Decomposing Excess Returns in Stochastic Linear Models

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (777 download)

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Book Synopsis Decomposing Excess Returns in Stochastic Linear Models by : Carl Lin

Download or read book Decomposing Excess Returns in Stochastic Linear Models written by Carl Lin and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stochastic Decomposition

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Publisher : Springer Science & Business Media
ISBN 13 : 1461541158
Total Pages : 237 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Stochastic Decomposition by : Julia L. Higle

Download or read book Stochastic Decomposition written by Julia L. Higle and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Motivation Stochastic Linear Programming with recourse represents one of the more widely applicable models for incorporating uncertainty within in which the SLP optimization models. There are several arenas model is appropriate, and such models have found applications in air line yield management, capacity planning, electric power generation planning, financial planning, logistics, telecommunications network planning, and many more. In some of these applications, modelers represent uncertainty in terms of only a few seenarios and formulate a large scale linear program which is then solved using LP software. However, there are many applications, such as the telecommunications planning problem discussed in this book, where a handful of seenarios do not capture variability well enough to provide a reasonable model of the actual decision-making problem. Problems of this type easily exceed the capabilities of LP software by several orders of magnitude. Their solution requires the use of algorithmic methods that exploit the structure of the SLP model in a manner that will accommodate large scale applications.

Decomposition and Importance Sampling for Stochastic Linear Models

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Publisher :
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4.:/5 (123 download)

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Book Synopsis Decomposition and Importance Sampling for Stochastic Linear Models by : International Business Machines Corporation. Research Division

Download or read book Decomposition and Importance Sampling for Stochastic Linear Models written by International Business Machines Corporation. Research Division and published by . This book was released on 1990 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Identification and Inference in Linear Stochastic Discount Factor Models with Excess Returns

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (16 download)

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Book Synopsis Identification and Inference in Linear Stochastic Discount Factor Models with Excess Returns by : Craig Burnside

Download or read book Identification and Inference in Linear Stochastic Discount Factor Models with Excess Returns written by Craig Burnside and published by . This book was released on 2010 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Modeling Financial Return Dynamics Via Decomposition

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

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Book Synopsis Modeling Financial Return Dynamics Via Decomposition by : Stanislav Anatolyev

Download or read book Modeling Financial Return Dynamics Via Decomposition written by Stanislav Anatolyev and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: While the predictability of excess stock returns is detected by traditional predictive regressions as statistically small, the direction-of-change and volatility of returns exhibit a substantially larger degree of dependence over time. We capitalize on this observation and decompose the returns into a product of sign and absolute value components whose joint distribution is obtained by combining a multiplicative error model for absolute values, a dynamic binary choice model for signs, and a copula for their interaction. Our decomposition model is able to incorporate important nonlinearities in excess return dynamics that cannot be captured in the standard predictive regression setup. The empirical analysis of US stock return data shows statistically and economically significant forecasting gains of the decomposition model over the conventional predictive regression.

Analysis of Linear Factor Models with Multivariate Stochastic Volatility for Stock and Bond Returns

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Publisher :
ISBN 13 :
Total Pages : 46 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Analysis of Linear Factor Models with Multivariate Stochastic Volatility for Stock and Bond Returns by : John T. Scruggs

Download or read book Analysis of Linear Factor Models with Multivariate Stochastic Volatility for Stock and Bond Returns written by John T. Scruggs and published by . This book was released on 2003 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: We explore high-dimensional linear factor models in which the covariance matrix of excess asset returns follows a multivariate stochastic volatility process. We test crosssectional restrictions suggested by the arbitrage pricing theory, compare competing stochastic volatility specifications for the covariance matrix, test for the number of factors, and analyze possible sources of model misspecification. Estimation and testing of these models is feasible due to recent advances in Bayesian Markov chain Monte Carlo (MCMC) methods. We find that five latent factors with multivariate stochastic volatility best explain excess returns for a sample of seventeen stock and bond portfolios. Analysis of cumulative latent factor shocks suggests that APT pricing restrictions, coupled with constant factor risk premia, do not adequately explain cross-sectional variation in average portfolio excess returns.

The Theory and Practice of Investment Management

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Publisher : John Wiley & Sons
ISBN 13 : 0470929901
Total Pages : 708 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis The Theory and Practice of Investment Management by : Frank J. Fabozzi

Download or read book The Theory and Practice of Investment Management written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2011-04-05 with total page 708 pages. Available in PDF, EPUB and Kindle. Book excerpt: An updated guide to the theory and practice of investment management Many books focus on the theory of investment management and leave the details of the implementation of the theory up to you. This book illustrates how theory is applied in practice while stressing the importance of the portfolio construction process. The Second Edition of The Theory and Practice of Investment Management is the ultimate guide to understanding the various aspects of investment management and investment vehicles. Tying together theoretical advances in investment management with actual practical applications, this book gives you a unique opportunity to use proven investment management techniques to protect and grow a portfolio under many different circumstances. Contains new material on the latest tools and strategies for both equity and fixed income portfolio management Includes key take-aways as well as study questions at the conclusion of each chapter A timely updated guide to an important topic in today's investment world This comprehensive investment management resource combines real-world financial knowledge with investment management theory to provide you with the practical guidance needed to succeed within the investment management arena.

Stochastic Modeling in Economics and Finance

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Publisher : Springer Science & Business Media
ISBN 13 : 0306481677
Total Pages : 394 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Stochastic Modeling in Economics and Finance by : Jitka Dupacova

Download or read book Stochastic Modeling in Economics and Finance written by Jitka Dupacova and published by Springer Science & Business Media. This book was released on 2005-12-30 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Part I, the fundamentals of financial thinking and elementary mathematical methods of finance are presented. The method of presentation is simple enough to bridge the elements of financial arithmetic and complex models of financial math developed in the later parts. It covers characteristics of cash flows, yield curves, and valuation of securities. Part II is devoted to the allocation of funds and risk management: classics (Markowitz theory of portfolio), capital asset pricing model, arbitrage pricing theory, asset & liability management, value at risk. The method explanation takes into account the computational aspects. Part III explains modeling aspects of multistage stochastic programming on a relatively accessible level. It includes a survey of existing software, links to parametric, multiobjective and dynamic programming, and to probability and statistics. It focuses on scenario-based problems with the problems of scenario generation and output analysis discussed in detail and illustrated within a case study.

Encyclopedia of Financial Models

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Publisher : John Wiley & Sons
ISBN 13 : 1118539761
Total Pages : 640 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Encyclopedia of Financial Models by : Frank J. Fabozzi

Download or read book Encyclopedia of Financial Models written by Frank J. Fabozzi and published by John Wiley & Sons. This book was released on 2012-09-12 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume 1 of the Encyclopedia of Financial Models The need for serious coverage of financial modeling has never been greater, especially with the size, diversity, and efficiency of modern capital markets. With this in mind, the Encyclopedia of Financial Models has been created to help a broad spectrum of individuals ranging from finance professionals to academics and students understand financial modeling and make use of the various models currently available. Incorporating timely research and in-depth analysis, Volume 1 of the Encyclopedia of Financial Models covers both established and cutting-edge models and discusses their real-world applications. Edited by Frank Fabozzi, this volume includes contributions from global financial experts as well as academics with extensive consulting experience in this field. Organized alphabetically by category, this reliable resource consists of thirty-nine informative entries and provides readers with a balanced understanding of today's dynamic world of financial modeling. Volume 1 addresses Asset Pricing Models, Bayesian Analysis and Financial Modeling Applications, Bond Valuation Modeling, Credit Risk Modeling, and Derivatives Valuation Emphasizes both technical and implementation issues, providing researchers, educators, students, and practitioners with the necessary background to deal with issues related to financial modeling The 3-Volume Set contains coverage of the fundamentals and advances in financial modeling and provides the mathematical and statistical techniques needed to develop and test financial models Financial models have become increasingly commonplace, as well as complex. They are essential in a wide range of financial endeavors, and the Encyclopedia of Financial Models will help put them in perspective.

Mutual Funds and Exchange-Traded Funds

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Publisher : Oxford University Press
ISBN 13 : 0190207450
Total Pages : 663 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Mutual Funds and Exchange-Traded Funds by : H. Kent Baker

Download or read book Mutual Funds and Exchange-Traded Funds written by H. Kent Baker and published by Oxford University Press. This book was released on 2015-10-21 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mutual Funds and Exchange-Traded Funds: Building Blocks to Wealth offers a synthesis of the theoretical and empirical literature primarily on mutual funds but also discusses related investment vehicles, especially ETFs. In this edited volume, noted scholars and practitioners write chapters in their areas of expertise. It interweaves the contributions of multiple authors into an authoritative overview of important but selective topics. Readers will gain an in-depth understanding of mutual funds and ETFs from experts from around the world. Based on research-based evidence, this is not intended to be a "how to" book; instead, it is a scholarly and in-depth approach to important investment subjects. Although the book places greater attention on these different types of investments in the United States, it also examines them in a global context. In today's financial environment, mutual funds and ETFs are dynamic areas that continue to evolve at a rapid pace. Because the flow of materials on the subject is voluminous, this book, by necessity, must be selective because it cannot cover every aspect of this field. However, readers can gain important insights about each investment vehicle including its structure and uses, performance and measurement. Beyond these core topics and issues, the book also examines the latest trends, cutting-edge developments, and real-world situations. Given its broad scope, this practical and comprehensive book should appeal to investors, investment professionals, academics, and others interested in mutual funds and ETFs. In particular, this book should help investors make key asset allocation decisions while capturing the benefits of a highly diversified, well-constructed, lower-cost portfolio of complementary strategies that enhance financial wealth.

The Oxford Handbook of Applied Bayesian Analysis

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Publisher : OUP Oxford
ISBN 13 : 0191613894
Total Pages : 924 pages
Book Rating : 4.1/5 (916 download)

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Book Synopsis The Oxford Handbook of Applied Bayesian Analysis by : Anthony O' Hagan

Download or read book The Oxford Handbook of Applied Bayesian Analysis written by Anthony O' Hagan and published by OUP Oxford. This book was released on 2010-03-18 with total page 924 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian analysis has developed rapidly in applications in the last two decades and research in Bayesian methods remains dynamic and fast-growing. Dramatic advances in modelling concepts and computational technologies now enable routine application of Bayesian analysis using increasingly realistic stochastic models, and this drives the adoption of Bayesian approaches in many areas of science, technology, commerce, and industry. This Handbook explores contemporary Bayesian analysis across a variety of application areas. Chapters written by leading exponents of applied Bayesian analysis showcase the scientific ease and natural application of Bayesian modelling, and present solutions to real, engaging, societally important and demanding problems. The chapters are grouped into five general areas: Biomedical & Health Sciences; Industry, Economics & Finance; Environment & Ecology; Policy, Political & Social Sciences; and Natural & Engineering Sciences, and Appendix material in each touches on key concepts, models, and techniques of the chapter that are also of broader pedagogic and applied interest.

Parameter Estimation in Stochastic Volatility Models

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Publisher : Springer Nature
ISBN 13 : 3031038614
Total Pages : 634 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Parameter Estimation in Stochastic Volatility Models by : Jaya P. N. Bishwal

Download or read book Parameter Estimation in Stochastic Volatility Models written by Jaya P. N. Bishwal and published by Springer Nature. This book was released on 2022-08-06 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops alternative methods to estimate the unknown parameters in stochastic volatility models, offering a new approach to test model accuracy. While there is ample research to document stochastic differential equation models driven by Brownian motion based on discrete observations of the underlying diffusion process, these traditional methods often fail to estimate the unknown parameters in the unobserved volatility processes. This text studies the second order rate of weak convergence to normality to obtain refined inference results like confidence interval, as well as nontraditional continuous time stochastic volatility models driven by fractional Levy processes. By incorporating jumps and long memory into the volatility process, these new methods will help better predict option pricing and stock market crash risk. Some simulation algorithms for numerical experiments are provided.

International Finance

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Publisher : Oxford University Press
ISBN 13 : 0199754659
Total Pages : 701 pages
Book Rating : 4.1/5 (997 download)

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Book Synopsis International Finance by : H. Kent Baker

Download or read book International Finance written by H. Kent Baker and published by Oxford University Press. This book was released on 2013-01-17 with total page 701 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding the current state of affairs and tools available in the study of international finance is increasingly important as few areas in finance can be divorced completely from international issues. International Finance reflects the new diversity of interest in international finance by bringing together a set of chapters that summarizes and synthesizes developments to date in the many and varied areas that are now viewed as having international content. The book attempts to differentiate between what is known, what is believed, and what is still being debated about international finance. The survey nature of this book involves tradeoffs that inevitably had to be made in the process given the vast footprint that constitutes international finance. No single book can cover everything. This book, however, tries to maintain a balance between the micro and macro aspects of international finance. Although each chapter is self-contained, the chapters form a logical whole that follows a logical sequence. The book is organized into five broad categories of interest: (1) exchange rates and risk management, (2) international financial markets and institutions, (3) international investing, (4) international financial management, and (5) special topics. The chapters cover market integration, financial crisis, and the links between financial markets and development in some detail as they relate to these areas. In each instance, the contributors to this book discuss developments in the field to date and explain the importance of each area to finance as a field of study. Consequently, the strategic focus of the book is both broad and narrow, depending on the reader's needs. The entire book provides a broad picture of the current state of international finance, but a reader with more focused interests will find individual chapters illuminating on specific topics.

Stochastic Filtering With Applications In Finance

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Publisher : World Scientific
ISBN 13 : 9814464988
Total Pages : 354 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Stochastic Filtering With Applications In Finance by : Ramaprasad Bhar

Download or read book Stochastic Filtering With Applications In Finance written by Ramaprasad Bhar and published by World Scientific. This book was released on 2010-08-19 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive account of stochastic filtering as a modeling tool in finance and economics. It aims to present this very important tool with a view to making it more popular among researchers in the disciplines of finance and economics. It is not intended to give a complete mathematical treatment of different stochastic filtering approaches, but rather to describe them in simple terms and illustrate their application with real historical data for problems normally encountered in these disciplines. Beyond laying out the steps to be implemented, the steps are demonstrated in the context of different market segments. Although no prior knowledge in this area is required, the reader is expected to have knowledge of probability theory as well as a general mathematical aptitude.Its simple presentation of complex algorithms required to solve modeling problems in increasingly sophisticated financial markets makes this book particularly valuable as a reference for graduate students and researchers interested in the field. Furthermore, it analyses the model estimation results in the context of the market and contrasts these with contemporary research publications. It is also suitable for use as a text for graduate level courses on stochastic modeling.

Modern Portfolio Theory

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Publisher : John Wiley & Sons
ISBN 13 : 1118417208
Total Pages : 576 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Modern Portfolio Theory by : Jack Clark Francis

Download or read book Modern Portfolio Theory written by Jack Clark Francis and published by John Wiley & Sons. This book was released on 2013-01-18 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: A through guide covering Modern Portfolio Theory as well as the recent developments surrounding it Modern portfolio theory (MPT), which originated with Harry Markowitz's seminal paper "Portfolio Selection" in 1952, has stood the test of time and continues to be the intellectual foundation for real-world portfolio management. This book presents a comprehensive picture of MPT in a manner that can be effectively used by financial practitioners and understood by students. Modern Portfolio Theory provides a summary of the important findings from all of the financial research done since MPT was created and presents all the MPT formulas and models using one consistent set of mathematical symbols. Opening with an informative introduction to the concepts of probability and utility theory, it quickly moves on to discuss Markowitz's seminal work on the topic with a thorough explanation of the underlying mathematics. Analyzes portfolios of all sizes and types, shows how the advanced findings and formulas are derived, and offers a concise and comprehensive review of MPT literature Addresses logical extensions to Markowitz's work, including the Capital Asset Pricing Model, Arbitrage Pricing Theory, portfolio ranking models, and performance attribution Considers stock market developments like decimalization, high frequency trading, and algorithmic trading, and reveals how they align with MPT Companion Website contains Excel spreadsheets that allow you to compute and graph Markowitz efficient frontiers with riskless and risky assets If you want to gain a complete understanding of modern portfolio theory this is the book you need to read.

Computational Stochastic Programming

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Publisher : Springer Nature
ISBN 13 : 3031524640
Total Pages : 518 pages
Book Rating : 4.0/5 (315 download)

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Book Synopsis Computational Stochastic Programming by : Lewis Ntaimo

Download or read book Computational Stochastic Programming written by Lewis Ntaimo and published by Springer Nature. This book was released on with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Routledge Companion to Financial Accounting Theory

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Publisher : Routledge
ISBN 13 : 1135107254
Total Pages : 791 pages
Book Rating : 4.1/5 (351 download)

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Book Synopsis The Routledge Companion to Financial Accounting Theory by : Stewart Jones

Download or read book The Routledge Companion to Financial Accounting Theory written by Stewart Jones and published by Routledge. This book was released on 2015-05-22 with total page 791 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial accounting theory has numerous practical applications and policy implications, for instance, international accounting standard setters are increasingly relying on theoretical accounting concepts in the creation of new standards; and corporate regulators are increasingly turning to various conceptual frameworks of accounting to guide regulation and the interpretation of accounting practices. The global financial crisis has also led to a new found appreciation of the social, economic and political importance of accounting concepts generally and corporate financial reporting in particular. For instance, the fundamentals of capital market theory (i.e. market efficiency) and measurement theory (i.e. fair value) have received widespread public and regulatory attention. This comprehensive, authoritative volume provides a prestige reference work which offers students, academics, regulators and practitioners a valuable resource containing the current scholarship and practice in the established field of financial accounting theory.