Abstract
State-space Model with One Binary Observation
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10.1 State-space Model with One Binary Observation
10.1.1 Simulated Data Example
10.1.2 Experimental Data Example
10.2 State-space Model with One Binary and One Continuous Observation
10.2.1 Simulated Data Example
10.2.2 Experimental Data Example
10.3 State-space Model with One Binary and Two Continuous Observations
10.3.1 Simulated Data Example (\(\alpha I_{k}\) Excluded)
10.3.2 Simulated Data Example
10.3.3 Experimental Data Example (\(\alpha I_{k}\) Excluded)
10.3.4 Experimental Data Example
10.4 State-space Model with One Binary, Two Continuous and a Spiking-Type Observation
10.4.1 Simulated Data Example
10.4.2 Experimental Data Example
10.5 State-space Model with One MPP Observation
10.5.1 Simulated Data Example
10.5.2 Experimental Data Example
10.6 State-space Model with One MPP and One Continuous Observation
10.6.1 Simulated Data Example
10.6.2 Experimental Data Example
10.7 State-space Model with One Binary and One Spiking-type Observation
10.7.1 Experimental Data Example
10.8 State-space Model with One Binary and Two Continuous Observations with a Circadian Input in the State Equation
10.8.1 Experimental Data Example
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Wickramasuriya, D.S., Faghih, R.T. (2024). MATLAB Code Examples. In: Bayesian Filter Design for Computational Medicine. Springer, Cham. https://doi.org/10.1007/978-3-031-47104-9_10
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DOI: https://doi.org/10.1007/978-3-031-47104-9_10
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