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CAPM. The Fama French three factor model cross section and time series test

CAPM. The Fama French three factor model cross section and time series test
Author: Maximilian Wegener
Publisher: GRIN Verlag
Total Pages: 24
Release: 2018-05-18
Genre: Business & Economics
ISBN: 3668706476

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Seminar paper from the year 2013 in the subject Business economics - Investment and Finance, grade: 8.5, Maastricht University, language: English, abstract: The CAPM model was developed by Sharpe (1964) and tries to give insight into the relation of risk and return characteristics of assets, in particular how risk adjusted excess returns of securities are influenced by the market. Fama and French (1996) further developed the CAPM to a three-factor model. Their aim was to enhance the explanatory power of the CAPM, thereby including the size (SMB) and book to market (HML) effect to achieve more explanatory insight of what drives returns. Carhart (1997) even included a fourth factor, namely the momentum anomaly (WML) as found out by Jagadeesh and Titman (1993), to further resolve the CAPM pricing error of not fully predicting returns, and add explanatory power. Additionally, we retrieved the sentiment index from Datastream to test a fifth explanatory factor. This research paper tests these four different models based on historical European data from the Kenneth R. French website and 50 European stocks and one European real estate index from Datastream. The structure of the research is closely tied to the set up used by Wang. The paper continues with a short literature review on the CAPM, the three-factor model, the four-factor model, and the sentiment index. Next, a description of the data and methodology is given. Then first the CAPM is tested, followed by the three-factor model, four-factor model and lastly the sentiment index is included. The results are discussed individually in each section. Finally, we draw an overall conclusion and include some limitations.


Financial Econometrics

Financial Econometrics
Author: Svetlozar T. Rachev
Publisher: John Wiley & Sons
Total Pages: 560
Release: 2007-03-22
Genre: Business & Economics
ISBN: 0470121521

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A comprehensive guide to financial econometrics Financial econometrics is a quest for models that describe financial time series such as prices, returns, interest rates, and exchange rates. In Financial Econometrics, readers will be introduced to this growing discipline and the concepts and theories associated with it, including background material on probability theory and statistics. The experienced author team uses real-world data where possible and brings in the results of published research provided by investment banking firms and journals. Financial Econometrics clearly explains the techniques presented and provides illustrative examples for the topics discussed. Svetlozar T. Rachev, PhD (Karlsruhe, Germany) is currently Chair-Professor at the University of Karlsruhe. Stefan Mittnik, PhD (Munich, Germany) is Professor of Financial Econometrics at the University of Munich. Frank J. Fabozzi, PhD, CFA, CFP (New Hope, PA) is an adjunct professor of Finance at Yale University’s School of Management. Sergio M. Focardi (Paris, France) is a founding partner of the Paris-based consulting firm The Intertek Group. Teo Jasic, PhD, (Frankfurt, Germany) is a senior manager with a leading international management consultancy firm in Frankfurt.


The New Finance

The New Finance
Author: Robert A. Haugen
Publisher:
Total Pages: 141
Release: 2012
Genre: Capital market
ISBN: 9780132775878

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A supplement for junior/senior and graduate level courses in Investments, Behavioral Finance Theory, and related courses. Teach the concepts that expose the inefficiency of capital markets. The New Finance is a comprehensive and organized collection of evidence and arguments that develop a persuasive case for an inefficient, complex and, at times, nearly chaotic stock market. This brief text also shows students how the complexity and uniqueness of investor interactions have important market pricing consequences. The fourth edition includes two new chapters on the real determinants of expected stock returns and the nature of stock volatility that the Financial Crisis of 2008 has exposed.


Portfolio Selection

Portfolio Selection
Author: Harry Markowitz
Publisher: Yale University Press
Total Pages: 369
Release: 2008-10-01
Genre: Business & Economics
ISBN: 0300013728

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Embracing finance, economics, operations research, and computers, this book applies modern techniques of analysis and computation to find combinations of securities that best meet the needs of private or institutional investors.


Empirical Asset Pricing

Empirical Asset Pricing
Author: Wayne Ferson
Publisher: MIT Press
Total Pages: 497
Release: 2019-03-12
Genre: Business & Economics
ISBN: 0262039370

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An introduction to the theory and methods of empirical asset pricing, integrating classical foundations with recent developments. This book offers a comprehensive advanced introduction to asset pricing, the study of models for the prices and returns of various securities. The focus is empirical, emphasizing how the models relate to the data. The book offers a uniquely integrated treatment, combining classical foundations with more recent developments in the literature and relating some of the material to applications in investment management. It covers the theory of empirical asset pricing, the main empirical methods, and a range of applied topics. The book introduces the theory of empirical asset pricing through three main paradigms: mean variance analysis, stochastic discount factors, and beta pricing models. It describes empirical methods, beginning with the generalized method of moments (GMM) and viewing other methods as special cases of GMM; offers a comprehensive review of fund performance evaluation; and presents selected applied topics, including a substantial chapter on predictability in asset markets that covers predicting the level of returns, volatility and higher moments, and predicting cross-sectional differences in returns. Other chapters cover production-based asset pricing, long-run risk models, the Campbell-Shiller approximation, the debate on covariance versus characteristics, and the relation of volatility to the cross-section of stock returns. An extensive reference section captures the current state of the field. The book is intended for use by graduate students in finance and economics; it can also serve as a reference for professionals.


Introduction to Statistical Time Series

Introduction to Statistical Time Series
Author: Wayne A. Fuller
Publisher: John Wiley & Sons
Total Pages: 734
Release: 2009-09-25
Genre: Mathematics
ISBN: 0470317752

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The subject of time series is of considerable interest, especiallyamong researchers in econometrics, engineering, and the naturalsciences. As part of the prestigious Wiley Series in Probabilityand Statistics, this book provides a lucid introduction to thefield and, in this new Second Edition, covers the importantadvances of recent years, including nonstationary models, nonlinearestimation, multivariate models, state space representations, andempirical model identification. New sections have also been addedon the Wold decomposition, partial autocorrelation, long memoryprocesses, and the Kalman filter. Major topics include: * Moving average and autoregressive processes * Introduction to Fourier analysis * Spectral theory and filtering * Large sample theory * Estimation of the mean and autocorrelations * Estimation of the spectrum * Parameter estimation * Regression, trend, and seasonality * Unit root and explosive time series To accommodate a wide variety of readers, review material,especially on elementary results in Fourier analysis, large samplestatistics, and difference equations, has been included.


The Dread

The Dread
Author: Gail Z. Martin
Publisher: Orbit
Total Pages: 384
Release: 2012-02-01
Genre: Fiction
ISBN: 0316192368

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In the epic conclusion to the Fallen Kings Cycle, set in the world of The Chronicles of the Necromancer, war has come to the Winter Kingdoms. Summoner-King Tris Drayke takes what remains of his army north for a war he is ill-prepared to fight, as reports from spies confirm Tris's worst fear. A new threat rises across the sea: a dark summoner who intends to make the most of the Winter Kingdoms' weakness. In Isencroft, Kiara's father is assassinated, and she has no choice except to return and claim the crown. But she must leave behind her husband and their infant son to face the dark power that threatens her rule. The Dread will rise. Kings will fall. The Chronicles of the Necromancer The Summoner The Blood King Dark Haven Dark Lady’s Chosen Fallen Kings Cycle The Sworn The Drea


Financial Management from an Emerging Market Perspective

Financial Management from an Emerging Market Perspective
Author: Soner Gokten
Publisher: BoD – Books on Demand
Total Pages: 334
Release: 2018-01-17
Genre: Computers
ISBN: 9535137360

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One of the main reasons to name this book as Financial Management from an Emerging Market Perspective is to show the main differences of financial theory and practice in emerging markets other than the developed ones. Our many years of learning, teaching, and consulting experience have taught us that the theory of finance differs in developed and emerging markets. It is a well-known fact that emerging markets do not always share the same financial management problems with the developed ones. This book intends to show these differences, which could be traced to several characteristics unique to emerging markets, and these unique characteristics could generate a different view of finance theory in a different manner. As a consequence, different financial decisions, arrangements, institutions, and practices may evolve in emerging markets over time. The purpose of this book is to provide practitioners and academicians with a working knowledge of the different financial management applications and their use in an emerging market setting. Six main topics regarding the financial management applications in emerging markets are covered, and the context of these topics are "Capital Structure," "Market Efficiency and Market Models," "Merger and Acquisitions and Corporate Governance," "Working Capital Management," "Financial Economics and Digital Currency," and "Real Estate and Health Finance."


Introductory Econometrics for Finance

Introductory Econometrics for Finance
Author: Chris Brooks
Publisher: Cambridge University Press
Total Pages: 752
Release: 2008-05-22
Genre: Business & Economics
ISBN: 1139472305

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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.


Asset Pricing

Asset Pricing
Author: John H. Cochrane
Publisher: Princeton University Press
Total Pages: 560
Release: 2009-04-11
Genre: Business & Economics
ISBN: 1400829135

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Winner of the prestigious Paul A. Samuelson Award for scholarly writing on lifelong financial security, John Cochrane's Asset Pricing now appears in a revised edition that unifies and brings the science of asset pricing up to date for advanced students and professionals. Cochrane traces the pricing of all assets back to a single idea--price equals expected discounted payoff--that captures the macro-economic risks underlying each security's value. By using a single, stochastic discount factor rather than a separate set of tricks for each asset class, Cochrane builds a unified account of modern asset pricing. He presents applications to stocks, bonds, and options. Each model--consumption based, CAPM, multifactor, term structure, and option pricing--is derived as a different specification of the discounted factor. The discount factor framework also leads to a state-space geometry for mean-variance frontiers and asset pricing models. It puts payoffs in different states of nature on the axes rather than mean and variance of return, leading to a new and conveniently linear geometrical representation of asset pricing ideas. Cochrane approaches empirical work with the Generalized Method of Moments, which studies sample average prices and discounted payoffs to determine whether price does equal expected discounted payoff. He translates between the discount factor, GMM, and state-space language and the beta, mean-variance, and regression language common in empirical work and earlier theory. The book also includes a review of recent empirical work on return predictability, value and other puzzles in the cross section, and equity premium puzzles and their resolution. Written to be a summary for academics and professionals as well as a textbook, this book condenses and advances recent scholarship in financial economics.