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Dynamic Modelling of Time-to-Event Processes: (Advances in Reliability Science)

Dynamic Modelling of Time-to-Event Processes: (Advances in Reliability Science)

          
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About the Book

Dynamic Modelling of Time-to-Event Processes covers an alternative dynamic modelling approach for studying time-to-event processes. This innovative approach covers some key elements, including the Development of continuous-time state of dynamic time-to-event processes, an Introduction of an idea of discrete-time dynamic intervention processes, Treating a time-to-event process operating/functioning under multiple time-scales formulation of continuous and discrete-time interconnected dynamic system as hybrid dynamic time-to-event process, Utilizing Euler-type discretized schemes, developing theoretical dynamic algorithms, and more. Additional elements of this process include an Introduction of conceptual and computational state and parameter estimation procedures, Developing multistage a robust mean square suboptimal criterion for state and parameter estimation, and Extending the idea conceptual computational simulation process and applying real datasets.

Table of Contents:
1. Some Latent Dynamic Structural Elements in Time-to-Event Processes 2. Linear Deterministic Hybrid Dynamic Modeling of Time-to-event Processes (LDHDM) 3. Conceptual Computational and Simulation Algorithms - LDHDM 4. Nonlinear Deterministic Interconnected Hybrid Dynamic Modeling for Time-to-Event Processes - INHDMTTEP 5. Conceptual Computational and Simulation Algorithms for INHDMTTEP 6. Stochastic Hybrid Dynamic Modeling for Time-to-event Processes - SIHDMTTEP 7. Conceptual Computational and Simulation Algorithms for SIHDMTTEP 8. Application to Time-to-Event Datasets 9. Statistical Comparative Analysis with Existing Methods 10. Case Studies


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Product Details
  • ISBN-13: 9780443223433
  • Publisher: Elsevier - Health Sciences Division
  • Publisher Imprint: Elsevier - Health Sciences Division
  • Height: 229 mm
  • No of Pages: 376
  • Width: 152 mm
  • ISBN-10: 0443223432
  • Publisher Date: 01 Oct 2025
  • Binding: Paperback
  • Language: English
  • Series Title: Advances in Reliability Science


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