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Modelling And Forecasting Of Volatility Of Indian Stock Market
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Book Synopsis Essays in Financial Economics by : Rita Biswas
Download or read book Essays in Financial Economics written by Rita Biswas and published by Emerald Group Publishing. This book was released on 2019-10-24 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, dedicated to John W. Kensinger, explores a variety of topics in financial economics, including firm growth, investment risks, and the profitability of the banking industry. With its global perspective, Essays in Financial Economics is a valuable addition to the bookshelf of any researcher in finance.
Book Synopsis Stock Market Volatility by : Greg N. Gregoriou
Download or read book Stock Market Volatility written by Greg N. Gregoriou and published by CRC Press. This book was released on 2009-04-08 with total page 654 pages. Available in PDF, EPUB and Kindle. Book excerpt: Up-to-Date Research Sheds New Light on This Area Taking into account the ongoing worldwide financial crisis, Stock Market Volatility provides insight to better understand volatility in various stock markets. This timely volume is one of the first to draw on a range of international authorities who offer their expertise on market volatility in devel
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 Time Series Models for Business and Economic Forecasting by : Philip Hans Franses
Download or read book Time Series Models for Business and Economic Forecasting written by Philip Hans Franses and published by Cambridge University Press. This book was released on 2014-04-24 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: With a new author team contributing decades of practical experience, this fully updated and thoroughly classroom-tested second edition textbook prepares students and practitioners to create effective forecasting models and master the techniques of time series analysis. Taking a practical and example-driven approach, this textbook summarises the most critical decisions, techniques and steps involved in creating forecasting models for business and economics. Students are led through the process with an entirely new set of carefully developed theoretical and practical exercises. Chapters examine the key features of economic time series, univariate time series analysis, trends, seasonality, aberrant observations, conditional heteroskedasticity and ARCH models, non-linearity and multivariate time series, making this a complete practical guide. Downloadable datasets are available online.
Book Synopsis Non-Linear Time Series Models in Empirical Finance by : Philip Hans Franses
Download or read book Non-Linear Time Series Models in Empirical Finance written by Philip Hans Franses and published by Cambridge University Press. This book was released on 2000-07-27 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 2000 volume reviews non-linear time series models, and their applications to financial markets.
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 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 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 Capital Flows and the Emerging Economies by : Sebastian Edwards
Download or read book Capital Flows and the Emerging Economies written by Sebastian Edwards and published by University of Chicago Press. This book was released on 2008-04-15 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 1990s witnessed several acute currency crises among developing nations that invariably spread to other nearby at-risk countries. These episodes—in Mexico, Thailand, South Korea, Russia, and Brazil—were all exacerbated by speculative foreign investments and high-volume movements of capital in and out of those countries. Insufficient domestic controls and a sluggish international response further undermined these economies, as well as the credibility of external oversight agencies like the International Monetary Fund. This timely volume examines the correlation between volatile capital mobility, currency instability, and the threat of regional contagion, focusing particular attention on the emergent economies of Latin America, Southeast Asia, and Eastern Europe. Together these studies offer a new understanding of the empirical relationship between capital flows, international trade, and economic performance, and also afford key insights into realms of major policy concern.
Book Synopsis Forecasting Financial Markets in India by : Rudra Prakash Pradhan
Download or read book Forecasting Financial Markets in India written by Rudra Prakash Pradhan and published by Allied Publishers. This book was released on 2009 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Papers presented at the Forecasting Financial Markets in India, held at Kharagpur during 29-31 December 2008.
Book Synopsis Handbook Of Business Practices And Growth In Emerging Markets by : Satyendra Singh
Download or read book Handbook Of Business Practices And Growth In Emerging Markets written by Satyendra Singh and published by World Scientific. This book was released on 2009-10-22 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Business Practices and Growth in Emerging Markets consists of a collection of specially commissioned chapters that describe the current business environment, organizational culture, consumer behavior, financial investment climate, and examples of best prevailing practices in emerging markets. It covers all the major functional areas of business — marketing, strategy, operations and finance — in all continents. The focus of each chapter is on the identification of different business issues in different emerging markets (including Asia, Africa and South America) and on the implementation of a proposed set of recommendations, using both qualitative and quantitative techniques to assist in decision-making and in improving organizational efficiency and effectiveness. Readers will also appreciate the multidimensional view of financial and non-financial performance measurement of businesses.Specifically, the goal of this research-based handbook is to provide a comprehensive guide for business students and managers by discussing a range of issues from the diverse emerging markets and enabling them to develop a strategic mindset for a market-oriented culture. Given the changing business dynamics, government policies and demands in industries, this handbook is both timely and topical.
Book Synopsis Dynamic Models for Volatility and Heavy Tails by : Andrew C. Harvey
Download or read book Dynamic Models for Volatility and Heavy Tails written by Andrew C. Harvey and published by Cambridge University Press. This book was released on 2013-04-22 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volatility of financial returns changes over time and, for the last thirty years, Generalized Autoregressive Conditional Heteroscedasticity (GARCH) models have provided the principal means of analyzing, modeling and monitoring such changes. Taking into account that financial returns typically exhibit heavy tails - that is, extreme values can occur from time to time - Andrew Harvey's new book shows how a small but radical change in the way GARCH models are formulated leads to a resolution of many of the theoretical problems inherent in the statistical theory. The approach can also be applied to other aspects of volatility. The more general class of Dynamic Conditional Score models extends to robust modeling of outliers in the levels of time series and to the treatment of time-varying relationships. The statistical theory draws on basic principles of maximum likelihood estimation and, by doing so, leads to an elegant and unified treatment of nonlinear time-series modeling.
Book Synopsis Volatility and Correlation by : Riccardo Rebonato
Download or read book Volatility and Correlation written by Riccardo Rebonato and published by John Wiley & Sons. This book was released on 2005-07-08 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Volatility and Correlation 2nd edition: The Perfect Hedger and the Fox, Rebonato looks at derivatives pricing from the angle of volatility and correlation. With both practical and theoretical applications, this is a thorough update of the highly successful Volatility & Correlation – with over 80% new or fully reworked material and is a must have both for practitioners and for students. The new and updated material includes a critical examination of the ‘perfect-replication’ approach to derivatives pricing, with special attention given to exotic options; a thorough analysis of the role of quadratic variation in derivatives pricing and hedging; a discussion of the informational efficiency of markets in commonly-used calibration and hedging practices. Treatment of new models including Variance Gamma, displaced diffusion, stochastic volatility for interest-rate smiles and equity/FX options. The book is split into four parts. Part I deals with a Black world without smiles, sets out the author’s ‘philosophical’ approach and covers deterministic volatility. Part II looks at smiles in equity and FX worlds. It begins with a review of relevant empirical information about smiles, and provides coverage of local-stochastic-volatility, general-stochastic-volatility, jump-diffusion and Variance-Gamma processes. Part II concludes with an important chapter that discusses if and to what extent one can dispense with an explicit specification of a model, and can directly prescribe the dynamics of the smile surface. Part III focusses on interest rates when the volatility is deterministic. Part IV extends this setting in order to account for smiles in a financially motivated and computationally tractable manner. In this final part the author deals with CEV processes, with diffusive stochastic volatility and with Markov-chain processes. Praise for the First Edition: “In this book, Dr Rebonato brings his penetrating eye to bear on option pricing and hedging.... The book is a must-read for those who already know the basics of options and are looking for an edge in applying the more sophisticated approaches that have recently been developed.” —Professor Ian Cooper, London Business School “Volatility and correlation are at the very core of all option pricing and hedging. In this book, Riccardo Rebonato presents the subject in his characteristically elegant and simple fashion...A rare combination of intellectual insight and practical common sense.” —Anthony Neuberger, London Business School
Book Synopsis Analysis and Forecasting of Financial Time Series by : Jaydip Sen
Download or read book Analysis and Forecasting of Financial Time Series written by Jaydip Sen and published by Cambridge Scholars Publishing. This book was released on 2022-10-11 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together real-world cases illustrating how to analyse volatile financial time series in order to provide a better understanding of their past behavior and robust forecasting of their future behavioural patterns. Using time series data from diverse financial sectors, it shows how the concepts and techniques of statistical analysis, machine learning, and deep learning are applied to build robust predictive models, as well as the ways in which these models can be used for forecasting the future prices of stocks and constructing profitable portfolios of investments. All the concepts and methods used in the book have been implemented using Python and R languages on TensorFlow and Keras frameworks. The volume will be particularly useful for advanced postgraduate and doctoral students of finance, economics, econometrics, statistics, data science, computer science, and information technology.
Book Synopsis Soft Computing and Signal Processing by : Jiacun Wang
Download or read book Soft Computing and Signal Processing written by Jiacun Wang and published by Springer. This book was released on 2019-02-14 with total page 783 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book includes research papers on current developments in the field of soft computing and signal processing, selected from papers presented at the International Conference on Soft Computing and Signal Processing (ICSCSP 2018). It features papers on current topics, such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning. It also discusses various aspects of these topics, like technologies, product implementation, and application issues.
Book Synopsis Returns & Volatility of Sectoral Indices of Nifty by : Dr. T. Peddanna
Download or read book Returns & Volatility of Sectoral Indices of Nifty written by Dr. T. Peddanna and published by Readworthy. This book was released on with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Generally, the fund managers prefer to include Nifty-listed securities in their portfolio, because they are the leading stocks of the nation, using these companies constructed 11 sectors of stock indices. On the whole, the analysis of 12-year data starting from April 2002 to March 2014 established two phases of sectoral indices of Nifty; they are pre and post-recession periods in the light of sub-prime financial crisis that cropped up across the globe during 2008-09. As this study revealed sector-wise return exposure under different economic conditions, it helps investors to diversify their funds to various sectors which give average return to their portfolios and at lower risk element. However, this study is helped in understanding the risk-return relationship between different sectors of Nifty, as well as ARCH and GARCH models to estimate the volatility in the near future in great detail. The direction of the Nifty index is mainly determined by a few sectors in the long run like Bank, Pharma and Capital Goods indices. Finally, this study is enabled the investors to understand the risk and returns of sectoral indices of Nifty to make effective portfolio decisions under different economic conditions to sustain the portfolio with the same objectives till its tenure. This book is useful for Portfolio Managers, Fund Managers, Investment Managers and Policy makers, Academicians, Research scholars; Post graduate students and other commerce and Management students those working on Returns and volatility of stock market indices and securities."
Book Synopsis Pricing Derivative Securities by : T. W. Epps
Download or read book Pricing Derivative Securities written by T. W. Epps and published by World Scientific. This book was released on 2007 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents techniques for valuing derivative securities at a level suitable for practitioners, students in doctoral programs in economics and finance, and those in masters-level programs in financial mathematics and computational finance. It provides the necessary mathematical tools from analysis, probability theory, the theory of stochastic processes, and stochastic calculus, making extensive use of examples. It also covers pricing theory, with emphasis on martingale methods. The chapters are organized around the assumptions made about the dynamics of underlying price processes. Readers begin with simple, discrete-time models that require little mathematical sophistication, proceed to the basic Black-Scholes theory, and then advance to continuous-time models with multiple risk sources. The second edition takes account of the major developments in the field since 2000. New topics include the use of simulation to price American-style derivatives, a new one-step approach to pricing options by inverting characteristic functions, and models that allow jumps in volatility and Markov-driven changes in regime. The new chapter on interest-rate derivatives includes extensive coverage of the LIBOR market model and an introduction to the modeling of credit risk. As a supplement to the text, the book contains an accompanying CD-ROM with user-friendly FORTRAN, C++, and VBA program components.
