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Nature Of Volatility In Indian Stock Market An Empirical Analysis
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Book Synopsis Nature of Volatility in Indian Stock Market - An Empirical Analysis by : Mohammad Irshad VK
Download or read book Nature of Volatility in Indian Stock Market - An Empirical Analysis written by Mohammad Irshad VK and published by . This book was released on 2017 with total page 5 pages. Available in PDF, EPUB and Kindle. Book excerpt: The plots of market volatility can act as an electrocardiogram, reflecting the pulse of capital markets. It has been identified that stock indices in many developed as well as developing economies exhibit volatility clustering, which in finance literature is called “time-varying conditional volatility”. The purpose of the study is to characterize the time-varying volatility of the Indian capital market in the long run. The study focus on aspects like time varying volatility, the predictability of volatility, the symmetric nature of volatility towards positive and negative shocks, and the explanation for high volatility of Indian capital market for a period of 20 years. This study has analyzed the price data as well as return data of NSE CNX Nifty. We have used GARCH (1,1) Model to estimate time varying volatility and TARCH (1, 1) Model, to measure asymmetric volatility effect. The magnitude of volatility was found to fluctuate between periods and showed a repeating trend over time. It validates the asymmetric nature of volatility in Indian capital market and volatility clustering in the long run and give insights on the predictability of volatility.
Author :Gourishankar S. Hiremath Publisher :Springer Science & Business Media ISBN 13 :8132215907 Total Pages :135 pages Book Rating :4.1/5 (322 download)
Book Synopsis Indian Stock Market by : Gourishankar S. Hiremath
Download or read book Indian Stock Market written by Gourishankar S. Hiremath and published by Springer Science & Business Media. This book was released on 2013-10-28 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Long Memory in the Volatility of Indian Financial Market by : Dilip Kumar
Download or read book Long Memory in the Volatility of Indian Financial Market written by Dilip Kumar and published by . This book was released on 2014-02 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professorial Dissertation from the year 2014 in the subject Business economics - Investment and Finance, grade: A, language: English, abstract: This book examines the long memory characteristics in the volatility of the Indian stock market, the Indian exchange rates and the Indian banking sector. This book also reviews the chain of approaches to estimate the long memory parameter. The long memory characteristics of the financial time series are widely studied and have implications for various economics and finance theories. The most important financial implication is related to the violation of the weak-form of market efficiency which encourages the traders, investors and portfolio managers to develop models for making predictions and to construct and implement speculative trading and investment strategies. In an efficient market, the price of an asset should follow a random walk process in which the price change is unaffected by its lagged price changes and has no memory.
Book Synopsis Volatility Persistence and Asymmetric Effect in Indian Stock Market by : Dr. Arpit Sidhu
Download or read book Volatility Persistence and Asymmetric Effect in Indian Stock Market written by Dr. Arpit Sidhu and published by . This book was released on 2020 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present study analyses the attributes of randomness in Indian securities exchange. Unpredictability in the NSE and its underlying indices show highlights of mean reversion and a reasonable level of volatility perseverance, evaluations of which give a thought of the effect and length of a specific information stun to the market. The profits unpredictability is found to show huge leverage impact and uneven reaction. The present study revolves around the idea of volatility in stock market of India, to look at the amount of volatility persistence in the National stock exchange (NSE), and to inspect the presence of leverage impact in the NSE. The daily closing prices data of selected NSE indices from 1 April, 1995 to 31, December, 2018 are collected to examine the extentof asymmetric effect in Indian stock market. Through the present investigation we came to realize that CNX IT is increasingly unstable and furthermore shows abnormal conduct as it is progressively influenced by positive news though CNX 200 shows most elevated leverage effect and asymmetric reaction, additionally CNX SERVICE which is a record with high instability perseverance, and among all indices CNX FMCG shows least volatility persistence. Results will be helpful to market participants and all other stakeholders for future investments and further research on volatility can be extended to other segments (derivatives, swaps and other macroeconomic variables) using quintile regression and other advanced GARCH family models.
Book Synopsis Modelling and Forecasting of Volatility of Indian Stock Market by : Vishal G. Bafna
Download or read book Modelling and Forecasting of Volatility of Indian Stock Market written by Vishal G. Bafna and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Empirical Analysis of the Causality Between Indian and U.S. Stock Markets' Conditional Volatility by : Rakesh Kumar
Download or read book Empirical Analysis of the Causality Between Indian and U.S. Stock Markets' Conditional Volatility written by Rakesh Kumar and published by . This book was released on 2016 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper is an attempt to investigate the dynamic relationship between U.S. and Indian stock markets through the conditional volatility of two stock markets, during the 1995-2007 period, using the monthly data of BSE listed BSE 100 and NYSE listed S & P 500 indices. The research methodology employed includes testing of stationarity with Dickey Fuller test, the use of two stages GARCH (1,1) model wherein in first stage conditional volatility of both stock markets is estimated, and then it is used as exogenous variable to estimate further conditional volatility of both stock markets. The study also employs linear regression model to test the relationship between conditional volatilities of two markets, and finally Granger causality test to find out the causal relationship between conditional volatilities of two stock markets. The study confirms the interdependency of Indian stock market on U.S stock market by reporting strong relationship between conditional volatilities of two markets. The study highlights the interdependency among the stock markets in question and facilitates the investors for diversification of funds. In fact, in the age of globalization, stock markets integration has become a matter of great importance for fund managers and investors, which facilitate to scale down the portfolio risk through diversification of funds across the stock markets.
Book Synopsis Long Memory in the Volatility of Indian Financial Market: An Empirical Analysis Based on Indian Data by : Dilip Kumar
Download or read book Long Memory in the Volatility of Indian Financial Market: An Empirical Analysis Based on Indian Data written by Dilip Kumar and published by Anchor Academic Publishing (aap_verlag). This book was released on 2014-04-10 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the long memory characteristics in the volatility of the Indian stock market, the Indian exchange rates and the Indian banking sector. This book also reviews the chain of approaches to estimate the long memory parameter. The long memory characteristics of the financial time series are widely studied and have implications for various economics and finance theories. The most important financial implication is related to the violation of the weak-form of market efficiency which encourages the traders, investors and portfolio managers to develop models for making predictions and to construct and implement speculative trading and investment strategies. In an efficient market, the price of an asset should follow a random walk process in which the price change is unaffected by ist lagged price changes and has no memory.
Book Synopsis Anatomy of Global Stock Market Crashes by : Gagari Chakrabarti
Download or read book Anatomy of Global Stock Market Crashes written by Gagari Chakrabarti and published by Springer Science & Business Media. This book was released on 2012-01-05 with total page 69 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work is an exploration of the global market dynamics, their intrinsic natures, common trends and dynamic interlinkages during the stock market crises over the last twelve years. The study isolates different phases of crisis and differentiates between any crisis that remains confined to the region and those that take up a global dimension. The latent structure of the global stock market, the inter-regional and intra-regional stock market dynamics around the crises are analyzed to get a complete picture of the structure of the global stock market. The study further probing into the inherent nature of the global stock market in generating crisis finds the global market to be chaotic thus making the system intrinsically unstable or at best to follow knife-edge stability. The findings have significant bearing at theoretical level and on policy decisions.
Book Synopsis Advances in Machine Learning and Computational Intelligence by : Srikanta Patnaik
Download or read book Advances in Machine Learning and Computational Intelligence written by Srikanta Patnaik and published by Springer Nature. This book was released on 2020-07-25 with total page 853 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected high-quality papers presented at the International Conference on Machine Learning and Computational Intelligence (ICMLCI-2019), jointly organized by Kunming University of Science and Technology and the Interscience Research Network, Bhubaneswar, India, from April 6 to 7, 2019. Addressing virtually all aspects of intelligent systems, soft computing and machine learning, the topics covered include: prediction; data mining; information retrieval; game playing; robotics; learning methods; pattern visualization; automated knowledge acquisition; fuzzy, stochastic and probabilistic computing; neural computing; big data; social networks and applications of soft computing in various areas.
Book Synopsis Capital Inflows and Real Exchange Rate Appreciation in Latin America by : Guillermo A. Calvo
Download or read book Capital Inflows and Real Exchange Rate Appreciation in Latin America written by Guillermo A. Calvo and published by . This book was released on 1992 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Causal Relationship between the S&P 500 and the VIX Index by : Florian Auinger
Download or read book The Causal Relationship between the S&P 500 and the VIX Index written by Florian Auinger and published by Springer. This book was released on 2015-02-13 with total page 102 pages. Available in PDF, EPUB and Kindle. Book excerpt: Florian Auinger highlights the core weaknesses and sources of criticism regarding the VIX Index as an indicator for the future development of financial market volatility. Furthermore, it is proven that there is no statistically significant causal relationship between the VIX and the S&P 500. As a consequence, the forecastability is not given in both directions. Obviously, there must be at least one additional variable that has a strong influence on market volatility such as emotions which, according to financial market experts, are considered to play a more and more important role in investment decisions.
Book Synopsis Short-Run Pain, Long-Run Gain by : Mr.Sergio L. Schmukler
Download or read book Short-Run Pain, Long-Run Gain written by Mr.Sergio L. Schmukler and published by International Monetary Fund. This book was released on 2003-02-01 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: We examine the short- and long-run effects of financial liberalization on capital markets. To do so, we construct a new comprehensive chronology of financial liberalization in 28 mature and emerging market economies since 1973. We also construct an algorithm to identify booms and busts in stock market prices. Our results indicate that financial liberalization is followed by more pronounced boom-bust cycles in the short run. However, financial liberalization leads to more stable markets in the long run. Finally, we analyze the sequencing of liberalization and institutional reforms to understand the contrasting short- and long-run effects of liberalization.
Book Synopsis Food Price Volatility and Its Implications for Food Security and Policy by : Matthias Kalkuhl
Download or read book Food Price Volatility and Its Implications for Food Security and Policy written by Matthias Kalkuhl and published by Springer. This book was released on 2016-04-12 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides fresh insights into concepts, methods and new research findings on the causes of excessive food price volatility. It also discusses the implications for food security and policy responses to mitigate excessive volatility. The approaches applied by the contributors range from on-the-ground surveys, to panel econometrics and innovative high-frequency time series analysis as well as computational economics methods. It offers policy analysts and decision-makers guidance on dealing with extreme volatility.
Book Synopsis The Economics of Food Price Volatility by : Jean-Paul Chavas
Download or read book The Economics of Food Price Volatility written by Jean-Paul Chavas and published by University of Chicago Press. This book was released on 2014-10-14 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The conference was organized by the three editors of this book and took place on August 15-16, 2012 in Seattle."--Preface.
Book Synopsis Herd Behavior in Financial Markets by : Sushil Bikhchandani
Download or read book Herd Behavior in Financial Markets written by Sushil Bikhchandani and published by . This book was released on 2000 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Empirical Asset Pricing by : Turan G. Bali
Download or read book Empirical Asset Pricing written by Turan G. Bali and published by John Wiley & Sons. This book was released on 2016-02-26 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Bali, Engle, and Murray have produced a highly accessible introduction to the techniques and evidence of modern empirical asset pricing. This book should be read and absorbed by every serious student of the field, academic and professional.” Eugene Fama, Robert R. McCormick Distinguished Service Professor of Finance, University of Chicago and 2013 Nobel Laureate in Economic Sciences “The empirical analysis of the cross-section of stock returns is a monumental achievement of half a century of finance research. Both the established facts and the methods used to discover them have subtle complexities that can mislead casual observers and novice researchers. Bali, Engle, and Murray’s clear and careful guide to these issues provides a firm foundation for future discoveries.” John Campbell, Morton L. and Carole S. Olshan Professor of Economics, Harvard University “Bali, Engle, and Murray provide clear and accessible descriptions of many of the most important empirical techniques and results in asset pricing.” Kenneth R. French, Roth Family Distinguished Professor of Finance, Tuck School of Business, Dartmouth College “This exciting new book presents a thorough review of what we know about the cross-section of stock returns. Given its comprehensive nature, systematic approach, and easy-to-understand language, the book is a valuable resource for any introductory PhD class in empirical asset pricing.” Lubos Pastor, Charles P. McQuaid Professor of Finance, University of Chicago Empirical Asset Pricing: The Cross Section of Stock Returns is a comprehensive overview of the most important findings of empirical asset pricing research. The book begins with thorough expositions of the most prevalent econometric techniques with in-depth discussions of the implementation and interpretation of results illustrated through detailed examples. The second half of the book applies these techniques to demonstrate the most salient patterns observed in stock returns. The phenomena documented form the basis for a range of investment strategies as well as the foundations of contemporary empirical asset pricing research. Empirical Asset Pricing: The Cross Section of Stock Returns also includes: Discussions on the driving forces behind the patterns observed in the stock market An extensive set of results that serve as a reference for practitioners and academics alike Numerous references to both contemporary and foundational research articles Empirical Asset Pricing: The Cross Section of Stock Returns is an ideal textbook for graduate-level courses in asset pricing and portfolio management. The book is also an indispensable reference for researchers and practitioners in finance and economics. Turan G. Bali, PhD, is the Robert Parker Chair Professor of Finance in the McDonough School of Business at Georgetown University. The recipient of the 2014 Jack Treynor prize, he is the coauthor of Mathematical Methods for Finance: Tools for Asset and Risk Management, also published by Wiley. Robert F. Engle, PhD, is the Michael Armellino Professor of Finance in the Stern School of Business at New York University. He is the 2003 Nobel Laureate in Economic Sciences, Director of the New York University Stern Volatility Institute, and co-founding President of the Society for Financial Econometrics. Scott Murray, PhD, is an Assistant Professor in the Department of Finance in the J. Mack Robinson College of Business at Georgia State University. He is the recipient of the 2014 Jack Treynor prize.
Book Synopsis Geopolitical Risk on Stock Returns: Evidence from Inter-Korea Geopolitics by : Seungho Jung
Download or read book Geopolitical Risk on Stock Returns: Evidence from Inter-Korea Geopolitics written by Seungho Jung and published by International Monetary Fund. This book was released on 2021-10-22 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: We investigate how corporate stock returns respond to geopolitical risk in the case of South Korea, which has experienced large and unpredictable geopolitical swings that originate from North Korea. To do so, a monthly index of geopolitical risk from North Korea (the GPRNK index) is constructed using automated keyword searches in South Korean media. The GPRNK index, designed to capture both upside and downside risk, corroborates that geopolitical risk sharply increases with the occurrence of nuclear tests, missile launches, or military confrontations, and decreases significantly around the times of summit meetings or multilateral talks. Using firm-level data, we find that heightened geopolitical risk reduces stock returns, and that the reductions in stock returns are greater especially for large firms, firms with a higher share of domestic investors, and for firms with a higher ratio of fixed assets to total assets. These results suggest that international portfolio diversification and investment irreversibility are important channels through which geopolitical risk affects stock returns.
