Hidden Markov Models

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Publisher : Springer Science & Business Media
ISBN 13 : 1402079400
Total Pages : 167 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Hidden Markov Models by : Ramaprasad Bhar

Download or read book Hidden Markov Models written by Ramaprasad Bhar and published by Springer Science & Business Media. This book was released on 2006-04-18 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Markov chains have increasingly become useful way of capturing stochastic nature of many economic and financial variables. Although the hidden Markov processes have been widely employed for some time in many engineering applications e.g. speech recognition, its effectiveness has now been recognized in areas of social science research as well. The main aim of Hidden Markov Models: Applications to Financial Economics is to make such techniques available to more researchers in financial economics. As such we only cover the necessary theoretical aspects in each chapter while focusing on real life applications using contemporary data mainly from OECD group of countries. The underlying assumption here is that the researchers in financial economics would be familiar with such application although empirical techniques would be more traditional econometrics. Keeping the application level in a more familiar level, we focus on the methodology based on hidden Markov processes. This will, we believe, help the reader to develop more in-depth understanding of the modeling issues thereby benefiting their future research.

Systemic Risk and Complex Networks in Modern Financial Systems

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Publisher : Springer Nature
ISBN 13 : 3031649168
Total Pages : 419 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Systemic Risk and Complex Networks in Modern Financial Systems by : Vincenzo Pacelli

Download or read book Systemic Risk and Complex Networks in Modern Financial Systems written by Vincenzo Pacelli and published by Springer Nature. This book was released on with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Recent Advances and Applications in Alternative Investments

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Publisher : IGI Global
ISBN 13 : 1799824381
Total Pages : 385 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Recent Advances and Applications in Alternative Investments by : Zopounidis, Constantin

Download or read book Recent Advances and Applications in Alternative Investments written by Zopounidis, Constantin and published by IGI Global. This book was released on 2020-02-07 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, there has been a swell of investment opportunities in contemporary asset classes that have gained considerable attention, including cryptocurrencies, hedge funds, and private equity. These alternative investments provide the opportunity to enhance the diversification of financial portfolios and harvest risk premiums that traditional assets like stocks and bonds fail to provide. The emergence of these new properties has created the need to further understand the mechanics, risks, and returns of alternative investments. Recent Advances and Applications in Alternative Investments is a pivotal reference source that provides vital research on the emergence and development of complementary asset classes in the field of finance and investment. While highlighting topics such as carbon emission markets, renewable energy, and digital currencies, this publication explores modern investment strategies as well as the latest products and new types of risk. This book is ideally designed for managers, strategists, accountants, financial professionals, economists, brokers, investors, business practitioners, policymakers, researchers, and academicians seeking current research on contemporary developments in investment strategies and alternative assets.

Mathematical Finance with Applications

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Publisher : MDPI
ISBN 13 : 3039435736
Total Pages : 232 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Mathematical Finance with Applications by : Wing-Keung Wong

Download or read book Mathematical Finance with Applications written by Wing-Keung Wong and published by MDPI. This book was released on 2020-12-07 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical finance plays a vital role in many fields within finance and provides the theories and tools that have been widely used in all areas of finance. Knowledge of mathematics, probability, and statistics is essential to develop finance theories and test their validity through the analysis of empirical, real-world data. For example, mathematics, probability, and statistics could help to develop pricing models for financial assets such as equities, bonds, currencies, and derivative securities.

Handbook of Volatility Models and Their Applications

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Publisher : John Wiley & Sons
ISBN 13 : 1118272056
Total Pages : 566 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Handbook of Volatility Models and Their Applications by : Luc Bauwens

Download or read book Handbook of Volatility Models and Their Applications written by Luc Bauwens and published by John Wiley & Sons. This book was released on 2012-03-22 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete guide to the theory and practice of volatility models in financial engineering Volatility has become a hot topic in this era of instant communications, spawning a great deal of research in empirical finance and time series econometrics. Providing an overview of the most recent advances, Handbook of Volatility Models and Their Applications explores key concepts and topics essential for modeling the volatility of financial time series, both univariate and multivariate, parametric and non-parametric, high-frequency and low-frequency. Featuring contributions from international experts in the field, the book features numerous examples and applications from real-world projects and cutting-edge research, showing step by step how to use various methods accurately and efficiently when assessing volatility rates. Following a comprehensive introduction to the topic, readers are provided with three distinct sections that unify the statistical and practical aspects of volatility: Autoregressive Conditional Heteroskedasticity and Stochastic Volatility presents ARCH and stochastic volatility models, with a focus on recent research topics including mean, volatility, and skewness spillovers in equity markets Other Models and Methods presents alternative approaches, such as multiplicative error models, nonparametric and semi-parametric models, and copula-based models of (co)volatilities Realized Volatility explores issues of the measurement of volatility by realized variances and covariances, guiding readers on how to successfully model and forecast these measures Handbook of Volatility Models and Their Applications is an essential reference for academics and practitioners in finance, business, and econometrics who work with volatility models in their everyday work. The book also serves as a supplement for courses on risk management and volatility at the upper-undergraduate and graduate levels.

Emerging Markets and the Global Economy

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Publisher : Academic Press
ISBN 13 : 0124115632
Total Pages : 927 pages
Book Rating : 4.1/5 (241 download)

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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

Nonlinear Time Series Analysis of Economic and Financial Data

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Publisher : Springer Science & Business Media
ISBN 13 : 0792383796
Total Pages : 394 pages
Book Rating : 4.7/5 (923 download)

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Book Synopsis Nonlinear Time Series Analysis of Economic and Financial Data by : Philip Rothman

Download or read book Nonlinear Time Series Analysis of Economic and Financial Data written by Philip Rothman and published by Springer Science & Business Media. This book was released on 1999-01-31 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear Time Series Analysis of Economic and Financial Data provides an examination of the flourishing interest that has developed in this area over the past decade. The constant theme throughout this work is that standard linear time series tools leave unexamined and unexploited economically significant features in frequently used data sets. The book comprises original contributions written by specialists in the field, and offers a combination of both applied and methodological papers. It will be useful to both seasoned veterans of nonlinear time series analysis and those searching for an informative panoramic look at front-line developments in the area.

Business, Economic and Financial Issues in Emerging Markets and Advanced Economies after the COVID-19 Crisis

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Publisher : Frontiers Media SA
ISBN 13 : 2832534317
Total Pages : 223 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Business, Economic and Financial Issues in Emerging Markets and Advanced Economies after the COVID-19 Crisis by : Giray Gozgor

Download or read book Business, Economic and Financial Issues in Emerging Markets and Advanced Economies after the COVID-19 Crisis written by Giray Gozgor and published by Frontiers Media SA. This book was released on 2023-11-22 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Research Topic is Volume 2 in the Research Topic series 'Economic and Financial Issues in the Post-COVID-19 World: Implications and Role of Public Health'. Both developed and developing economies have experienced significant risks and uncertainties due to the COVID-19 pandemic. There are still risks and uncertainty shocks of the COVID-19 in every aspect of the global economic and financial system, including investors' decisions and the financial sector's development. In this Research Topic, we aim to understand the dynamics of business, economic, and financial issues - including potential structural changes after the COVID-19 in emerging markets and advanced economies. This Research Topic’s main goal is to provide different aspects and consequences of economic and financial issues in emerging markets and advanced economies after the COVID-19 pandemic. In particular, we welcome interdisciplinary, empirical, and theoretical papers (panel data studies, survey studies, and time-series analyses) focusing on the business, economic, and financial issues after the COVID-19 crisis. We also welcome policy briefs of people working at central banks, governments, and other public institutions, focusing on these issues.

Does Financial Connectedness Predict Crises?

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Publisher : International Monetary Fund
ISBN 13 : 1475554257
Total Pages : 44 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis Does Financial Connectedness Predict Crises? by : Ms.Camelia Minoiu

Download or read book Does Financial Connectedness Predict Crises? written by Ms.Camelia Minoiu and published by International Monetary Fund. This book was released on 2013-12-24 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: The global financial crisis has reignited interest in models of crisis prediction. It has also raised the question whether financial connectedness - a possible source of systemic risk - can serve as an early warning indicator of crises. In this paper we examine the ability of connectedness in the global network of financial linkages to predict systemic banking crises. Our results indicate that increases in a country's financial interconnectedness and decreases in its neighbors' connectedness are associated with a higher probability of banking crises after controlling for macroeconomic fundamentals.

Financial and Macroeconomic Connectedness

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Publisher : Oxford University Press
ISBN 13 : 0199338329
Total Pages : 285 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis Financial and Macroeconomic Connectedness by : Francis X. Diebold

Download or read book Financial and Macroeconomic Connectedness written by Francis X. Diebold and published by Oxford University Press. This book was released on 2015-02-03 with total page 285 pages. Available in PDF, EPUB and Kindle. Book excerpt: Connections among different assets, asset classes, portfolios, and the stocks of individual institutions are critical in examining financial markets. Interest in financial markets implies interest in underlying macroeconomic fundamentals. In Financial and Macroeconomic Connectedness, Frank Diebold and Kamil Yilmaz propose a simple framework for defining, measuring, and monitoring connectedness, which is central to finance and macroeconomics. These measures of connectedness are theoretically rigorous yet empirically relevant. The approach to connectedness proposed by the authors is intimately related to the familiar econometric notion of variance decomposition. The full set of variance decompositions from vector auto-regressions produces the core of the 'connectedness table.' The connectedness table makes clear how one can begin with the most disaggregated pair-wise directional connectedness measures and aggregate them in various ways to obtain total connectedness measures. The authors also show that variance decompositions define weighted, directed networks, so that these proposed connectedness measures are intimately related to key measures of connectedness used in the network literature. After describing their methods in the first part of the book, the authors proceed to characterize daily return and volatility connectedness across major asset (stock, bond, foreign exchange and commodity) markets as well as the financial institutions within the U.S. and across countries since late 1990s. These specific measures of volatility connectedness show that stock markets played a critical role in spreading the volatility shocks from the U.S. to other countries. Furthermore, while the return connectedness across stock markets increased gradually over time the volatility connectedness measures were subject to significant jumps during major crisis events. This book examines not only financial connectedness, but also real fundamental connectedness. In particular, the authors show that global business cycle connectedness is economically significant and time-varying, that the U.S. has disproportionately high connectedness to others, and that pairwise country connectedness is inversely related to bilateral trade surpluses.

Sustainability of the Theories Developed by Mathematical Finance and Mathematical Economics with Applications

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Publisher : MDPI
ISBN 13 : 3039365312
Total Pages : 382 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Sustainability of the Theories Developed by Mathematical Finance and Mathematical Economics with Applications by : Wing-Keung Wong

Download or read book Sustainability of the Theories Developed by Mathematical Finance and Mathematical Economics with Applications written by Wing-Keung Wong and published by MDPI. This book was released on 2020-12-15 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: The topics studied in this Special Issue include a wide range of areas in finance, economics, tourism, management, marketing, and education. The topics in finance include stock market, volatility and excess returns, REIT, warrant and options, herding behavior and trading strategy, supply finance, and corporate finance. The topics in economics including economic growth, income poverty, and political economics.

One Ring to Rule Them All? New Evidence on World Cycles

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Publisher : International Monetary Fund
ISBN 13 : 1513515659
Total Pages : 36 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis One Ring to Rule Them All? New Evidence on World Cycles by : Eric Monnet

Download or read book One Ring to Rule Them All? New Evidence on World Cycles written by Eric Monnet and published by International Monetary Fund. This book was released on 2019-09-20 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: We estimate world cycles using a new quarterly dataset of output, credit and asset prices assembled using IMF archives and covering a large set of advanced and emerging economies since 1950. World cycles, both real and financial, exist and are generally driven by US shocks. But their impact is modest for most countries. The global financial cycle is also much weaker when looking at credit rather than asset prices. We also challenge the view that syncronization has increased over time. Although this is true for prices (goods and assets), this not true for quantities (output and credit). The world business and credit cycles were as strong during Bretton Woods (1950–1972) as during the Globalization period (1984-2006). For most countries, the way their output co-moves with the rest of the world has changed little over the last 70 years. We discuss the reasons behind these new findings and their policy implications for small open economies.

Global Trends 2040

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Publisher : Cosimo Reports
ISBN 13 : 9781646794973
Total Pages : 158 pages
Book Rating : 4.7/5 (949 download)

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Book Synopsis Global Trends 2040 by : National Intelligence Council

Download or read book Global Trends 2040 written by National Intelligence Council and published by Cosimo Reports. This book was released on 2021-03 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The ongoing COVID-19 pandemic marks the most significant, singular global disruption since World War II, with health, economic, political, and security implications that will ripple for years to come." -Global Trends 2040 (2021) Global Trends 2040-A More Contested World (2021), released by the US National Intelligence Council, is the latest report in its series of reports starting in 1997 about megatrends and the world's future. This report, strongly influenced by the COVID-19 pandemic, paints a bleak picture of the future and describes a contested, fragmented and turbulent world. It specifically discusses the four main trends that will shape tomorrow's world: - Demographics-by 2040, 1.4 billion people will be added mostly in Africa and South Asia. - Economics-increased government debt and concentrated economic power will escalate problems for the poor and middleclass. - Climate-a hotter world will increase water, food, and health insecurity. - Technology-the emergence of new technologies could both solve and cause problems for human life. Students of trends, policymakers, entrepreneurs, academics, journalists and anyone eager for a glimpse into the next decades, will find this report, with colored graphs, essential reading.

Spillovers from China

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Publisher : International Monetary Fund
ISBN 13 : 1475541937
Total Pages : 22 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis Spillovers from China by : MissNkunde Mwase

Download or read book Spillovers from China written by MissNkunde Mwase and published by International Monetary Fund. This book was released on 2016-09-27 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although China’s much-needed transition to a new growth path is proceeding broadly as expected, the transition is still fraught with uncertainty, including regarding the Chinese authorities’ ability to achieve a smooth rebalancing of growth and the extent of the attendant slowdown in activity. Thus, in the short run, the transition process is likely to entail significant spillovers through trade and commodities, and possibly financial channels. This note sheds some light on the size and nature of financial spillovers from China by looking at the impact of developments in China on global financial markets, with a particular emphasis on differentiation across asset classes and markets. The note shows that economic and financial developments in China have a significant impact on global financial markets, but these effects reflect primarily the central role the country plays in goods trade and commodity markets, rather than China’s financial integration in global markets and the direct financial linkages it has with other countries.

The Evidence and Impact of Financial Globalization

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Publisher : Academic Press
ISBN 13 : 012405899X
Total Pages : 807 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis The Evidence and Impact of Financial Globalization by :

Download or read book The Evidence and Impact of Financial Globalization written by and published by Academic Press. This book was released on 2012-12-31 with total page 807 pages. Available in PDF, EPUB and Kindle. Book excerpt: The sharp realities of financial globalization become clear during crises, when winners and losers emerge. Crises usher in short- and long-term changes to the status quo, and everyone agrees that learning from crises is a top priority. The Evidence and Impact of Financial Globalization devotes separate articles to specific crises, the conditions that cause them, and the longstanding arrangements devised to address them. While other books and journal articles treat these subjects in isolation, this volume presents a wide-ranging, consistent, yet varied specificity. Substantial, authoritative, and useful, these articles provide material unavailable elsewhere. - Substantial articles by top scholars sets this volume apart from other information sources - Rapidly developing subjects will interest readers well into the future - Reader demand and lack of competitors underline the high value of these reference works

Extreme Correlation of International Equity Markets

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Publisher :
ISBN 13 :
Total Pages : 44 pages
Book Rating : 4.X/5 (6 download)

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Book Synopsis Extreme Correlation of International Equity Markets by : François M. Longin

Download or read book Extreme Correlation of International Equity Markets written by François M. Longin and published by . This book was released on 2000 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stock Market Volatility

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Publisher : CRC Press
ISBN 13 : 1420099558
Total Pages : 654 pages
Book Rating : 4.4/5 (2 download)

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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