Sensitivity analysis of Quasi-Birth-and-Death processes
Anna Aksamit, Ma{\l}gorzata M. O'Reilly, Zbigniew Palmowski
TL;DR
This paper conducts a sensitivity analysis of level-dependent Quasi-Birth-and-Death processes, emphasizing applications in healthcare system modeling to understand how parameter changes affect system behavior.
Contribution
It introduces a novel approach to sensitivity analysis specifically tailored for level-dependent QBD processes in healthcare contexts.
Findings
Identifies key parameters influencing healthcare system models
Provides a framework for sensitivity analysis of QBD processes
Demonstrates applicability to real healthcare data
Abstract
We perform the sensitivity analysis of a level-dependent QBD with a particular focus on applications in modelling healthcare systems.
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Taxonomy
TopicsHealthcare Operations and Scheduling Optimization · Advanced Queuing Theory Analysis