Hidden Markov Models in Finance

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Publisher : Springer Science & Business Media
ISBN 13 : 0387711635
Total Pages : 203 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Hidden Markov Models in Finance by : Rogemar S. Mamon

Download or read book Hidden Markov Models in Finance written by Rogemar S. Mamon and published by Springer Science & Business Media. This book was released on 2007-04-26 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: A number of methodologies have been employed to provide decision making solutions globalized markets. Hidden Markov Models in Finance offers the first systematic application of these methods to specialized financial problems: option pricing, credit risk modeling, volatility estimation and more. The book provides tools for sorting through turbulence, volatility, emotion, chaotic events – the random "noise" of financial markets – to analyze core components.

Hidden Markov Models in Finance

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Author :
Publisher : Springer
ISBN 13 : 1489974423
Total Pages : 280 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Hidden Markov Models in Finance by : Rogemar S. Mamon

Download or read book Hidden Markov Models in Finance written by Rogemar S. Mamon and published by Springer. This book was released on 2014-05-14 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the groundbreaking research of Harry Markowitz into the application of operations research to the optimization of investment portfolios, finance has been one of the most important areas of application of operations research. The use of hidden Markov models (HMMs) has become one of the hottest areas of research for such applications to finance. This handbook offers systemic applications of different methodologies that have been used for decision making solutions to the financial problems of global markets. As the follow-up to the authors’ Hidden Markov Models in Finance (2007), this offers the latest research developments and applications of HMMs to finance and other related fields. Amongst the fields of quantitative finance and actuarial science that will be covered are: interest rate theory, fixed-income instruments, currency market, annuity and insurance policies with option-embedded features, investment strategies, commodity markets, energy, high-frequency trading, credit risk, numerical algorithms, financial econometrics and operational risk. Hidden Markov Models in Finance: Further Developments and Applications, Volume II presents recent applications and case studies in finance and showcases the formulation of emerging potential applications of new research over the book’s 11 chapters. This will benefit not only researchers in financial modeling, but also others in fields such as engineering, the physical sciences and social sciences. Ultimately the handbook should prove to be a valuable resource to dynamic researchers interested in taking full advantage of the power and versatility of HMMs in accurately and efficiently capturing many of the processes in the financial market.

An Introduction to Stochastic Processes and Their Applications

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Publisher : Krieger Publishing Company
ISBN 13 :
Total Pages : 552 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis An Introduction to Stochastic Processes and Their Applications by : Chin Long Chiang

Download or read book An Introduction to Stochastic Processes and Their Applications written by Chin Long Chiang and published by Krieger Publishing Company. This book was released on 1980 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Random variables. Probability generating functions. Exponential-type distributions and maximum likelihood estimation. Branching process, random walk and ruin problem. Markov chains. Algebraic treatment of finite Markov chains. Renewal processes. Some stochastic models of population growth. A general birth process, an equality and an epidemic model. Birth-death processes and queueing processes. A simple illness-death process - fix-neyman processes. Multiple transition probabilities in the simple illness death process. Multiple transition time in the simple illness death process - an alternating renewal process. The kolmogorov differential equations and finite markov processes. Kolmogorov differential equations and finite markov processes - continuation. A general illness-death process. Migration processes and birth-illness-death processes.

Applied Economic Forecasting Using Time Series Methods

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Publisher : Oxford University Press
ISBN 13 : 0190622016
Total Pages : 617 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis Applied Economic Forecasting Using Time Series Methods by : Eric Ghysels

Download or read book Applied Economic Forecasting Using Time Series Methods written by Eric Ghysels and published by Oxford University Press. This book was released on 2018 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economic forecasting is a key ingredient of decision making in the public and private sectors. This book provides the necessary tools to solve real-world forecasting problems using time-series methods. It targets undergraduate and graduate students as well as researchers in public and private institutions interested in applied economic forecasting.

The Term Structure of Interest Rates

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Publisher :
ISBN 13 :
Total Pages : 96 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Term Structure of Interest Rates by : David Meiselman

Download or read book The Term Structure of Interest Rates written by David Meiselman and published by . This book was released on 1962 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:

International Convergence of Capital Measurement and Capital Standards

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Publisher : Lulu.com
ISBN 13 : 9291316695
Total Pages : 294 pages
Book Rating : 4.2/5 (913 download)

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Book Synopsis International Convergence of Capital Measurement and Capital Standards by :

Download or read book International Convergence of Capital Measurement and Capital Standards written by and published by Lulu.com. This book was released on 2004 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Zero Lower Bound Term Structure Modeling

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Publisher : Springer
ISBN 13 : 1137401826
Total Pages : 436 pages
Book Rating : 4.1/5 (374 download)

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Book Synopsis Zero Lower Bound Term Structure Modeling by : L. Krippner

Download or read book Zero Lower Bound Term Structure Modeling written by L. Krippner and published by Springer. This book was released on 2015-01-05 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nominal yields on government debt in several countries have fallen very near their zero lower bound (ZLB), causing a liquidity trap and limiting the capacity to stimulate economic growth. This book provides a comprehensive reference to ZLB structure modeling in an applied setting.

Bayesian Filtering and Smoothing

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Publisher : Cambridge University Press
ISBN 13 : 110703065X
Total Pages : 255 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Bayesian Filtering and Smoothing by : Simo Särkkä

Download or read book Bayesian Filtering and Smoothing written by Simo Särkkä and published by Cambridge University Press. This book was released on 2013-09-05 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unified Bayesian treatment of the state-of-the-art filtering, smoothing, and parameter estimation algorithms for non-linear state space models.

Handbook of Economic Forecasting

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Publisher : Elsevier
ISBN 13 : 0444627405
Total Pages : 667 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Handbook of Economic Forecasting by : Graham Elliott

Download or read book Handbook of Economic Forecasting written by Graham Elliott and published by Elsevier. This book was released on 2013-08-23 with total page 667 pages. Available in PDF, EPUB and Kindle. Book excerpt: The highly prized ability to make financial plans with some certainty about the future comes from the core fields of economics. In recent years the availability of more data, analytical tools of greater precision, and ex post studies of business decisions have increased demand for information about economic forecasting. Volumes 2A and 2B, which follows Nobel laureate Clive Granger's Volume 1 (2006), concentrate on two major subjects. Volume 2A covers innovations in methodologies, specifically macroforecasting and forecasting financial variables. Volume 2B investigates commercial applications, with sections on forecasters' objectives and methodologies. Experts provide surveys of a large range of literature scattered across applied and theoretical statistics journals as well as econometrics and empirical economics journals. The Handbook of Economic Forecasting Volumes 2A and 2B provide a unique compilation of chapters giving a coherent overview of forecasting theory and applications in one place and with up-to-date accounts of all major conceptual issues. - Focuses on innovation in economic forecasting via industry applications - Presents coherent summaries of subjects in economic forecasting that stretch from methodologies to applications - Makes details about economic forecasting accessible to scholars in fields outside economics

Introductory Econometrics for Finance

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Publisher : Cambridge University Press
ISBN 13 : 1139472305
Total Pages : 752 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Introductory Econometrics for Finance by : Chris Brooks

Download or read book Introductory Econometrics for Finance written by Chris Brooks and published by Cambridge University Press. This book was released on 2008-05-22 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: This best-selling textbook addresses the need for an introduction to econometrics specifically written for finance students. Key features: • Thoroughly revised and updated, including two new chapters on panel data and limited dependent variable models • Problem-solving approach assumes no prior knowledge of econometrics emphasising intuition rather than formulae, giving students the skills and confidence to estimate and interpret models • Detailed examples and case studies from finance show students how techniques are applied in real research • Sample instructions and output from the popular computer package EViews enable students to implement models themselves and understand how to interpret results • Gives advice on planning and executing a project in empirical finance, preparing students for using econometrics in practice • Covers important modern topics such as time-series forecasting, volatility modelling, switching models and simulation methods • Thoroughly class-tested in leading finance schools. Bundle with EViews student version 6 available. Please contact us for more details.

Negative Interest Rate Policy (NIRP)

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Publisher : International Monetary Fund
ISBN 13 : 1475524471
Total Pages : 48 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis Negative Interest Rate Policy (NIRP) by : Andreas Jobst

Download or read book Negative Interest Rate Policy (NIRP) written by Andreas Jobst and published by International Monetary Fund. This book was released on 2016-08-10 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: More than two years ago the European Central Bank (ECB) adopted a negative interest rate policy (NIRP) to achieve its price stability objective. Negative interest rates have so far supported easier financial conditions and contributed to a modest expansion in credit, demonstrating that the zero lower bound is less binding than previously thought. However, interest rate cuts also weigh on bank profitability. Substantial rate cuts may at some point outweigh the benefits from higher asset values and stronger aggregate demand. Further monetary accommodation may need to rely more on credit easing and an expansion of the ECB’s balance sheet rather than substantial additional reductions in the policy rate.

Understanding Computational Bayesian Statistics

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Publisher : John Wiley & Sons
ISBN 13 : 1118209923
Total Pages : 255 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Understanding Computational Bayesian Statistics by : William M. Bolstad

Download or read book Understanding Computational Bayesian Statistics written by William M. Bolstad and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on introduction to computational statistics from a Bayesian point of view Providing a solid grounding in statistics while uniquely covering the topics from a Bayesian perspective, Understanding Computational Bayesian Statistics successfully guides readers through this new, cutting-edge approach. With its hands-on treatment of the topic, the book shows how samples can be drawn from the posterior distribution when the formula giving its shape is all that is known, and how Bayesian inferences can be based on these samples from the posterior. These ideas are illustrated on common statistical models, including the multiple linear regression model, the hierarchical mean model, the logistic regression model, and the proportional hazards model. The book begins with an outline of the similarities and differences between Bayesian and the likelihood approaches to statistics. Subsequent chapters present key techniques for using computer software to draw Monte Carlo samples from the incompletely known posterior distribution and performing the Bayesian inference calculated from these samples. Topics of coverage include: Direct ways to draw a random sample from the posterior by reshaping a random sample drawn from an easily sampled starting distribution The distributions from the one-dimensional exponential family Markov chains and their long-run behavior The Metropolis-Hastings algorithm Gibbs sampling algorithm and methods for speeding up convergence Markov chain Monte Carlo sampling Using numerous graphs and diagrams, the author emphasizes a step-by-step approach to computational Bayesian statistics. At each step, important aspects of application are detailed, such as how to choose a prior for logistic regression model, the Poisson regression model, and the proportional hazards model. A related Web site houses R functions and Minitab macros for Bayesian analysis and Monte Carlo simulations, and detailed appendices in the book guide readers through the use of these software packages. Understanding Computational Bayesian Statistics is an excellent book for courses on computational statistics at the upper-level undergraduate and graduate levels. It is also a valuable reference for researchers and practitioners who use computer programs to conduct statistical analyses of data and solve problems in their everyday work.

Negative Interest Rates

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Publisher : International Monetary Fund
ISBN 13 : 1513570080
Total Pages : 84 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis Negative Interest Rates by : Luís Brandão Marques

Download or read book Negative Interest Rates written by Luís Brandão Marques and published by International Monetary Fund. This book was released on 2021-03-03 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper focuses on negative interest rate policies and covers a broad range of its effects, with a detailed discussion of findings in the academic literature and of broader country experiences.

Term Structure of Interest Rates

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Publisher : Princeton University Press
ISBN 13 : 1400879787
Total Pages : 294 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Term Structure of Interest Rates by : Burton Gordon Malkiel

Download or read book Term Structure of Interest Rates written by Burton Gordon Malkiel and published by Princeton University Press. This book was released on 2015-12-08 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can expectations alone explain the yield differentials among bonds of different maturities? To what extend do attitudes toward risk and transactions costs influence the behavior of bond investors? Is it possible for the Federal Reserve to "twist" the interest-rate structure in accordance with its policy objectives? These are among the questions treated. Originally published in 1966. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.

Mathematics of Finance

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Publisher : American Mathematical Soc.
ISBN 13 : 0821834126
Total Pages : 414 pages
Book Rating : 4.8/5 (218 download)

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Book Synopsis Mathematics of Finance by : George Yin

Download or read book Mathematics of Finance written by George Yin and published by American Mathematical Soc.. This book was released on 2004 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains papers based on talks given at the first AMS-IMS-SIAM Joint Summer Research Conference on Mathematics of Finance held at Snowbird. This book includes such topics as modeling, estimation, optimization, control, and risk assessment and management. It is suitable for students interested in mathematical finance.

Missing Data Methods

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Publisher : Emerald Group Publishing
ISBN 13 : 1780525265
Total Pages : 262 pages
Book Rating : 4.7/5 (85 download)

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Book Synopsis Missing Data Methods by : David M. Drukker

Download or read book Missing Data Methods written by David M. Drukker and published by Emerald Group Publishing. This book was released on 2011-11-30 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part of the "Advances in Econometrics" series, this title contains chapters covering topics such as: Missing-Data Imputation in Nonstationary Panel Data Models; Markov Switching Models in Empirical Finance; Bayesian Analysis of Multivariate Sample Selection Models Using Gaussian Copulas; and, Consistent Estimation and Orthogonality.

Financial Markets and the Real Economy

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Publisher : Now Publishers Inc
ISBN 13 : 1933019158
Total Pages : 117 pages
Book Rating : 4.9/5 (33 download)

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Book Synopsis Financial Markets and the Real Economy by : John H. Cochrane

Download or read book Financial Markets and the Real Economy written by John H. Cochrane and published by Now Publishers Inc. This book was released on 2005 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Markets and the Real Economy reviews the current academic literature on the macroeconomics of finance.