Search Results - STATE SPACE MODELS

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  1. 1

    State Space Models in R by Giovanni Petris, Sonia Petrone

    Published in Journal of Statistical Software (2011-05-01)
    Subjects: “…state space models…”
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  2. 2

    Parameter and State Estimator for State Space Models by Ruifeng Ding, Linfan Zhuang

    Published in The Scientific World Journal (2014-01-01)
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  3. 3

    The STAMP Software for State Space Models by Roy Mendelssohn

    Published in Journal of Statistical Software (2011-05-01)
    “…This paper reviews the use of STAMP (Structural Time Series Analyser, Modeler and Predictor) for modeling time series data using state-space methods with unobserved components. …”
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  4. 4

    Fitting State Space Models with EViews by Filip A. M. Van den Bossche

    Published in Journal of Statistical Software (2011-05-01)
    “…This paper demonstrates how state space models can be fitted in EViews. We first briefly introduce EViews as an econometric software package. …”
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  5. 5

    Identification State Space models and some Time Series models by Zina Asem, heyam Hayawi

    “…<strong>Abstract</strong><br />      In this research, a comparison of the identification process for time series models represented by ARIMA models was studied by identification several models and choosing the best model based on some statistical criteria and one of the dynamic models represented by state space models was through identification several models with different ranks and choosing the best model based on statistical criteria. …”
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  6. 6

    dynamichazard: Dynamic Hazard Models Using State Space Models by Benjamin Christoffersen

    Published in Journal of Statistical Software (2021-09-01)
    “…The dynamichazard package implements state space models that can provide a computationally efficient way to model time-varying parameters in survival analysis. …”
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  7. 7

    State Space Modeling Using SAS by Rajesh Selukar

    Published in Journal of Statistical Software (2011-05-01)
    Subjects: “…state space model…”
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  8. 8

    The Usage of State Space Models in Mortality Modeling and Predictions by Martin Matějka, Ivana Malá

    Published in Statistika: Statistics and Economy Journal (2023-03-01)
    Subjects: “…generalized state space models…”
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  9. 9

    Formulating State Space Models in R with Focus on Longitudinal Regression Models by Claus Dethlefsen, Søren Lundbye-Christensen

    Published in Journal of Statistical Software (2006-04-01)
    “…We provide a language for formulating a range of state space models with response densities within the exponential family. …”
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  10. 10

    Learning Generative State Space Models for Active Inference by Ozan Çatal, Samuel Wauthier, Cedric De Boom, Tim Verbelen, Bart Dhoedt

    Published in Frontiers in Computational Neuroscience (2020-11-01)
    “…However, these simulations typically require handcrafting a generative model for the agent. Therefore we propose to use recent advances in deep artificial neural networks to learn generative state space models from scratch, using only observation-action sequences. …”
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  11. 11

    State-space models in estimating Lithuanian Business Cycle by Audronė Jakaitienė

    Published in Lietuvos Matematikos Rinkinys (2005-12-01)
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  12. 12

    State-space models in estimating Lithuanian Business Cycle by Audronė Jakaitienė

    Published in Lietuvos Matematikos Rinkinys (2005-12-01)
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  13. 13

    SSpace: A Toolbox for State Space Modeling by Marco A. Villegas, Diego J. Pedregal

    Published in Journal of Statistical Software (2018-11-01)
    Subjects: “…state space models…”
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  14. 14

    A State Space Model for the Wood Chip Refining Model by David Di Ruscio, Jens G. Balchen

    Published in Modeling, Identification and Control (1997-07-01)
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  15. 15

    Modelling and Forecasting Climate Time Series with State-Space Model by A. F. Adedotun, T. Latunde, O. A. Odusanya

    Subjects: “…State-space models…”
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  16. 16

    Chemical language modeling with structured state space sequence models by Rıza Özçelik, Sarah de Ruiter, Emanuele Criscuolo, Francesca Grisoni

    Published in Nature Communications (2024-07-01)
    “…Here, we introduce a recent deep learning architecture, termed Structured State Space Sequence (S4) model, into de novo drug design. …”
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  17. 17

    Modeling Emotion Dynamics in Song Lyrics with State Space Models by Yingjin Song, Daniel Beck

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  18. 18

    ECG Synthesis via Diffusion-Based State Space Augmented Transformer by Md Haider Zama, Friedhelm Schwenker

    Published in Sensors (2023-10-01)
    “…Our contribution introduces a novel diffusion-based model coupled with a State Space Augmented Transformer. …”
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  19. 19

    Monte Carlo fixed-lag smoothing in state-space models by A. Cuzol, E. Mémin

    Published in Nonlinear Processes in Geophysics (2014-05-01)
    “…This paper presents an algorithm for Monte Carlo fixed-lag smoothing in state-space models defined by a diffusion process observed through noisy discrete-time measurements. …”
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  20. 20

    Statistical analysis of organelle movement using state-space models by Haruki Nishio, Satoyuki Hirano, Yutaka Kodama

    Published in Plant Methods (2023-07-01)
    “…Conclusions We demonstrated that state-space modelling is a powerful method to understand organelle movement in eukaryotic cells. …”
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    Article


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