In this paper, we estimate, model and forecast Realized Range Volatility, a new realized measure and estimator of the …-known stylized effects present in financial data. We consider an HAR model with asymmetric effects with respect to the volatility and …

volatility, correlation, beta, quadratic variation, jump variation, and other functionals of an underlying continuous …

, focusing on the relationship between returns and conditional volatility. The conditional mean follows a GARCH-M model, while … PGARCH) were tested. We examine how accurately these GARCH models forecast volatility under various error distributions … the following: (i) the Macedonian stock returns time series display stylized facts such as volatility clustering, high …

In theory, the price of equity is determined by the dividend yields and growth potentials of the firms. There exists … established empirical proof of the impact of macroeconomic changes to the equity markets. With the advent of Islamic equities, and … initial empirical proof for further research on the impact of specific economic variables on the changes in Islamic equity …

Markov-switching models, improves estimates and forecasts of stock return volatility over those of the more conventional …

prices. We empirically assess efficiency gains in volatility estimation when using range-based estimators as opposed to … simple daily ranges and explore the use of these more efficient volatility measures as predictors of daily ranges. The array … forecasts are produced by a realized range based HAR model with a GARCH volatility-of-volatility component. …

financial assets with fat tails, asymmetry, periodic behaviors in the conditional variances, and volatility clustering. The gold …

ability of delivering volatility estimates. The second one is to contribute to extend the very scarce empirical research on … VaR estimation in emerging financial markets. Methods/Approach: Using the daily returns of the Macedonian stock exchange … adequate GARCH family models for estimating volatility in the Macedonian stock market are the asymmetric EGARCH model with …