Results 11 to 20 of about 553,591 (343)
The Markov Switching ACD Model [PDF]
SSRN Electronic Journal, 2002 We propose a new framework for modelling time dependence in duration processes on financial markets. The well known autoregressive conditional duration (ACD) approach introduced by Engle and Russell (1998) will be extended in a way that allows the conditional expectation of the duration process to depend on an unobservable stochastic process, which is ...
Hujer, Reinhard +2 more
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Optimal Portfolio Selection in an Itô–Markov Additive Market
Risks, 2019 We study a portfolio selection problem in a continuous-time Itô–Markov additive market with prices of financial assets described by Markov additive processes that combine Lévy processes and regime switching models.
Zbigniew Palmowski +2 more
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Markov-switching generalized additive models [PDF]
Statistics and Computing, 2015 We consider Markov-switching regression models, i.e. models for time series regression analyses where the functional relationship between covariates and response is subject to regime switching controlled by an unobservable Markov chain. Building on the powerful hidden Markov model machinery and the methods for penalized B-splines routinely used in ...
Langrock, Roland +3 more
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Switching Control of Closed-Loop Supply Chain Systems with Markov Jump Parameters
Applied Sciences, 2023 The switching system model of a closed-loop supply chain with Markov jump parameters is established. The system is modeled as a switching system with Markov jump parameters, taking into account the uncertainties of the process and the inventory decay ...
Huiming Wu, Sicong Guo
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Markov-Switching MIDAS Models [PDF]
Journal of Business & Economic Statistics, 2013 This article introduces a new regression model—Markov-switching mixed data sampling (MS-MIDAS)—that incorporates regime changes in the parameters of the mixed data sampling (MIDAS) models and allows for the use of mixed-frequency data in Markov-switching models.
MARCELLINO, MASSIMILIANO, P. Guerin
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Efficient estimation of Markov-switching model with application in stock price classification [PDF]
Mathematics and Modeling in Finance, 2021 In this paper, we discuss the calibration of the geometric Brownian motion model equipped with Markov-switching factor. Since the motivation for this research comes from a recent stream of literature in stock economics, we propose an efficient estimation
Farshid Mehrdoust +2 more
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A Markov-Switching Model Approach to Heart Sound Segmentation and Classification [PDF]
IEEE journal of biomedical and health informatics, 2018 Objective: We consider challenges in accurate segmentation of heart sound signals recorded under noisy clinical environments for subsequent classification of pathological events.
Fuad M. Noman +6 more
semanticscholar +1 more source
Granger-Causality in Markov Switching Models [PDF]
SSRN Electronic Journal, 2006 In this paper we propose a new parametrisation of transition probabilities that allows us to characterize and test Granger-causality in Markov switching models by means of an appropriate specification of the transition matrix. Test for independence are also provided. We illustrate our methodology with an empirical application.
BILLIO, Monica, DI SANZO S.
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Modeling and forecasting of rainfall reoccurrence changes using Markov Switching in Iran
SN Applied Sciences, 2021 This paper represents the recurrence (reoccurrence) changes in the rainfall series using Markov Switching models (MSM). The switching employs a dynamic pattern that allows a linear model to be combined with nonlinearity models a discrete structure.
Majid Javari
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Mathematics, 2022 This study applies a Markov switching error correction model to describe the single most important real exchange rate (Deutsche mark versus US dollar) over the flexible exchange rates period from 1973 to 2004.
Michael Frömmel +2 more
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