نتایج جستجو برای: markov switching garch

تعداد نتایج: 144983  

1997
DONG LI CHULIN LI

In this paper we investigate the impact of the switching from the same-day settlement to the following-day settlement on the market volatility and its structure. Using the Levene tests and bootstrap procedures, we find that the switching causes a drastic decrease in the stock market volatility. In addition, using a modified GARCH model, we also find a substantial change in the volatility struct...

2000
Daniel R. Smith

This paper empirically compares the Markov-switching and stochastic volatility diffusion models of the short rate. The evidence supports the Markov-switching diffusion model. Estimates of the elasticity of volatility parameter for single regime models unanimously indicate an explosive volatility process, while the Markov-switching models estimates are reasonable. We find that either Markov-swit...

2004
Markku Lanne Pentti Saikkonen

In this paper we study a new class of nonlinear GARCH models. Special interest is devoted to models that are similar to previously introduced smooth transition GARCH models except for the novel feature that a lagged value of conditional variance is used as the transition variable. This choice of the transition variable is mainly motivated by the desire to find useful models for highly persisten...

Journal: :SSRN Electronic Journal 2002

Journal: :The Econometrics Journal 2004

Journal: :Statistics and Computing 2015

Journal: :Tatra Mountains Mathematical Publications 2014

2000
Chang-Jin Kim Charles R. Nelson

Though Hamilton's (1989) Markov switching model has been widely estimated in various contexts, formal testing for Markov switching is not straightforward. Univariate tests in the classical framework by Hansen (1992) and Garcia (1998) do not reject the linear model for GDP. We present Bayesian tests for Markov switching in both univariate and multivariate settings based on sensitivity of the pos...

The main goal of this research is to calculate VaR index with parametric Markov-Switching GARCH approach for accepted companies in Tehran Stock Exchange and also selecting the optimal portfolio of their stocks. To calculate the index, data and information of weekly stock price of 10 representative firms during the period 2008-2014 has been used which account for 332 working weeks.The results fr...

Journal: :Foundations and Trends® in Machine Learning 2014

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