Using Regression Techniques to Estimate Futures Hedge Ratios, Some Results from Alternative Approaches Applied to Australian 10 Year Treasury Bond Futures

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ISBN 13 :
Total Pages : 49 pages
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Book Synopsis Using Regression Techniques to Estimate Futures Hedge Ratios, Some Results from Alternative Approaches Applied to Australian 10 Year Treasury Bond Futures by : David E. Allen

Download or read book Using Regression Techniques to Estimate Futures Hedge Ratios, Some Results from Alternative Approaches Applied to Australian 10 Year Treasury Bond Futures written by David E. Allen and published by . This book was released on 2002 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: The paper uses Australian bond futures data from the Sydney Futures Exchange to critically assess some of the potential problems involved in the use of cointegration techniques in the calculation of minimum variance hedge ratios. Following Ghosh (1993a,b) there have been a number of papers which have made use of these techniques. Ghosh (1993), and Lien (1996) suggest that if spot and futures prices are cointegrated then the non-inclusion of an error correction term in the VAR model used to estimate the hedge ratio will lead to mis-specification problems and the under-estimation of the true optimal hedge ratio. We examine the use of such regression techniques in the calculation of hedge ratios.In particular we consider the extent to which the stacking of the data into a time series, which effectively constrains the estimated hedge ratio to a single value over the span of the data, influences the results of such techniques. If the hedge ratio differs by contract, the movement from one contract to the next is likely to lead to instability in the estimated regression coefficients. Tests for parameter instability in the estimated regression suggest that this is indeed the case and our conclusion is that it is preferable to consider the estimation of the hedge ratio in a panel setting with each individual contract considered as an observational unit. One problem in the past with such a move has been the lack of tests for cointegration and unit roots in such a setting, fortunately these are now available and we take advantage of them in this paper. In such a panel setting we find that the result that the spot and futures prices are cointegrated still holds but that the estimated hedge ratios are not constant between contracts, throwing doubt on the applicability of regression methods which make such an assumption.

Using Regression Techniques to Estimate Futures Hedge Ratios

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ISBN 13 : 9780729804547
Total Pages : 32 pages
Book Rating : 4.8/5 (45 download)

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Book Synopsis Using Regression Techniques to Estimate Futures Hedge Ratios by :

Download or read book Using Regression Techniques to Estimate Futures Hedge Ratios written by and published by . This book was released on 1999 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Futures Hedge Profit Measurement Error-Correction Model Vs. Regression Approach Hedge Ratios, and Data Error Effects

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ISBN 13 :
Total Pages : 10 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Futures Hedge Profit Measurement Error-Correction Model Vs. Regression Approach Hedge Ratios, and Data Error Effects by : Robert Ferguson

Download or read book Futures Hedge Profit Measurement Error-Correction Model Vs. Regression Approach Hedge Ratios, and Data Error Effects written by Robert Ferguson and published by . This book was released on 2017 with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper proposes that, and explains why, hedge profits and regression approach hedge ratios should be calculated using cost-of-carry-adjusted price changes. This Modified Regression Method for determining hedge ratios is denoted MRM. The paper discusses the Error-Correction Model for hedge ratio determination as it has been applied (denoted ECM), discusses how it should be applied, and relates each to the MRM. Data errors can cause the MRM hedge ratios to be smaller and more variable than the ECM's (as observed empirically). On theoretical and practical grounds, the MRM is preferred to the ECM unless there are significant data errors.

Finance India

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ISBN 13 :
Total Pages : 1220 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Finance India by :

Download or read book Finance India written by and published by . This book was released on 2004 with total page 1220 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Hedge Ratio Estimation and Hedging Effectiveness

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ISBN 13 :
Total Pages : 25 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis Hedge Ratio Estimation and Hedging Effectiveness by : Dimitris Kenourgios

Download or read book Hedge Ratio Estimation and Hedging Effectiveness written by Dimitris Kenourgios and published by . This book was released on 2008 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper investigates the hedging effectiveness of the Standard amp; Poor's (Samp;P) 500 stock index futures contract using weekly settlement prices for the period July 3rd, 1992 to June 30th, 2002. Particularly, it focuses on three areas of interest: the determination of the appropriate model for estimating a hedge ratio that minimizes the variance of returns; the hedging effectiveness and the stability of optimal hedge ratios through time; an in-sample forecasting analysis in order to examine the hedging performance of different econometric methods. The hedging performance of this contract is examined considering alternative methods, both constant and time-varying, for computing more effective hedge ratios. The results suggest the optimal hedge ratio that incorporates nonstationarity, long run equilibrium relationship and short run dynamics is reliable and useful for hedgers. Comparisons of the hedging effectiveness and in-sample hedging performance of each model imply that the error correction model (ECM) is superior to the other models employed in terms of risk reduction. Finally, the results for testing the stability of the optimal hedge ratio obtained from the ECM suggest that it remains stable over time.

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:

Swing Pricing and Fragility in Open-end Mutual Funds

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Publisher : International Monetary Fund
ISBN 13 : 1513519492
Total Pages : 46 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis Swing Pricing and Fragility in Open-end Mutual Funds by : Dunhong Jin

Download or read book Swing Pricing and Fragility in Open-end Mutual Funds written by Dunhong Jin and published by International Monetary Fund. This book was released on 2019-11-01 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to prevent runs on open-end mutual funds? In recent years, markets have observed an innovation that changed the way open-end funds are priced. Alternative pricing rules (known as swing pricing) adjust funds’ net asset values to pass on funds’ trading costs to transacting shareholders. Using unique data on investor transactions in U.K. corporate bond funds, we show that swing pricing eliminates the first-mover advantage arising from the traditional pricing rule and significantly reduces redemptions during stress periods. The positive impact of alternative pricing rules on fund flows reverses in calm periods when costs associated with higher tracking error dominate the pricing effect.

Covered Interest Parity Deviations: Macrofinancial Determinants

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Publisher : International Monetary Fund
ISBN 13 : 1484395212
Total Pages : 36 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis Covered Interest Parity Deviations: Macrofinancial Determinants by : Mr.Eugenio M Cerutti

Download or read book Covered Interest Parity Deviations: Macrofinancial Determinants written by Mr.Eugenio M Cerutti and published by International Monetary Fund. This book was released on 2019-01-16 with total page 36 pages. Available in PDF, EPUB and Kindle. Book excerpt: For about three decades until the Global Financial Crisis (GFC), Covered Interest Parity (CIP) appeared to hold quite closely—even as a broad macroeconomic relationship applying to daily or weekly data. Not only have CIP deviations significantly increased since the GFC, but potential macrofinancial drivers of the variation in CIP deviations have also become significant. The variation in CIP deviations seems to be associated with multiple factors, not only regulatory changes. Most of these do not display a uniform importance across currency pairs and time, and some are associated with possible temporary considerations (such as asynchronous monetary policy cycles).

Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes)

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Publisher : World Scientific
ISBN 13 : 9811202400
Total Pages : 5053 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) by : Cheng Few Lee

Download or read book Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) written by Cheng Few Lee and published by World Scientific. This book was released on 2020-07-30 with total page 5053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.

Artificial Intelligence in Asset Management

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Publisher : CFA Institute Research Foundation
ISBN 13 : 195292703X
Total Pages : 95 pages
Book Rating : 4.9/5 (529 download)

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Book Synopsis Artificial Intelligence in Asset Management by : Söhnke M. Bartram

Download or read book Artificial Intelligence in Asset Management written by Söhnke M. Bartram and published by CFA Institute Research Foundation. This book was released on 2020-08-28 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, trading, and risk management practices by increasing efficiency, accuracy, and compliance. In particular, AI techniques help construct portfolios based on more accurate risk and return forecasts and more complex constraints. Trading algorithms use AI to devise novel trading signals and execute trades with lower transaction costs. AI also improves risk modeling and forecasting by generating insights from new data sources. Finally, robo-advisors owe a large part of their success to AI techniques. Yet the use of AI can also create new risks and challenges, such as those resulting from model opacity, complexity, and reliance on data integrity.

Lifelines

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Publisher : World Bank Publications
ISBN 13 : 1464814317
Total Pages : 220 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Lifelines by : Stephane Hallegatte

Download or read book Lifelines written by Stephane Hallegatte and published by World Bank Publications. This book was released on 2019-07-16 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Infrastructure—electricity, telecommunications, roads, water, and sanitation—are central to people’s lives. Without it, they cannot make a living, stay healthy, and maintain a good quality of life. Access to basic infrastructure is also a key driver of economic development. This report lays out a framework for understanding infrastructure resilience - the ability of infrastructure systems to function and meet users’ needs during and after a natural hazard. It focuses on four infrastructure systems that are essential to economic activity and people’s well-being: power systems, including the generation, transmission, and distribution of electricity; water and sanitation—especially water utilities; transport systems—multiple modes such as road, rail, waterway, and airports, and multiple scales, including urban transit and rural access; and telecommunications, including telephone and Internet connections.

Climate Risk Informed Decision Analysis (CRIDA)

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Publisher : UNESCO Publishing
ISBN 13 : 9231002872
Total Pages : 157 pages
Book Rating : 4.2/5 (31 download)

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Book Synopsis Climate Risk Informed Decision Analysis (CRIDA) by : Mendoza, Guillermo

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Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

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Publisher : International Monetary Fund
ISBN 13 : 1589063953
Total Pages : 35 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa

Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

German Bond Yields and Debt Supply: Is There a “Bund Premium”?

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Publisher : International Monetary Fund
ISBN 13 : 1513518321
Total Pages : 34 pages
Book Rating : 4.5/5 (135 download)

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Book Synopsis German Bond Yields and Debt Supply: Is There a “Bund Premium”? by : Anne-Charlotte Paret

Download or read book German Bond Yields and Debt Supply: Is There a “Bund Premium”? written by Anne-Charlotte Paret and published by International Monetary Fund. This book was released on 2019-11-01 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are Bunds special? This paper estimates the “Bund premium” as the difference in convenience yields between other sovereign safe assets and German government bonds adjusted for sovereign credit risk, liquidity and swap market frictions. A higher premium suggests less substitutability of sovereign bonds. We document a rise in the “Bund premium” in the post-crisis period. We show that there is a negative relationship of the premium with the relative supply of German sovereign bonds, which is more pronounced for higher maturities and when risk aversion proxied by bond market volatility is high. Going forward, we expect German government debt supply to remain scarce, with important implications for the ECB’s monetary policy strategy.

Applied Corporate Finance

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Publisher : John Wiley & Sons
ISBN 13 : 1118808932
Total Pages : 663 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Applied Corporate Finance by : Aswath Damodaran

Download or read book Applied Corporate Finance written by Aswath Damodaran and published by John Wiley & Sons. This book was released on 2014-10-27 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aswath Damodaran, distinguished author, Professor of Finance, and David Margolis, Teaching Fellow at the NYU Stern School of Business, has delivered the newest edition of Applied Corporate Finance. This readable text provides the practical advice students and practitioners need rather than a sole concentration on debate theory, assumptions, or models. Like no other text of its kind, Applied Corporate Finance, 4th Edition applies corporate finance to real companies. It now contains six real-world core companies to study and follow. Business decisions are classified for students into three groups: investment, financing, and dividend decisions.

Factor Investing and Asset Allocation: A Business Cycle Perspective

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Publisher : CFA Institute Research Foundation
ISBN 13 : 1944960155
Total Pages : 192 pages
Book Rating : 4.9/5 (449 download)

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Book Synopsis Factor Investing and Asset Allocation: A Business Cycle Perspective by : Vasant Naik

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Global Financial Stability Report, April 2013

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Publisher : International Monetary Fund
ISBN 13 : 1475589581
Total Pages : 160 pages
Book Rating : 4.4/5 (755 download)

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Book Synopsis Global Financial Stability Report, April 2013 by : International Monetary Fund. Monetary and Capital Markets Department

Download or read book Global Financial Stability Report, April 2013 written by International Monetary Fund. Monetary and Capital Markets Department and published by International Monetary Fund. This book was released on 2013-04-17 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Global Financial Stability Report examines current risks facing the global financial system and policy actions that may mitigate these. It analyzes the key challenges facing financial and nonfinancial firms as they continue to repair their balance sheets. Chapter 2 takes a closer look at whether sovereign credit default swaps markets are good indicators of sovereign credit risk. Chapter 3 examines unconventional monetary policy in some depth, including the policies pursued by the Federal Reserve, the Bank of England, the Bank of Japan, the European Central Bank, and the U.S. Federal Reserve.