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Testing Markov switching models
Applied Economics, 2014In this article, we propose a new test for Markov switching models. Unlike the tests in the existing literature (e.g. Hansen, 1992; Garcia, 1998; Cho and White, 2007), we focus on testing the null of two regimes, instead of one single regime, in a switching framework.
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Journal of the Royal Statistical Society: Series C (Applied Statistics), 2019
This study models weekly dengue case counts with two climatological variables: temperature and precipitation. Since conventional zero‐inflated integer‐valued generalized auto‐regressive conditional heteroscedastic (GARCH) models and Poisson regression ...
Cathy W. S. Chen +2 more
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This study models weekly dengue case counts with two climatological variables: temperature and precipitation. Since conventional zero‐inflated integer‐valued generalized auto‐regressive conditional heteroscedastic (GARCH) models and Poisson regression ...
Cathy W. S. Chen +2 more
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Geopolitical risk and oil price volatility: Evidence from Markov-switching model
International Review of Economics & Finance, 2022Lihua Qian, Qing Zeng, Tao Li
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This thesis displays a presentation of the Hamilton's Markov Switching model both in simple and State Space form. Moreover, the model is applied in the India's GDP and DJIA Index using R. This thesis is based on three chapters of Markov Switching models.
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A Markov-Switching model for building occupant activity estimation
Energy and Buildings, 2019Heating and ventilation strategies in buildings can be improved significantly if information about the current presence and activity level of the occupants is taken into account.
Sebastian Wolf +4 more
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Renewable-energy and economic growth: A Markov-switching approach
Energy, 2022Yiyang Chen +3 more
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The multi-chain Markov switching model
Journal of Forecasting, 2005In many real phenomena the behaviour of a certain variable, subject to different regimes, depends on the state of other variables or the same variable observed in other subjects, so the knowledge of the state of the latter could be important to forecast the state of the former. In this paper a particular multivariate Markov switching model is developed
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Markov Switching Tensor Regressions
A new flexible tensor-on-tenor regression model that accounts for latent regime changes is proposed. The coefficients are driven by a common hidden Markov process that addresses structural breaks to enhance the model's flexibility and preserve parsimony.Casarin, Roberto +2 more
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