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Nonlinear Regime-Switching State-Space (RSSS) Models | SpringerLink
Mar 05, · State-space models with regime switching: classical and Gibbs-sampling approaches with applications. Cambridge: MIT Press. Google Scholar Kishton, J.M., & Widaman, K.F. (). Unidimensional versus domain representative parceling of questionnaire items: an empirical example. Educational and Psychological Measurement, 54, –Cited by: 22 Aug 20, · State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with ApplicationsReviews: Aug 05, · Instant access to the full article PDF. US$ Price includes VAT for USA. Download references. Author information. Affiliations. Using State-Space Model with Regime Switching to Represent the Dynamics of Facial Electromyography About this book. State-space models as an important mathematical tool has been widely used in many different fields. This edited collection explores recent theoretical developments of the models and their applications in economics and finance. The book includes nonlinear and non-Gaussian time series models, regime-switching and hidden Markov
State-space models with regime switching pdf download
Facial electromyography EMG is a useful physiological measure for detecting subtle affective changes in real time. A time series of EMG data contains bursts of electrical activity that increase in magnitude when the pertinent facial muscles are activated.
We also allowed the association between EMG signals and self-reported affect ratings to vary between regimes and found that the relationship between these two markers did in fact vary over time. The potential utility of using regime-switching models to state-space models with regime switching pdf download activation patterns in EMG data and to summarize the temporal characteristics of EMG activities is discussed.
This is a preview of subscription content, access via state-space models with regime switching pdf download institution. Rent this article via DeepDyve. Akaike, H. Information theory and an extension of the maximum likelihood principle. Csaki Eds. Budapest: Akademiai Kiado. Google Scholar. Akima, H. A method of univariate interpolation that has the accuracy of a third-degree polynomial.
ACM Transactions on Mathematical Software17 3— Article Google Scholar. A new method of interpolation and smooth curve fitting based on local procedures. Journal of the Association of Computing Machinery17 4— Aptech Systems Inc. GAUSS Version Black Diamond: Author.
Computer software manual. Biopac Systems, Inc. MP system hardware guideGoleta: Biopac Systems, Inc. Cacioppo, J. Specific forms of facial EMG response index emotions during an interview: From Darwin to the continuous flow hypothesis of affect-laden information processing.
Journal of Personality and Social Psychology54— PubMed Article Google Scholar. Electromyograms as measures of extent and affectivity of information processing. American Psychologist36— Electromyographic activity over facial muscle regions can differentiate the valence and intensity of affective reactions.
Journal of Personality and Social Psychology50— Inferring psychological significance from physiological signals. American Psychologist4516— Chow, S. Notre Dame series on quantitative methodology : Vol. Statistical methods for modeling human dynamics: An interdisciplinary dialogue. Davidson, R. Affective style and affective disorders: Perspectives from affective neuroscience.
Cognition and Emotion12 3— Davis, W. et al. Properties of human affect induced by static color slides IAPS : Dimensional, categorical and electromyographic analysis. Biological Psychologystate-space models with regime switching pdf download, 41— Dimberg, U.
Facial electromyography and emotional reactions. Psychophysiology27— Unconscious facial reactions to emotional facial expressions. Psychological Science11 186— Dolan, C. Regime switching in the latent growth curve mixture model. Structural Equation Modeling12 194— Doucet, A. Sequential Monte Carlo methods in practice. New York: Springer. Durbin, J.
Time series analysis by state space methods. Oxford: Oxford University Press. Fridlund, A. Guidlines for human electromyographic research. Psychophysiology23 5— Frühwirth-Schnatter, S. Fully Bayesian analysis of switching Gaussian state space models. Annals of the Institute of Statistical Mathematics53 131— Finite mixture and Markov switching models. Fukuda, K. Development of human sleep and wakefulness rhythm during the first six months of life: Discontinuous changes at the 7th and 12th week after birth.
Biological Rhythm Research2894— Gilbert, D. Stumbling on happiness. New York: Vintage. Gilboa, E. Personality and the structure of affective responses. Van Goozen, N. Sergeant Eds. Philadelphia: Lawrence Erlbaum Associates. Hamilton, J. A new approach to the economic analysis of nonstationary time series and the business cycle.
Econometrica57— Time series analysis. Princeton: Princeton University Press. Harvey, A. The econometric analysis of time series. New York: Wiley. Forecasting, structural time series models and the Kalman filter. Cambridge: Cambridge University Press. Hodges, P. A comparison of computer-based methods for the determination of onset of muscle contraction using electromyography.
Hosenfeld, B. Indicators of discontinuous change in the development of analogical reasoning. Journal of Experimental Child Psychology64— Hsieh, F. Exploring the dynamics of dyadic interactions via hierarchical segmentation.
Psychometrika75 2— Jackson, C. Vienna: R Foundation for Statistical Computing. Johnson, T. A Bayesian change-point analysis of electromyographic data: Detecting muscle activation patterns and associated applications. Biostatistics4 1state-space models with regime switching pdf download, — Kim, C.
ATSA21 Lecture 7: Multivariate State-Space models
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About this book. State-space models as an important mathematical tool has been widely used in many different fields. This edited collection explores recent theoretical developments of the models and their applications in economics and finance. The book includes nonlinear and non-Gaussian time series models, regime-switching and hidden Markov Jun 10, · Download PDF Abstract: State-space models (SSM) with Markov switching offer a powerful framework for detecting multiple regimes in time series, analyzing mutual dependence and dynamics within regimes, and asserting transitions between regimes. These models however present considerable computational challenges due to the exponential number of possible regime sequences Mar 05, · State-space models with regime switching: classical and Gibbs-sampling approaches with applications. Cambridge: MIT Press. Google Scholar Kishton, J.M., & Widaman, K.F. (). Unidimensional versus domain representative parceling of questionnaire items: an empirical example. Educational and Psychological Measurement, 54, –Cited by: 22
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