Minoo Nazifi Naeini, Dr Shahram Fatahi, Dr Saeed Samadi,
Volume 3, Issue 9 (10-2012)
Abstract
In this study we compare a set of Markov Regime-Switching GARCH models in terms of their ability to forecast the Tehran stock market volatility at different time intervals. SW-GARCH models have been used to avoid the excessive persistence that usually found in GARCH models. In SW-GARCH models all parameters are allowed to switch between a low or high volatility regimes. Both Gaussian and fat-tailed conditional distributions are assumed for the residuals, and the degrees of freedom can also be state-dependent to capture possible time-varying kurtosis. Using stationary bootstrap and re-sampling, the forecasting performances of the competing models are evaluated by statistical loss functions. The empirical analysis demonstrates that SW-GARCH models outperform all standard GARCH models in forecasting volatility. Also, the SW-GARCH model with the t distribution for errors has the best performance in fitting a model and estimation.
. Mohammad Rezvani, Yadollah Bostan, . Milad Etghaei, Dr. Ahmad Fatahi Ardakani,
Volume 11, Issue 42 (12-2020)
Abstract
Investigating consumer behavior and rationalizing it in selecting different goods and services is important because it measures individuals 'preferences over domestic or foreign goods and demonstrates the impact of impulses and policies as a structural failure or a change in individuals' preferences. In other words, the validity of the assumption of rational consumer behavior is examined. The test of revealed preferences is a powerful way of examining changes in family preferences. Therefore, the purpose of the present study is to investigate the stability and structural failure of urban consumer preferences for bread basket in the period 1996-1999 using strong and weak nonparametric test of revealed preferences in Iran. Initially, the weak preferences matrix revealed using average price data and the amount of bread types derived from household expenditure and income plan in urban areas and comparing consumer choices over different time periods. The results of the WARP matrix analysis show that there are no inconsistencies in the bread basket consumers' preferences. Due to the absence of violations in WARP, further changes in preferences using SARP were investigated. The results showed that rational behavior of bread consumers in urban households of Iran is rejected. Also, the results of K-W statistics indicate that there is a structural change in 2014 and indicate that there is no effect of transient shocks and structural failure in urban consumer preferences for bread. Given the years of failure of the utility function and the rationalization of consumer behavior and rational behavior, it is suggested to consider this in estimating the bread demand function of households.
