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Volatility Forecasting In Emerging Markets
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Book Synopsis Volatility Forecasting in Emerging Markets by : J Kinlay
Download or read book Volatility Forecasting in Emerging Markets written by J Kinlay and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The great majority of empirical studies have focused on asset markets in the US and other developed economies. The purpose of this research is to determine to what extent the findings of other researchers in relation to the characteristics of asset volatility in developed economies applies also to emerging markets. The important characteristics observed in asset volatility that we wish to identify and examine in emerging markets include clustering, (the tendency for periodic regimes of high or low volatility) long memory, asymmetry, and correlation with the underlying returns process. The extent to which such behaviors are present in emerging markets will serve to confirm or refute the conjecture that they are universal and not just the product of some factors specific to the intensely scrutinized, and widely traded developed markets. The ten emerging markets we consider comprise equity markets in Australia, Hong Kong, Indonesia, Malaysia, New Zealand, Philippines, Singapore, South Korea, Sri Lanka and Taiwan focusing on the major market indices for those markets. After analyzing the characteristics of index volatility for these indices, the research goes on to develop single- and two-factor REGARCH models in the form by Alizadeh, Brandt and Diebold (2002).
Book Synopsis Forecasting Volatility in the Financial Markets by : Stephen Satchell
Download or read book Forecasting Volatility in the Financial Markets written by Stephen Satchell and published by Elsevier. This book was released on 2011-02-24 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Forecasting Volatility in the Financial Markets, Third Edition assumes that the reader has a firm grounding in the key principles and methods of understanding volatility measurement and builds on that knowledge to detail cutting-edge modelling and forecasting techniques. It provides a survey of ways to measure risk and define the different models of volatility and return. Editors John Knight and Stephen Satchell have brought together an impressive array of contributors who present research from their area of specialization related to volatility forecasting. Readers with an understanding of volatility measures and risk management strategies will benefit from this collection of up-to-date chapters on the latest techniques in forecasting volatility. Chapters new to this third edition:* What good is a volatility model? Engle and Patton* Applications for portfolio variety Dan diBartolomeo* A comparison of the properties of realized variance for the FTSE 100 and FTSE 250 equity indices Rob Cornish* Volatility modeling and forecasting in finance Xiao and Aydemir* An investigation of the relative performance of GARCH models versus simple rules in forecasting volatility Thomas A. Silvey Leading thinkers present newest research on volatility forecasting International authors cover a broad array of subjects related to volatility forecasting Assumes basic knowledge of volatility, financial mathematics, and modelling
Book Synopsis Volatility Forecasting and Effects of Asymmetric Patterns in Emerging Markets of Asia by : Kashif Hamid
Download or read book Volatility Forecasting and Effects of Asymmetric Patterns in Emerging Markets of Asia written by Kashif Hamid and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This study investigates the performance of linear versus nonlinear methods to predict volatility and effects of asymmetric pattern on the emerging markets of Asia i.e.; China, India, Indonesia Pakistan, Bangladesh and Malaysia. Daily data of stock market returns is taken for the period January 2000 to December 2010. Nonlinear and asymmetric ARCH effects have been observed from the estimations. A range of model from random walk model to multifaceted ARCH class models are used to predict volatility. The results reveal that MA (1) model ranks first with use of RMSE criterion in linear models. For nonlinear models, the ARCH, GARCH (1, 1) model and EGARCH (1, 1) model perform well. GARCH (1,1) model outperforms on the basis of AIC, SIC and Log Likelihood method.
Book Synopsis Forecasting Volatility in the Financial Markets by : John L. Knight
Download or read book Forecasting Volatility in the Financial Markets written by John L. Knight and published by Butterworth-Heinemann. This book was released on 2002 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text assumes that the reader has a firm grounding in the key principles and methods of understanding volatility measurement and builds on that knowledge to detail cutting edge modeling and forecasting techniques. It then uses a technical survey to explain the different ways to measure risk and define the different models of volatility and return.
Book Synopsis Exchange Rate Volatility in Emerging Economies by : Abdulkader M. ALJANDALI
Download or read book Exchange Rate Volatility in Emerging Economies written by Abdulkader M. ALJANDALI and published by Transnational Press London. This book was released on 2018-04-13 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a contribution to the knowledge concerning the volatility and forecasting of exchange rates in the emerging markets. It focuses on the exchange rates of the leading trading blocs in that part of the world and examines exchange rates of selected emerging countries across continents in order to explain local and regional variations in exchange rates and the determinants of fluctuations in selected countries in Africa, Asia, Central and Latin America. Exchange rates of countries from the four different regions are investigated separately, followed by analysis within and across regions to identify common patterns of exchange rates fluctuations. Monthly forecasts are generated for a period of 24 months to test the performance of the times series, cointegration and combination techniques used in this book. The results show that exchange rates of countries in the same region behave similarly following a shock to the system. Additionally, exchange rates of countries at the same stage of development albeit in different geographical location (Central America, Southern Africa, Latin America and Southeast Asia) share some similarities. In this book, I argue that all exchange rates examined have been volatile. Contents PrefaceChapter I. IntroductionChapter II. Foreign Exchange Forecasting using Macroeconomic VariablesChapter III. Empirical Methods and ApplicationsChapter IV. Times Series ForecastingChapter V. ARDL Cointegration ForecastingChapter VI Combination Forecasting of Exchange RatesChapter VII Conclusions, Summary and Recommendations for Policy MakersAppendix 1 Exchange rate plots over time
Book Synopsis A Practical Guide to Forecasting Financial Market Volatility by : Ser-Huang Poon
Download or read book A Practical Guide to Forecasting Financial Market Volatility written by Ser-Huang Poon and published by John Wiley & Sons. This book was released on 2005-08-19 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Risk and Return in Asian Emerging Markets by : N. Cakici
Download or read book Risk and Return in Asian Emerging Markets written by N. Cakici and published by Springer. This book was released on 2014-08-13 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk and Return in Asian Emerging Markets offers readers a firm insight into the risk and return characteristics of leading Asian emerging market participants by comparing and contrasting behavioral model variables with predictive forecasting methods.
Book Synopsis Volatility Prediction and Out-of-sample Tests for Emerging Markets by : Kim Hartelius Henriksen
Download or read book Volatility Prediction and Out-of-sample Tests for Emerging Markets written by Kim Hartelius Henriksen and published by . This book was released on 2011 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: Variance decrease was obtainable. Yet, the analysis finds that the conditional models over-shoot volatilities and that the predictive power is markedly lower for the Asian than for the European and Latin American countries. Also, the model fit to the single country generally appears much more important than inclusion of more elaborate model structures. Likewise, inclusion of asymmetric parameters only marginally improves performance.
Book Synopsis Forecasting the Volatility of Stock Market and Oil Futures Market by : Dexiang Mei
Download or read book Forecasting the Volatility of Stock Market and Oil Futures Market written by Dexiang Mei and published by Scientific Research Publishing, Inc. USA. This book was released on 2020-12-17 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volatility has been one of the cores of the financial theory research, in addition to the stock markets and the futures market are an important part of modern financial markets. Forecast volatility of the stock market and oil futures market is an important part of the theory of financial markets research.
Book Synopsis An Introduction to Wavelets and Other Filtering Methods in Finance and Economics by : Ramazan Gençay
Download or read book An Introduction to Wavelets and Other Filtering Methods in Finance and Economics written by Ramazan Gençay and published by Elsevier. This book was released on 2001-10-12 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Wavelets and Other Filtering Methods in Finance and Economics presents a unified view of filtering techniques with a special focus on wavelet analysis in finance and economics. It emphasizes the methods and explanations of the theory that underlies them. It also concentrates on exactly what wavelet analysis (and filtering methods in general) can reveal about a time series. It offers testing issues which can be performed with wavelets in conjunction with the multi-resolution analysis. The descriptive focus of the book avoids proofs and provides easy access to a wide spectrum of parametric and nonparametric filtering methods. Examples and empirical applications will show readers the capabilities, advantages, and disadvantages of each method. The first book to present a unified view of filtering techniques Concentrates on exactly what wavelets analysis and filtering methods in general can reveal about a time series Provides easy access to a wide spectrum of parametric and non-parametric filtering methods
Book Synopsis Global Financial Crisis and Its Ramifications on Capital Markets by : Ümit Hacioğlu
Download or read book Global Financial Crisis and Its Ramifications on Capital Markets written by Ümit Hacioğlu and published by Springer. This book was released on 2017-01-20 with total page 655 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book assesses the 2008-2009 financial crisis and its ramifications for the global economy from a multidisciplinary perspective. Current market conditions and systemic issues pose a risk to financial stability and sustained market access for emerging market borrowers. The volatile environment in the financial system became the source of major threats and some opportunities such as takeovers, mergers and acquisitions for international business operations. This volume is divided into six sections. The first evaluates the 2008-2009 Global Financial Crisis and its impacts on Global Economic Activity, examining the financial crisis in historical context, the economic slowdown, transmission of the crisis from advanced economies to emerging markets, and spillovers. The second section evaluates global imbalances, especially financial instability and the economic outlook for selected regional economies, while the third focuses on international financial institutions and fiscal policy applications. The fourth section analyzes the capital market mechanism, price fluctuations and global trade activity, while the fifth builds on new trends and business cycles to derive effective strategies and solutions for international entrepreneurship and business. In closing, the final section explores the road to economic recovery and stability by assessing the current outlook and fiscal strategies.
Book Synopsis Emerging Markets and the Global Economy by : Mohammed El Hedi Arouri
Download or read book Emerging Markets and the Global Economy written by Mohammed El Hedi Arouri and published by Academic Press. This book was released on 2013-12-26 with total page 927 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emerging Markets and the Global Economy investigates analytical techniques suited to emerging market economies, which are typically prone to policy shocks. Despite the large body of emerging market finance literature, their underlying dynamics and interactions with other economies remain challenging and mysterious because standard financial models measure them imprecisely. Describing the linkages between emerging and developed markets, this collection systematically explores several crucial issues in asset valuation and risk management. Contributors present new theoretical constructions and empirical methods for handling cross-country volatility and sudden regime shifts. Usually attractive for investors because of the superior growth they can deliver, emerging markets can have a low correlation with developed markets. This collection advances your knowledge about their inherent characteristics. Foreword by Ali M. Kutan Concentrates on post-crisis roles of emerging markets in the global economy Reports on key theoretical and technical developments in emerging financial markets Forecasts future developments in linkages among developed and emerging economies
Book Synopsis Volatility and Openness of Emerging Markets by : Vince Hooper
Download or read book Volatility and Openness of Emerging Markets written by Vince Hooper and published by . This book was released on 1996 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Volatility Spillovers and Contagion from Mature to Emerging Stock Markets by : John Beirne
Download or read book Volatility Spillovers and Contagion from Mature to Emerging Stock Markets written by John Beirne and published by . This book was released on 2009 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper examines volatility spillovers from mature to emerging stock markets and tests for changes in the transmission mechanism-contagion-during turbulences in mature markets. Tri-variate GARCH-BEKK models of returns in global (mature), regional, and local markets are estimated for 41 emerging market economies (EMEs), with a dummy capturing parameter shifts during turbulent episodes. LR tests suggest that mature markets influence conditional variances in many emerging markets. Moreover, spillover parameters change during turbulent episodes. Conditional variances in most EMEs rise during these episodes, but there is only limited evidence of shifts in conditional correlations between mature and emerging markets.
Book Synopsis Option-Implied Volatility as a Predictor of Realized Volatility in Derivative Markets by : Kennedy Thabiso Ronald Ramashala
Download or read book Option-Implied Volatility as a Predictor of Realized Volatility in Derivative Markets written by Kennedy Thabiso Ronald Ramashala and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The following study aims to examine the success of using option-implied volatility to forecast realized volatility in derivative markets as the preferred market practice. The approach adopted by this study was to compare realized volatility against the monthly average forecast over the period 2005 to 2010. The data selection spanned across currency and commodities markets: short and long-term horizons: before and after the global financial crisis: as well as developed and developing (emerging) markets. To test the success of the forecasting technique, the study used the T-test to test the sample means for any statistical differences between the means of the forecast variable (optionimplied volatility) and the realized variable. The data for the study was obtained from BloombergTM. The findings across all research question showed that this forecasting technique has performed poorly in general for various reasons. There are different arguments in literature as to which forecasting method works best and under what conditions, some practitioners prefer using historical data methods others prefer more technical methods such as the GARCH 1.1. The use of financial derivatives to mitigate financial risk has become a common practice for organizations with a global presence: however market volatility poses a great risk to the financial stability of these organizations. Forecasting volatility continues to be a challenge for market practitioners.
Book Synopsis Volatility Spillovers and Contagion from Mature to Emerging Stock Markets by : John Beirne
Download or read book Volatility Spillovers and Contagion from Mature to Emerging Stock Markets written by John Beirne and published by INTERNATIONAL MONETARY FUND. This book was released on 2008-12-01 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper examines volatility spillovers from mature to emerging stock markets and tests for changes in the transmission mechanism-contagion-during turbulences in mature markets. Tri-variate GARCH-BEKK models of returns in global (mature), regional, and local markets are estimated for 41 emerging market economies (EMEs), with a dummy capturing parameter shifts during turbulent episodes. LR tests suggest that mature markets influence conditional variances in many emerging markets. Moreover, spillover parameters change during turbulent episodes. Conditional variances in most EMEs rise during these episodes, but there is only limited evidence of shifts in conditional correlations between mature and emerging markets.
Book Synopsis Forecasting Volatility with Asymmetric Conditional Models by : Kaddour Hadri
Download or read book Forecasting Volatility with Asymmetric Conditional Models written by Kaddour Hadri and published by . This book was released on 1999 with total page 19 pages. Available in PDF, EPUB and Kindle. Book excerpt:
