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Testing The Predictive Power Of Various Exchange Rate Models In Forecasting The Volatility Of Exchange Rate
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Book Synopsis Testing the predictive power of various exchange rate models in forecasting the volatility of exchange rate by : Prince Obeng
Download or read book Testing the predictive power of various exchange rate models in forecasting the volatility of exchange rate written by Prince Obeng and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Testing the Predictive Power of Various Exchange Rate Models in Forecasting the Volatility of Exchange by : Prince Obeng
Download or read book Testing the Predictive Power of Various Exchange Rate Models in Forecasting the Volatility of Exchange written by Prince Obeng and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This Thesis tests the predictive power of ARCH, GARCH and EGARCH models in forecasting exchange rate volatility of Canadian dollar, Euro, British Pound, Swiss Franc and Japanese Yen using the US dollar as the base currency. We investigate both in-sample and out-of-sample performance of the volatility models using loss functions. The study further examines if the best model for the in-sample forecast will emerge as the best model for the out-of-sample forecast. The study finds that the GARCH(1,1) model outperforms all the other volatility models during the in-sample period. However in terms of the out-of-sample performance of the volatility models, the results are inconclusive, even though the ARCH model performed better most of the time than the complex models. The study concludes that the simple models should be given special consideration in terms of forecasting. Our results are robust to research on exchange rate volatility forecasting.
Book Synopsis Empirical Modeling of Exchange Rate Dynamics by : Francis X. Diebold
Download or read book Empirical Modeling of Exchange Rate Dynamics written by Francis X. Diebold and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structural exchange rate modeling has proven extremely difficult during the recent post-1973 float. The disappointment climaxed with the papers of Meese and Rogoff (1983a, 1983b), who showed that a "naive" random walk model distinctly dominated received theoretical models in terms of predictive performance for the major dollar spot rates. One purpose of this monograph is to seek the reasons for this failure by exploring the temporal behavior of seven major dollar exchange rates using nonstructural time-series methods. The Meese-Rogoff finding does not mean that exchange rates evolve as random walks; rather it simply means that the random walk is a better stochastic approximation than any of their other candidate models. In this monograph, we use optimal model specification techniques, including formal unit root tests which allow for trend, and find that all of the exchange rates studied do in fact evolve as random walks or random walks with drift (to a very close approximation). This result is consistent with efficient asset markets, and provides an explanation for the Meese-Rogoff results. Far more subtle forces are at work, however, which lead to interesting econometric problems and have implications for the measurement of exchange rate volatility and moment structure. It is shown that all exchange rates display substantial conditional heteroskedasticity. A particularly reasonable parameterization of this conditional heteroskedasticity, which captures the observed clustering of prediction error variances, is developed in Chapter 2.
Book Synopsis Excess Volatility and the Asset-Pricing Exchange Rate Model with Unobservable Fundamentals by : Mr.Lorenzo Giorgianni
Download or read book Excess Volatility and the Asset-Pricing Exchange Rate Model with Unobservable Fundamentals written by Mr.Lorenzo Giorgianni and published by International Monetary Fund. This book was released on 1999-05-01 with total page 21 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a method to test the volatility predictions of the textbook asset-pricing exchange rate model, which imposes minimal structure on the data and does not commit to a choice of exchange rate “fundamentals.” Our method builds on existing tests of excess volatility in asset prices, combining them with a procedure that extracts unobservable fundamentals from survey-based exchange rate expectations. We apply our method to data for the three major exchange rates since 1984 and find broad evidence of excess exchange rate volatility with respect to the predictions of the canonical asset-pricing model in an efficient market.
Book Synopsis The Monetary Model of Exchange Rates and Cointegration by : Javier Gardeazabal
Download or read book The Monetary Model of Exchange Rates and Cointegration written by Javier Gardeazabal and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: These notes draw from the Theory of Cointegration in order to test the monetary model of exchange rate determination. Previous evidence shows that the monetary model does not capture the short run dynamics of the exchange rate, specially when assessed in terms of forecasting accuracy. Even though the monetary equations of exchange rate determination may be bad indicators of how exchange rates are determined in the short run, they couldstill describe long run equilibrium relationships between the exchange rate and its fundamentals. Stationary deviations from those long run relationships are allowed in the short run. This book also addresses severalissues on Cointegration. Chapter 6 studies the small sample distribution of the likelihood ratio test statistics (on the dimension and restrictions on the cointegrating space) under deviations from normality. This monograph also focuses on the issue of optimal prediction in partially nonstationary multivariate time series models. In particular, it caries out an exchange rate prediction exercise.
Book Synopsis Foreign Exchange Rates by : ARIF ORCUN. SOYLEMEZ
Download or read book Foreign Exchange Rates written by ARIF ORCUN. SOYLEMEZ and published by Routledge. This book was released on 2022-08-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an in-depth assessment of the use of novel statistical approaches and machine learning tools in predicting foreign exchange rate movement.
Book Synopsis The Predictive Ability of Several Models of Exchange Rate Volatility by : Kenneth David West
Download or read book The Predictive Ability of Several Models of Exchange Rate Volatility written by Kenneth David West and published by . This book was released on 1994 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: We compare the out-of-sample forecasting performance of univariate homoskedastic, GARCH, autoregressive and nonparametric models for conditional variances, using five bilateral weekly exchange rates for the dollar, 1973-1989. For a one week horizon, GARCH models tend to make slightly more accurate forecasts. For longer horizons, it is difficult to find grounds for choosing between the various models. None of the models perform well in a conventional test of forecast efficiency
Book Synopsis NBER Macroeconomics Annual 2007 by : Daron Acemoglu
Download or read book NBER Macroeconomics Annual 2007 written by Daron Acemoglu and published by . This book was released on 2008-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The NBER Macroeconomics Annual provides a forum for important debates in contemporary macroeconomics and major developments in the theory of macroeconomic analysis and policy that include leading economists from a variety of fields. The papers and accompanying discussions in NBER Macroeconomics Annual 2007 address exchange-rate models; implications of credit market frictions; cyclical budgetary policy and economic growth; the impacts of shocks to government spending on consumption, real wages, and employment; dynamic macroeconomic models; and the role of cyclical entry of new firms and products on the nature of business-cycle fluctuations and on the effects of monetary policy.
Book Synopsis Nonlinear Exchange Rate Models by : Lucio Sarno
Download or read book Nonlinear Exchange Rate Models written by Lucio Sarno and published by International Monetary Fund. This book was released on 2003-05-01 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper provides a selective overview of nonlinear exchange rate models recently proposed in the literature and assesses their contribution to understanding exchange rate behavior. Two key questions are examined. The first question is whether nonlinear autoregressive models of real exchange rates help resolve the "purchasing power parity (PPP) puzzles." The second question is whether recently developed nonlinear, regime-switching vector equilibrium correction models of the nominal exchange rate can beat a random walk model, the standard benchmark in the exchange rate literature, in terms of out-of-sample forecasting performance. Finally, issues related to the adequateness of standard methods of evaluation of (linear and nonlinear) exchange rate models are discussed with reference to different forecast accuracy criteria.
Book Synopsis Exchange Rate Modelling by : Ronald MacDonald
Download or read book Exchange Rate Modelling written by Ronald MacDonald and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Are foreign exchange markets efficient? Are fundamentals important for predicting exchange rate movements? What is the signal-to-ratio of high frequency exchange rate changes? Is it possible to define a measure of the equilibrium exchange rate that is useful from an assessment perspective? The book is a selective survey of current thinking on key topics in exchange rate economics, supplemented throughout by new empirical evidence. The focus is on the use of advanced econometric tools to find answers to these and other questions which are important to practitioners, policy-makers and academic economists. In addition, the book addresses more technical econometric considerations such as the importance of the choice between single-equation and system-wide approaches to modelling the exchange rate, and the reduced form versus structural equation problems. Readers will gain both a comprehensive overview of the way macroeconomists approach exchange rate modelling, and an understanding of how advanced techniques can help them explain and predict the behavior of this crucial economic variable.
Book Synopsis Conventional and Unconventional Approaches to Exchange Rate Modeling and Assessment by : Ron Alquist
Download or read book Conventional and Unconventional Approaches to Exchange Rate Modeling and Assessment written by Ron Alquist and published by . This book was released on 2006 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: We examine the relative predictive power of the sticky price monetary model, uncovered interest parity, and a transformation of net exports and net foreign assets. In addition to bringing Gourinchas and Rey's new approach and more recent data to bear, we implement the Clark and West (forthcoming) procedure for testing the significance of out-of-sample forecasts. The interest rate parity relation holds better at long horizons and the net exports variable does well in predicting exchange rates at short horizons in-sample. In out-of-sample forecasts, we find evidence that our proxy for Gourinchas and Rey's measure of external imbalances outperforms a random walk at short horizons as do some of other models, although no single model uniformly outperforms the random walk forecast.
Book Synopsis The Predictive Power of Equilibrium Exchange Rate Models by : Michele Ca'Zorzi
Download or read book The Predictive Power of Equilibrium Exchange Rate Models written by Michele Ca'Zorzi and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper we evaluate the predictive power of the three most popular equilibrium exchange rate concepts: Purchasing Power Parity (PPP), Behavioral Equilibrium Exchange Rate (BEER) and the Macroeconomic Balance (MB) approach. We show that there is a clear trade-off between storytelling and forecast accuracy. The PPP model offers little economic insights, but has good predictive power. The BEER framework, which links exchange rates to fundamentals, does not deliver forecasts of better quality than PPP. The MB approach has the most appealing economic interpretation, but performs poorly in forecasting terms. Sensitivity analysis confirms that changing the composition of fundamentals in the BEER model or modifying key underlying assumptions in the MB model does not generally enhance their predictive power.
Book Synopsis Exchange Rate Forecasting by : Jon Faust
Download or read book Exchange Rate Forecasting written by Jon Faust and published by . This book was released on 2001 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Monetary Approach to the Exchange Rate by : Mr.Mark P. Taylor
Download or read book The Monetary Approach to the Exchange Rate written by Mr.Mark P. Taylor and published by International Monetary Fund. This book was released on 1992-05-01 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: We re-examine the monetary approach to the exchange rate from a number of perspectives, using monthly data on the deutschemark-dollar exchange rate. Using the Campbell-Shiller technique for testing present value models, we reject the restrictions imposed upon the data by the forward-looking rational expectations monetary model. We demonstrate, however, that the monetary model is validated as a long-run equilibrium condition. Moreover, imposing the long-run monetary model restrictions in a dynamic error correction framework leads to exchange rate forecasts which are superior to those generated by a random walk forecasting model.
Book Synopsis Literature Review on Exchange Rate Modeling by : Richard Works
Download or read book Literature Review on Exchange Rate Modeling written by Richard Works and published by Richard Floyd Works. This book was released on with total page 63 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a literature review on exchange rate modeling. This is taken from my doctoral dissertation (My copyright registration number: TX 8-435-669). This may be helpful if you're seeking information on exchange rate, interest rates, gross domestic product, inflation, and money supply. It may also be helpful in understanding the origins of the sticky-price monetary model.
Book Synopsis Long-Run Exchange Rate Modeling by : Mr.Ronald MacDonald
Download or read book Long-Run Exchange Rate Modeling written by Mr.Ronald MacDonald and published by International Monetary Fund. This book was released on 1995 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this paper we survey the recent literature on long run, or equilibrium, exchange rate modeling. In particular, we review the voluminous literature which tests for a unit root in real exchange rates and the closely related work on testing for a unit root in the residual from a regression of the nominal exchange rate on relative prices. We argue that the balance of evidence is supportive of the existence of some form of long-run exchange rate relationship. The form of this relationship, however, does not accord exactly with a traditional representation of the long-run exchange rate. We offer some potential explanations for this lack of conformity.
Book Synopsis Forecasting Exchange Rate Volatility by : Guillermo Benavides
Download or read book Forecasting Exchange Rate Volatility written by Guillermo Benavides and published by . This book was released on 2009 with total page 34 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper shows that combinations of option implied and time series volatility forecasts that are conditional on current information are statistically superior to individual models, (unconditional) combinations, and hybrid forecasts. Hence, it finds empirical evidence that both, combining individual forecasts, and taking into account the conditional expected performance of each model given current information, are important to improve out-of-sample forecasting performance. The method used in this paper extends the application of conditional predictive ability tests to select forecast combinations. We show that this method works well in practice by applying it to volatility forecasts for the Mexican Peso-US Dollar exchange rate, where the actual value is taken to be the realized volatility measured using intra-day observations.
