Stock Market Volatility and Fractional Integration

Stock Market Volatility and Fractional Integration PDF Author: Yin-Wong Cheung
Publisher:
ISBN:
Category : Dividends
Languages : en
Pages : 52

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Stock Market Volatility and Fractional Integration

Stock Market Volatility and Fractional Integration PDF Author: Yin-Wong Cheung
Publisher:
ISBN:
Category : Dividends
Languages : en
Pages : 52

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Book Description


Fractional Integration and Long Memory Models of Stock Price Volatility

Fractional Integration and Long Memory Models of Stock Price Volatility PDF Author: Jorge Claudio Cavalcante de Oliveira Lima
Publisher:
ISBN:
Category : Stocks
Languages : en
Pages : 490

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Book Description
"Other possible explanations for the occurrence of long term persistence are also pursued such as the Regime Switching modelisation proposed first by Hamilton and Susnel (1994) with the SWARCH approach. Results show that this approach can bring another possible explanation for persistence, specially in economies like Brazil that, have very different regimes for the period covered in this study." --

Fractional Integration in Daily Stock Market Indices at Jordan's Amman Stock Exchange

Fractional Integration in Daily Stock Market Indices at Jordan's Amman Stock Exchange PDF Author: Mohammad Al-Shboul
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Using daily data on five sectoral indices from 2006 to 2014, this paper aims to investigate the possibility of fractional integration in sectoral returns (and their volatility measures) at Jordan's Amman stock exchange (ASE). Empirical analysis, using the Log-periodogram (LP) and Local Whittle (LW) based semi-parametric fractional differencing techniques suggest that all sectoral returns at ASE exhibit short memory. However, in the case of volatility measures, we found evidence of long memory. Following the recent literature that argues that structural breaks in a time series could also explain the presence of long memory, we tested the volatility measures for presence of structural breaks. We found that long memory in some volatility measures could be attributed to the presence of structural breaks. Furthermore, using impulse response functions (IRF) based on ARFIMA, we found that shocks to sectoral returns at ASE exhibit short run persistence, whereas shocks to volatility measures display long run persistence.

Equity Trading Volume and Volatility

Equity Trading Volume and Volatility PDF Author: Peter Daniel Jubinski
Publisher:
ISBN:
Category :
Languages : en
Pages : 340

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A Practical Guide to Forecasting Financial Market Volatility

A Practical Guide to Forecasting Financial Market Volatility PDF Author: Ser-Huang Poon
Publisher: John Wiley & Sons
ISBN: 0470856157
Category : Business & Economics
Languages : en
Pages : 236

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Book Description
Financial market volatility forecasting is one of today's most important areas of expertise for professionals and academics in investment, option pricing, and financial market regulation. While many books address financial market modelling, no single book is devoted primarily to the exploration of volatility forecasting and the practical use of forecasting models. A Practical Guide to Forecasting Financial Market Volatility provides practical guidance on this vital topic through an in-depth examination of a range of popular forecasting models. Details are provided on proven techniques for building volatility models, with guide-lines for actually using them in forecasting applications.

Persistence in the Russian Stock Market Volatility Indices

Persistence in the Russian Stock Market Volatility Indices PDF Author: Guglielmo Maria Caporale
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Book Description
This paper applies a fractional integration framework to analyse the stochastic behaviour of two Russian stock market volatility índices (namely the originally created RTSVX and the new RVI that has replaced it), using daily data over the period 2010-2018. The empirical findings are consistent and imply in all cases that the two series are mean-reverting, i.e. they are not highly persistent and the effects of shocks disappear over time. This is true regardless of whether the errors are assumed to follow a white noise or autocorrelated process, it is confirmed by the rolling window estimation, and it holds for both subsamples, before and after the detected break. On the whole, it seems that shocks do not have permanent effects on investor sentiment in the Russian stock market.

Multivariate Fractionally Integrated APARCH Modeling of Stock Market Volatility

Multivariate Fractionally Integrated APARCH Modeling of Stock Market Volatility PDF Author: Christian Conrad
Publisher:
ISBN:
Category :
Languages : en
Pages : 26

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Book Description
Tse (1998) proposes a model which combines the fractionally integrated GARCH formulation of Baillie, Bollerslev and Mikkelsen (1996) with the asymmetric power ARCH specification of Ding, Granger and Engle (1993). This paper analyzes the applicability of a multivariate constant conditional correlation version of the model to national stock market returns for eight countries. We find this multivariate specification to be generally applicable once power, leverage and long-memory effects are taken into consideration. In addition, we find that both the optimal fractional differencing parameter and power transformation are remarkably similar across countries. Out-of-sample evidence for the superior forecasting ability of the multivariate FIAPARCH framework is provided in terms of forecast error statistics and tests for equal forecast accuracy of the various models.

Level Shifts in Volatility and the Implied-Realized Volatility Relation

Level Shifts in Volatility and the Implied-Realized Volatility Relation PDF Author: Bent Jesper Christensen
Publisher:
ISBN:
Category :
Languages : en
Pages : 0

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Book Description
We propose a simple model in which realized stock market return volatility and implied volatility backed out of option prices are subject to common level shifts corresponding to movements between bull and bear markets. The model is estimated using the Kalman filter in a generalization to the multivariate case of the univariate level shift technique by Lu and Perron (2008). An application to the S&P500 index and a simulation experiment show that the recently documented empirical properties of strong persistence in volatility and forecastability of future realized volatility from current implied volatility, which have been interpreted as long memory (or fractional integration) in volatility and fractional co-integration between implied and realized volatility, are accounted for by occasional common level shifts.

Indian Stock Market

Indian Stock Market PDF Author: Gourishankar S. Hiremath
Publisher: Springer Science & Business Media
ISBN: 8132215907
Category : Business & Economics
Languages : en
Pages : 135

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Book Description
India is one of the major emerging economies of the world and has witnessed tremendous economic growth over the last decades. The reforms in the financial sector were introduced to infuse energy and vibrancy into the process of economic growth. The Indian stock market now has the largest number of listed companies in the world. The phenomenal growth of the Indian equity market and its growing importance in the economy is indicated by the extent of market capitalization and the increasing integration of the Indian economy with the global economy. Various schools of thought explain the behaviour of stock returns. The Efficient Market Theory is the most important theory of the School of Neoclassical Finance based on rational expectation and no-trade argument. The book investigates the growth and efficiency of the Indian stock market in the theoretical framework of the Efficiency Market Hypothesis (EMH). The main objective of the present study is to examine the returns behaviour in the Indian equity market in the changed market environment. A detailed and rigorous analysis, made with the help of the sophisticated time series econometric models, is one of the key elements of this volume. The analysis empirically tests the random walk hypothesis and focuses on issues like nonlinear dynamics, structural breaks and long memory. It uses new and disaggregated data on recent reforms and changes in the market microstructure. The data on various indices including sectoral indices help in measuring the relative efficiency of the market and understanding how liquidity and market capitalization affect the efficiency of the market.

Working Paper

Working Paper PDF Author:
Publisher:
ISBN:
Category : Economics
Languages : en
Pages : 48

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Book Description