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Intraday Patterns in Foreign Exchange Returns and Realized Volatility

Intraday Patterns in Foreign Exchange Returns and Realized Volatility
Author: Hao Zhang
Publisher:
Total Pages: 0
Release: 2018
Genre:
ISBN:

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This paper investigates intraday patterns in foreign exchange returns based on a sample of 16 currencies versus the U.S. dollar using high-frequency data for the period 2010-2015. We find that home currencies tend to depreciate during domestic trading sessions and appreciate during U.S. trading sessions after London markets are closed, indicating that intraday patterns in foreign exchange returns exist in many countries, including countries with capital controls. Intraday patterns in foreign exchange returns are significantly related to realized volatility, which reflects risk attributable to order flow and market sensitivity to order flow in domestic and foreign markets.


DM-dollar Volatility

DM-dollar Volatility
Author: Torben Gustav Andersen
Publisher:
Total Pages: 80
Release: 1996
Genre: Dollar, American
ISBN:

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This paper characterizes the volatility in the DM-dollar foreign exchange market using an annual sample of five-minute returns. Our modeling approach explicitly captures the pronounced intraday activity patterns, the strong macroeconomic announcement effects, and the volatility persistence, or ARCH effects, familiar from lower frequency returns. The different features are separately quantified and shown, in conjunction, to account for a substantial fraction of the realized return variability, both at the intradaily and daily levels. Moreover, we demonstrate how the high frequency returns, when properly modeled, constitute an extremely valuable and vastly underutilized resource for better understanding the volatility dynamics at the daily or lower frequencies.


Analysing Intraday Implied Volatility for Pricing Currency Options

Analysing Intraday Implied Volatility for Pricing Currency Options
Author: Thi Le
Publisher: Springer Nature
Total Pages: 350
Release: 2021-04-13
Genre: Business & Economics
ISBN: 3030712427

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This book focuses on the impact of high-frequency data in forecasting market volatility and options price. New technologies have created opportunities to obtain better, faster, and more efficient datasets to explore financial market phenomena at the most acceptable data levels. It provides reliable intraday data supporting financial investment decisions across different assets classes and instruments consisting of commodities, derivatives, equities, fixed income and foreign exchange. This book emphasises four key areas, (1) estimating intraday implied volatility using ultra-high frequency (5-minutes frequency) currency options to capture traders' trading behaviour, (2) computing realised volatility based on 5-minute frequency currency price to obtain speculators' speculation attitude, (3) examining the ability of implied volatility to subsume market information through forecasting realised volatility and (4) evaluating the predictive power of implied volatility for pricing currency options. This is a must-read for academics and professionals who want to improve their skills and outcomes in trading options.


Dm-Dollar Volatility

Dm-Dollar Volatility
Author: Torben G. Andersen
Publisher:
Total Pages: 69
Release: 2008
Genre:
ISBN:

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This paper characterizes the volatility in the DM-dollar foreign exchange market using an annual sample of five-minute returns. Our modeling approach explicitly captures the pronounced intraday activity patterns, the strong macroeconomic announcement effects, and the volatility persistence, or ARCH effects, familiar from lower frequency returns. The different features are separately quantified and shown, in conjunction, to account for a substantial fraction of the realized return variability, both at the intradaily and daily levels. Moreover, we demonstrate how the high frequency returns, when properly modeled, constitute an extremely valuable and vastly underutilized resource for better understanding the volatility dynamics at the daily or lower frequencies.


Properties of High Frequency DAX Returns

Properties of High Frequency DAX Returns
Author: Philippe Masset
Publisher:
Total Pages: 28
Release: 2008
Genre:
ISBN:

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This paper analyzes the behavior of the German DAX index intraday returns. We devote particular attention to three related empirical issues. First we provide an up-to-date characterization of the DAX intraday volatility patterns. They are mostly W-shaped with peaks at the opening, at 2.30pm and before the closing. We find some evidence suggesting that the implied volatility also follows some deterministic patterns over the trading day. Second we identify jumps in DAX returns. On jump days, they account on average for 15% to 25% of the daily variance. Jumps also tend to cluster and are not evenly distributed throughout the trading day. Third we estimate the impact of a price jump on volatility. We consider different proxies for volatility: absolute returns, implied volatility and realized volatility. Our results indicate that negative jumps trigger a strong upward correction in volatility. This correction starts just after a jump occured and persists during up to 25 minutes. On the other hand, positive jumps seem to have a much less significant impact on volatility. These results hold for all volatility proxies but they are more significant when we consider the implied volatility.


Handbook of Economic Forecasting

Handbook of Economic Forecasting
Author: Graham Elliott
Publisher: Elsevier
Total Pages: 667
Release: 2013-08-23
Genre: Business & Economics
ISBN: 0444627405

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The highly prized ability to make financial plans with some certainty about the future comes from the core fields of economics. In recent years the availability of more data, analytical tools of greater precision, and ex post studies of business decisions have increased demand for information about economic forecasting. Volumes 2A and 2B, which follows Nobel laureate Clive Granger's Volume 1 (2006), concentrate on two major subjects. Volume 2A covers innovations in methodologies, specifically macroforecasting and forecasting financial variables. Volume 2B investigates commercial applications, with sections on forecasters' objectives and methodologies. Experts provide surveys of a large range of literature scattered across applied and theoretical statistics journals as well as econometrics and empirical economics journals. The Handbook of Economic Forecasting Volumes 2A and 2B provide a unique compilation of chapters giving a coherent overview of forecasting theory and applications in one place and with up-to-date accounts of all major conceptual issues. Focuses on innovation in economic forecasting via industry applications Presents coherent summaries of subjects in economic forecasting that stretch from methodologies to applications Makes details about economic forecasting accessible to scholars in fields outside economics


Anomalies in the Foreign Exchange Returns and Implied Volatilities

Anomalies in the Foreign Exchange Returns and Implied Volatilities
Author: Taleh Musayev
Publisher:
Total Pages: 0
Release: 2009
Genre:
ISBN:

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This thesis examines patterns in the FX returns and implied volatilities using daily return and implied volatility data for four major exchange rates for a period of January 1994 to December 2003. The existence of the patterns could indicate that the FX market is not efficient and could provide a basis for the construction of the trading strategies. Volatility tends to rise prior to the announcement of both scheduled and unscheduled news and fall on the announcement day. The "sign effect", indicated by the bad news having stronger impact on the volatility than good news, tends to weaken in post euro period. We find a strong evidence of the day of the week effect in the FX returns and implied volatilities, indicated by (i) positive Thursday and negative Friday returns, (ii) positive implied volatility changes on Monday and Tuesday and (iii) negative implied volatility changes on Thursday and Friday. The intraweek patterns have become more significant after the introduction of euro. We confirm the holiday and January effect that tends to strengthen in the "bad" years characterized by low GDP growth rate, and tends to weaken in the "good" years characterized by high GDP growth rate. We find a strong relation between implied volatility and contemporaneous returns, which is strongly affected by the news announcements, stronger for small returns and whose significance declines following the introduction of euro. There is also some evidence of the extreme levels of the implied volatility predicting following day returns, which is found to be particularly significant for negative (as opposed to positive) returns and for extremely large increases (as opposed to decreases)in the level of the implied volatility. The evidence presented in this thesis contributes to the existing research on FX anomalies, with the main contribution centring around a significant impact of euro.


Temporal Patterns in Foreign Exchange Returns and Options

Temporal Patterns in Foreign Exchange Returns and Options
Author: Maxime Charlebois
Publisher:
Total Pages:
Release: 2007
Genre:
ISBN:

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Although the foreign exchange market is believed to be one of the most efficient financial markets in the world, there is significant evidence that technical analysis is profitable in this market. In this study we investigate the ability of information from the options market to supplement the commonly used information on past prices to predict temporal patterns in foreign exchange returns. We find that information from the options market improves the performance of technical trading strategies. Strategies using information from at-the-money options were more consistently profitable than the most commonly used strategies based on only historical spot exchange rates (past prices). Our results hold out-of-sample as well as in the late nineties, a period when few sources of information have proven reliable. Consequently options appear to contain valuable information regarding future spot exchange rate movements.