Determination of Risk-Free Interest Rates in Financial Assets
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Arbitrage Pricing Theory∗
ARBITRAGE PRICING THEORY∗ Gur Huberman Zhenyu Wang† August 15, 2005 Abstract Focusing on asset returns governed by a factor structure, the APT is a one-period model, in which preclusion of arbitrage over static portfolios of these assets leads to a linear relation between the expected return and its covariance with the factors. The APT, however, does not preclude arbitrage over dynamic portfolios. Consequently, applying the model to evaluate managed portfolios contradicts the no-arbitrage spirit of the model. An empirical test of the APT entails a procedure to identify features of the underlying factor structure rather than merely a collection of mean-variance efficient factor portfolios that satisfies the linear relation. Keywords: arbitrage; asset pricing model; factor model. ∗S. N. Durlauf and L. E. Blume, The New Palgrave Dictionary of Economics, forthcoming, Palgrave Macmillan, reproduced with permission of Palgrave Macmillan. This article is taken from the authors’ original manuscript and has not been reviewed or edited. The definitive published version of this extract may be found in the complete The New Palgrave Dictionary of Economics in print and online, forthcoming. †Huberman is at Columbia University. Wang is at the Federal Reserve Bank of New York and the McCombs School of Business in the University of Texas at Austin. The views stated here are those of the authors and do not necessarily reflect the views of the Federal Reserve Bank of New York or the Federal Reserve System. Introduction The Arbitrage Pricing Theory (APT) was developed primarily by Ross (1976a, 1976b). It is a one-period model in which every investor believes that the stochastic properties of returns of capital assets are consistent with a factor structure. -
Arbitrage Pricing Theory
Federal Reserve Bank of New York Staff Reports Arbitrage Pricing Theory Gur Huberman Zhenyu Wang Staff Report no. 216 August 2005 This paper presents preliminary findings and is being distributed to economists and other interested readers solely to stimulate discussion and elicit comments. The views expressed in the paper are those of the authors and are not necessarily reflective of views at the Federal Reserve Bank of New York or the Federal Reserve System. Any errors or omissions are the responsibility of the authors. Arbitrage Pricing Theory Gur Huberman and Zhenyu Wang Federal Reserve Bank of New York Staff Reports, no. 216 August 2005 JEL classification: G12 Abstract Focusing on capital asset returns governed by a factor structure, the Arbitrage Pricing Theory (APT) is a one-period model, in which preclusion of arbitrage over static portfolios of these assets leads to a linear relation between the expected return and its covariance with the factors. The APT, however, does not preclude arbitrage over dynamic portfolios. Consequently, applying the model to evaluate managed portfolios is contradictory to the no-arbitrage spirit of the model. An empirical test of the APT entails a procedure to identify features of the underlying factor structure rather than merely a collection of mean-variance efficient factor portfolios that satisfies the linear relation. Key words: arbitrage, asset pricing model, factor model Huberman: Columbia University Graduate School of Business (e-mail: [email protected]). Wang: Federal Reserve Bank of New York and University of Texas at Austin McCombs School of Business (e-mail: [email protected]). This review of the arbitrage pricing theory was written for the forthcoming second edition of The New Palgrave Dictionary of Economics, edited by Lawrence Blume and Steven Durlauf (London: Palgrave Macmillan). -
The Effect of Systematic Risk Factors on the Performance of the Malaysia Stock Market
57 Proceedings of International Conference on Economics 2017 (ICE 2017) PROCEEDINGS ICE 2017 P57 – P68 ISBN 978-967-0521-99-2 THE EFFECT OF SYSTEMATIC RISK FACTORS ON THE PERFORMANCE OF THE MALAYSIA STOCK MARKET Shameer Fahmi, Caroline Geetha, Rosle Mohidin Faculty of Business, Economics and Accountancy, Universiti Malaysia Sabah ABSTRACT Malaysia has undergone a tremendous transformation in its economic due to the New Economic This has created instability on the changes in the macroeconomic fundamental, called systematic risk. The study aims to determine the effect of the systematic risk towards the performance of the stock returns. The paper aims to use the arbitrage pricing theory (APT) framework to relate the systematic risk with the performance of stock return. The variables chosen to represent the systematic risk were variables that were in line with the transformation policy implemented. The independent variables chosen were interest rate, inflation rate due to the removal of fuel subsidy and the implementation of good and service tax, exchange rate which is influenced by the inflow of foreign direct investment, crude oil price that determines the revenue of the country being an oil exporter and industrial production index that reflect political as well as business news meanwhile the dependent variable is stock returns. All the macroeconomic variables will be regressed with the lagged 2 of its own variable to obtain the residuals. The residuals will be powered by two to obtain the variance which represents the risk of each variable. The variables were run for unit root to determine the level of stationarity. This was followed by the establishment of long run relationship using Johansen Cointegration and short run relationship using Vector Error Correction Modeling. -
Perspectives on the Equity Risk Premium – Siegel
CFA Institute Perspectives on the Equity Risk Premium Author(s): Jeremy J. Siegel Source: Financial Analysts Journal, Vol. 61, No. 6 (Nov. - Dec., 2005), pp. 61-73 Published by: CFA Institute Stable URL: http://www.jstor.org/stable/4480715 Accessed: 04/03/2010 18:01 Your use of the JSTOR archive indicates your acceptance of JSTOR's Terms and Conditions of Use, available at http://www.jstor.org/page/info/about/policies/terms.jsp. JSTOR's Terms and Conditions of Use provides, in part, that unless you have obtained prior permission, you may not download an entire issue of a journal or multiple copies of articles, and you may use content in the JSTOR archive only for your personal, non-commercial use. Please contact the publisher regarding any further use of this work. Publisher contact information may be obtained at http://www.jstor.org/action/showPublisher?publisherCode=cfa. Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printed page of such transmission. JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. CFA Institute is collaborating with JSTOR to digitize, preserve and extend access to Financial Analysts Journal. http://www.jstor.org FINANCIAL ANALYSTS JOURNAL v R ge Perspectives on the Equity Risk Premium JeremyJ. -
Nber Working Paper Series the Total Risk Premium
NBER WORKING PAPER SERIES THE TOTAL RISK PREMIUM PUZZLE Òscar Jordà Moritz Schularick Alan M. Taylor Working Paper 25653 http://www.nber.org/papers/w25653 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massachusetts Avenue Cambridge, MA 02138 March 2019 This work is part of a larger project kindly supported by research grants from the European Research Council (ERC) and the Institute for New Economic Thinking, and we are grateful for this support. We are particularly thankful to Johannes Matschke and Sarah Quincy for outstanding research assistance. We received helpful comments from Thomas Mertens. All errors are our own. The views expressed herein are solely the responsibility of the authors and should not be interpreted as reflecting the views of the Federal Reserve Bank of San Francisco, the Board of Governors of the Federal Reserve System, or the National Bureau of Economic Research. At least one co-author has disclosed a financial relationship of potential relevance for this research. Further information is available online at http://www.nber.org/papers/w25653.ack NBER working papers are circulated for discussion and comment purposes. They have not been peer-reviewed or been subject to the review by the NBER Board of Directors that accompanies official NBER publications. © 2019 by Òscar Jordà, Moritz Schularick, and Alan M. Taylor. All rights reserved. Short sections of text, not to exceed two paragraphs, may be quoted without explicit permission provided that full credit, including © notice, is given to the source. The Total Risk Premium Puzzle Òscar Jordà, Moritz Schularick, and Alan M. Taylor NBER Working Paper No. 25653 March 2019 JEL No. -
The Total Risk Premium Puzzle
FEDERAL RESERVE BANK OF SAN FRANCISCO WORKING PAPER SERIES The Total Risk Premium Puzzle Òscar Jordà Federal Reserve Bank of San Francisco University of California, Davis Moritz Schularick University of Bonn CEPR Alan M. Taylor University of California, Davis NBER CEPR March 2019 Working Paper 2019-10 https://www.frbsf.org/economic-research/publications/working-papers/2019/10/ Suggested citation: Jordà, Òscar, Moritz Schularick, Alan M. Taylor. 2019. “The Total Risk Premium Puzzle,” Federal Reserve Bank of San Francisco Working Paper 2019-10. https://doi.org/10.24148/wp2019-10 The views in this paper are solely the responsibility of the authors and should not be interpreted as reflecting the views of the Federal Reserve Bank of San Francisco or the Board of Governors of the Federal Reserve System. The Total Risk Premium Puzzle ? Oscar` Jorda` † Moritz Schularick ‡ Alan M. Taylor § March 2019 Abstract The risk premium puzzle is worse than you think. Using a new database for the U.S. and 15 other advanced economies from 1870 to the present that includes housing as well as equity returns (to capture the full risky capital portfolio of the representative agent), standard calculations using returns to total wealth and consumption show that: housing returns in the long run are comparable to those of equities, and yet housing returns have lower volatility and lower covariance with consumption growth than equities. The same applies to a weighted total-wealth portfolio, and over a range of horizons. As a result, the implied risk aversion parameters for housing wealth and total wealth are even larger than those for equities, often by a factor of 2 or more. -
Systematic Risk of Cdos and CDO Arbitrage
Systematic risk of CDOs and CDO arbitrage Alfred Hamerle (University of Regensburg) Thilo Liebig (Deutsche Bundesbank) Hans-Jochen Schropp (University of Regensburg) Discussion Paper Series 2: Banking and Financial Studies No 13/2009 Discussion Papers represent the authors’ personal opinions and do not necessarily reflect the views of the Deutsche Bundesbank or its staff. Editorial Board: Heinz Herrmann Thilo Liebig Karl-Heinz Tödter Deutsche Bundesbank, Wilhelm-Epstein-Strasse 14, 60431 Frankfurt am Main, Postfach 10 06 02, 60006 Frankfurt am Main Tel +49 69 9566-0 Telex within Germany 41227, telex from abroad 414431 Please address all orders in writing to: Deutsche Bundesbank, Press and Public Relations Division, at the above address or via fax +49 69 9566-3077 Internet http://www.bundesbank.de Reproduction permitted only if source is stated. ISBN 978-3–86558–570–7 (Printversion) ISBN 978-3–86558–571–4 (Internetversion) Abstract “Arbitrage CDOs” have recorded an explosive growth during the years before the outbreak of the financial crisis. In the present paper we discuss potential sources of such arbitrage opportunities, in particular arbitrage gains due to mispricing. For this purpose we examine the risk profiles of Collateralized Debt Obligations (CDOs) in some detail. The analyses reveal significant differences in the risk profile between CDO tranches and corporate bonds, in particular concerning the considerably increased sensitivity to systematic risks. This has far- reaching consequences for risk management, pricing and regulatory capital requirements. A simple analytical valuation model based on the CAPM and the single-factor Merton model is used in order to keep the model framework simple. -
The Equity Risk Premium: an Annotated Bibliography Zhiyi Song, CFA Greenwich Alternative Investments Hong Kong
The Research Foundation of CFA Institute Literature Review The Equity Risk Premium: An Annotated Bibliography Zhiyi Song, CFA Greenwich Alternative Investments Hong Kong The equity risk premium is broadly defined as the difference between the expected total return on an equity index and the return on a riskless asset. The magnitude of the equity risk premium, arguably the most important variable in financial economics, affects the asset allocation decisions of individual and institu- tional investors, and the premium is a critical factor in estimating companies’ costs of capital. This literature review explores research by academics and practitioners on this topic during the past three decades. The equity risk premium (or, simply, equity premium) is broadly defined as the difference between the expected total return on an equity index and the return on a riskless asset. (Which index and which riskless asset need to be defined precisely before numerically estimating this premium.) The equity premium is considered the most important variable in financial economics. The magnitude of the equity premium strongly affects the asset allocation decisions of individual investors and institutional investors, including pensions, endowment funds, foundations, and insurance companies, and is a critical factor in estimating companies’ costs of capital. History of Research on the Equity Risk Premium The topic of the equity risk premium (ERP) has attracted attention from academics and practitioners. There are three major themes in the intellectual history of the equity premium. The first theme builds on Gordon and Shapiro’s suggestion that a dividend discount model (DDM) be used to estimate the required return on capital for a corporate project, and, by extension, the expected return on an equity (if the equity is fairly priced).1 Specifically, the DDM says that expected total equity return equals the dividend yield plus the expected dividend growth rate; the equity premium is this sum minus the riskless rate. -
Is the Insurance Industry Systemically Risky?
Is the Insurance Industry Systemically Risky? Viral V Acharya and Matthew Richardson1 1 Authors are at New York University Stern School of Business. E-mail: [email protected], [email protected]. Some of this essay is based on “Systemic Risk and the Regulation of Insurance Companies”, by Viral V Acharya, John Biggs, Hanh Le, Matthew Richardson and Stephen Ryan, published as Chapter 9 in Regulating Wall Street: The Dodd-Frank Act and the Architecture of Global Finance, edited by Viral V Acharya, Thomas Cooley, Matthew Richardson and Ingo Walter, John Wiley & Sons, November 2010. [Type text] Is the Insurance Industry Systemically Risky? i VIRAL V ACHARYA AND MATTHEW RICHARDSON I. Introduction As a result of the financial crisis, the Congress passed the Dodd-Frank Wall Street Reform and Consumer Protection Act and it was signed into law by President Obama on July 21, 2010. The Dodd-Frank Act did not create a new direct regulator of insurance but did impose on non-bank holding companies, possibly insurance entities, a major new and unknown form of regulation for those deemed “Systemically Important Financial Institutions” (SIFI) (sometimes denoted “Too Big To Fail” (TBTF)) or, presumably any entity which regulators believe represents a “contingent liability” for the federal government, in the event of severe stress or failure. In light of the financial crisis, and the somewhat benign changes to insurance regulation contained in the Dodd-Frank Act (regulation of SIFIs aside), how should a modern insurance regulatory structure be designed to deal with systemic risk? The economic theory of regulation is very clear. -
Multi-Factor Models and the Arbitrage Pricing Theory (APT)
Multi-Factor Models and the Arbitrage Pricing Theory (APT) Econ 471/571, F19 - Bollerslev APT 1 Introduction The empirical failures of the CAPM is not really that surprising ,! We had to make a number of strong and pretty unrealistic assumptions to arrive at the CAPM ,! All investors are rational, only care about mean and variance, have the same expectations, ... ,! Also, identifying and measuring the return on the market portfolio of all risky assets is difficult, if not impossible (Roll Critique) In this lecture series we will study an alternative approach to asset pricing called the Arbitrage Pricing Theory, or APT ,! The APT was originally developed in 1976 by Stephen A. Ross ,! The APT starts out by specifying a number of “systematic” risk factors ,! The only risk factor in the CAPM is the “market” Econ 471/571, F19 - Bollerslev APT 2 Introduction: Multiple Risk Factors Stocks in the same industry tend to move more closely together than stocks in different industries ,! European Banks (some old data): Source: BARRA Econ 471/571, F19 - Bollerslev APT 3 Introduction: Multiple Risk Factors Other common factors might also affect stocks within the same industry ,! The size effect at work within the banking industry (some old data): Source: BARRA ,! How does this compare to the CAPM tests that we just talked about? Econ 471/571, F19 - Bollerslev APT 4 Multiple Factors and the CAPM Suppose that there are only two fundamental sources of systematic risks, “technology” and “interest rate” risks Suppose that the return on asset i follows the -
Reach for Yield by U.S. Public Pension Funds
Supervisory Research and Analysis Unit Working Paper | SRA 19-02 | July 8, 2019 Reach for Yield by U.S. Public Pension Funds Lina Lu, Matthew Pritsker, Andrei Zlate, Kenechukwu Anadu, and James Bohn Supervisory Research and Analysis (SRA) Working Papers present economic, financial and policy-related research conducted by staff in the Federal Reserve Bank of Boston’s Supervisory Research and Analysis Unit. SRA Working Papers can be downloaded without charge at: http://www.bostonfed.org/publications/sra/ The views expressed in this paper are those of the author and do not necessarily represent those of the Federal Reserve Bank of Boston or the Federal Reserve System. © 2019 Federal Reserve Bank of Boston. All rights reserved. Reach for Yield by U.S. Public Pension Funds1 Lina Lua, Matthew Pritskera, Andrei Zlateb, Kenechukwu Anadua, James Bohna a Federal Reserve Bank of Boston b Board of Governors of the Federal Reserve System June 6, 2019 Abstract This paper studies whether U.S. public pension funds reach for yield by taking more investment risk in a low interest rate environment. To study funds’ risk-taking behavior, we first present a simple theoretical model relating risk-taking to the level of risk-free rates, to their underfunding, and to the fiscal condition of their state sponsors. The theory identifies two distinct channels through which interest rates and other factors may affect risk-taking: by altering plans’ funding ratios, and by changing risk premia. The theory also shows the effect of state finances on funds’ risk-taking depends on incentives to shift risk to state debt holders. -
Global Financial Cycles and Risk Premiums
FEDERAL RESERVE BANK OF SAN FRANCISCO WORKING PAPER SERIES Global Financial Cycles and Risk Premiums Oscar Jorda Federal Reserve Bank of San Francisco Moritz Schularick University of Bonn and CEPR Alan M. Taylor University of California, Davis NBER and CEPR Felix Ward University of Bonn May 2018 Working Paper 2018-05 http://www.frbsf.org/economic-research/publications/working-papers/2018/05/ Suggested citation: Jorda, Oscar, Moritz Schularick, Alan M. Taylor, Felix Ward. 2018. “Global Financial Cycles and Risk Premiums” Federal Reserve Bank of San Francisco Working Paper 2018-05. https://doi.org/10.24148/wp2018-05 The views in this paper are solely the responsibility of the authors and should not be interpreted as reflecting the views of the Federal Reserve Bank of San Francisco or the Board of Governors of the Federal Reserve System. Global financial cycles and risk premiums ? Oscar` Jorda` † Moritz Schularick ‡ Alan M. Taylor § Felix Ward ¶ May 2018 Abstract This paper studies the synchronization of financial cycles across 17 advanced economies over the past 150 years. The comovement in credit, house prices, and equity prices has reached historical highs in the past three decades. The sharp increase in the comovement of global equity markets is particularly notable. We demonstrate that fluctuations in risk premiums, and not risk-free rates and dividends, account for a large part of the observed equity price synchronization after 1990. We also show that U.S. monetary policy has come to play an important role as a source of fluctuations in risk appetite across global equity markets. These fluctuations are transmitted across both fixed and floating exchange rate regimes, but the effects are more muted in floating rate regimes.