SADQN-Based Residual Energy-Aware Beamforming for LoRa-Enabled RF Energy Harvesting for Disaster-Tolerant Underground Mining Networks. [PDF]
Anabi HK, Frimpong S, Madria S.
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Momentum, volume and investor sentiment study for u.s. technology sector stocks-A hidden markov model based principal component analysis. [PDF]
Li S.
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Joint Bayesian Hidden Markov Model With Subject-Specific Transitions for Wearable Sensor Data. [PDF]
Fei W, Miao Z, Xu T, Wang Y.
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Inferring behavioural states from tracking data with hidden Markov models - a validation study using GPS video-camera collars. [PDF]
Larue B +11 more
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Moments of Markov switching models [PDF]
Let \(\{\varepsilon_t\}\) be i.i.d. \(N(0,1)\) random variables and \(S_t\) an unobserved stationary ergodic \(k\)-state Markov homogeneous process. The author deals with three types of Markov switching models, namely (MS I) \(y_t=\mu_{S_t} +\sigma_{S_t}\varepsilon_t\), (MS II) \(y_t=\mu_{S_t} +\varphi_1(y_{t-1}-\mu_{S_{t-1}})+\sigma_{S_t}\varepsilon_t\
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Markov-switching mixed-frequency VAR models
International Journal of Forecasting, 2015Abstract This paper introduces regime switching parameters to the Mixed-Frequency VAR model. We begin by discussing estimation and inference for Markov-switching Mixed-Frequency VAR (MSMF-VAR) models. Next, we assess the finite sample performance of the technique in Monte-Carlo experiments.
Foroni, Claudia +2 more
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INTEGRATED MARKOV-SWITCHING GARCH PROCESS
Econometric Theory, 2009This paper investigates stationarity of the so-called integrated Markov-switching generalized autoregressive conditionally heteroskedastic (GARCH) process, which is an important subclass of the Markov-switching GARCH process introduced by Francq, Roussignol, and Zakoïan (2001,Journal of Time Series Analysis22,197–220) and a Markov-switching version of ...
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Optimal Test for Markov Switching Parameters
Econometrica, 2014zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Carrasco, Marine +2 more
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Markov switching and exchange rate predictability
International Journal of Forecasting, 2011Abstract We first show that the recent success of modern macroeconomic models in forecasting nominal exchange rates, evaluated using the Clark and West (2006) inference procedure, is partly due to the presence of the constant term (drift), in addition to the economic fundamentals.
Alex Nikolsko-Rzhevskyy, Ruxandra Prodan
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Markov Switching GARCH Diffusion [PDF]
GARCH option pricing models have the advantage of a well-established econometric foundation. However, multiple states need to be introduced as single state GARCH and even Levy processes are unable to explain the term structure of the moments of financial data.
Carol Alexander, Emese Lazar
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