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Volatility permeates modern financial theories and decision making processes. As such, accurate measures and good … forecasts of future volatility are critical for the implementation and evaluation of asset pricing theories. In response to this …, a voluminous literature has emerged for modeling the temporal dependencies in financial market volatility at the daily …
Persistent link: https://www.econbiz.de/10012472795
Volatility has been one of the most active and successful areas of research in time series econometrics and economic … empirical insights to emerge from this burgeoning literature, with a distinct focus on forecasting applications. Volatility is … inherently latent, and Section 1 begins with a brief intuitive account of various key volatility concepts. Section 2 then …
Persistent link: https://www.econbiz.de/10012467497
Simple regression tests that have power against the alternatives that. asset prices and expected future asset returns are excessively volatile are developed and performed for the foreign exchange and stock markets. These tests have a number of advantages over alternative, variance hounds...
Persistent link: https://www.econbiz.de/10012476706
A Markov-switching model is fit for eighteen exchange rates at quarterly and monthly frequencies. This model fits well in-sample at the quarterly frequency for many exchange rates. By the mean-squared-error or mean-absolute-error criterion. the Markov model does not generate superior forecasts...
Persistent link: https://www.econbiz.de/10012474755
forecasting of daily and lower frequency volatility and return distributions. Most procedures for modeling and forecasting … ARCH or stochastic volatility models, which often perform poorly at intraday frequencies. Use of realized volatility … and forecasting. Building on the theory of continuous-time arbitrage-free price processes and the theory of quadratic …
Persistent link: https://www.econbiz.de/10012470566
Market participants' forecasts of future exchange rate volatility can be recovered from option contracts on foreign … currencies. Such implicit volatility forecasts for four currencies are used to test rational expectations jointly with the … version of market rationality: the market can correctly forecast the direction of the change in exchange rate volatility. This …
Persistent link: https://www.econbiz.de/10012475077
What do academics have to offer market risk management practitioners in financial institutions? Current industry practice largely follows one of two extremely restrictive approaches: historical simulation or RiskMetrics. In contrast, we favor flexible methods based on recent developments in...
Persistent link: https://www.econbiz.de/10012467618
This paper provides a comprehensive analysis of the forecastability of the real price of natural gas in the United States at the monthly frequency considering a universe of models that differ in their complexity and economic content. Our key finding is that considerable reductions in...
Persistent link: https://www.econbiz.de/10015145107
of the multi-step forecasting risk and the impulse response estimation risk to determine hyperparameters in settings …
Persistent link: https://www.econbiz.de/10015326468
features. It produces continuous food security estimates and measures of estimation uncertainty at the household level. Unlike … latent trait estimation. We observe overlap in BGRM estimates across USDA-defined food security categories and significant …
Persistent link: https://www.econbiz.de/10014544738