne out of the…

统计金融 · 定量金融 2020-09-22 Fearghal Kearney , Han Lin Shang , Lisa Sheenan

Jumps and market microstructure noise are stylized features of high-frequency financial data. It is well known that they introduce bias in the estimation of volatility (including integrated and spot volatilities) of assets, and many methods…

计量经济学 · 经济学 2023-02-20 Qiang Liu , Zhi Liu

We analyze correlations between squared volatility indices, VIX and VXO, and realized variances -- the known one, for the current month, and the predicted one, for the following month. We show that the ratio of the two is best fitted by a…

统计金融 · 定量金融 2019-08-01 M. Dashti Moghaddam , R. A. Serota

In this note, we introduce how to use Volatility Index (VIX) for postprocessing quantitative strategies so as to increase the Sharpe ratio and reduce trading risks. The signal from this procedure is an indicator of trading or not on a daily…

统计金融 · 定量金融 2022-07-12 Jun Lu , Minhui Wu
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