SAGE Open, 2022 This study involved a systematic literature review using bibliometric analysis to examine the evolution and current trends of Markov switching studies. The bibliometric analysis was used for the descriptive, intellectual, social, and conceptual network ...
Seuk Wai Phoong +2 more
doaj +2 more sources
Markov Switching Model for Quick Detection of Event Related Desynchronization in EEG. [PDF]
Front Neurosci, 2018 Quick detection of motor intentions is critical in order to minimize the time required to activate a neuroprosthesis. We propose a Markov Switching Model (MSM) to achieve quick detection of an event related desynchronization (ERD) elicited by motor ...
Lisi G, Rivela D, Takai A, Morimoto J.
europepmc +2 more sources
A Markov-Switching Model of Inflation in Bolivia
Economies, 2021 The Bolivian inflation process is analyzed utilizing a time-varying univariate and multivariate Markov-switching model (TMS). With monthly data and, beginning in the late 1930s, inflation is accurately described by a univariate TMS. The intercept for the
Antonio N. Bojanic
doaj +2 more sources
Refining value-at-risk estimates using a Bayesian Markov-switching GJR-GARCH copula-EVT model. [PDF]
PLoS ONE, 2018 In this paper, we propose a model for forecasting Value-at-Risk (VaR) using a Bayesian Markov-switching GJR-GARCH(1,1) model with skewed Student's-t innovation, copula functions and extreme value theory.
Marius Galabe Sampid +2 more
doaj +2 more sources
Cogent Economics & Finance, 2020 This paper investigates the impact of financial development on economic growth in Pakistan using the Markov Switching Model over the period 1980–2017. The results based on two-state Markov switching model confirm the Schumpeter’s view that finance spurs ...
Abdul Rahman +2 more
doaj +2 more sources
Markov-Switching Model Selection Using Kullback-Leibler Divergence [PDF]
SSRN Electronic Journal, 2005 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Aaron Smith, P. Naik, Chih-Ling Tsai
semanticscholar +5 more sources
Comparing the different types of Markov switching model for Euro to Iran Rial exchange rate [PDF]
Mathematics and Modeling in Finance, 2021 According to the rule of equality of equal prices, the price of a foreign commodity within a country depends on the price of the commodity at the origin as well as the exchange rate of that country.
Mahdi Pourrafiee +3 more
doaj +1 more source
Prediction of PM2.5 pollution in Tehran air based on temperature and pressure using Markovian regime-switching non-parametric additive transitive regression model [PDF]
ریاضی و جامعه, 2023 In this paper, we introduce the Markovian regime-switching regression model, which is a graphical model based on the hidden Markov model. This model can be viewed as a clustered regression model, in which a Markov process models the transition from one ...
Morteza Amini
doaj +1 more source
Fault-Tolerant Control of Second-Order Nonlinear Multi-Agent Formation Under Markov Switching Topology [PDF]
Jisuanji gongcheng, 2023 To solve the problems of communication signal loss and controller failure in the formation control of multi-agent systems, this paper proposes a fault-tolerant control protocol for second-order nonlinear multi-agent system leader-follower formation with ...
Lingcong OUYANG, Kaijun YANG, Zhixiong ZHANG
doaj +1 more source
Optimal Hedge Ratio of Bahar Azadi Coin Futures: Application of Markov Regime Switching Models [PDF]
مدلسازی اقتصادسنجی, 2018 According to the importance of the hedging of gold coin market fluctuations, the purpose of this study is to estimate the minimize variance of optimal hedge ratios for Bahar Azadi coin futures contracts from period of 2013/12/17 to 2017/06/01 using ...
Mozhgan Maleki, Meysam Rafei
doaj +1 more source