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Bayesian methodsBayesian / computational

Bayesiansk netværk med målefejl

Et bayesiansk netværk med målefejl er en probabilistisk rettet acyklisk grafisk model, hvor en eller flere knudepunktsvariable observeres med fejl snarere end eksakt. Latente sand-værdiknudepunkter introduceres for fejlmålte variable, og modellen infererer samtidigt netværkets betingede sandsynlighedsparametre og de uobserverede sande værdier fra de støjende observationer.

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Kilder

  1. Pearl, J. (1988). Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference. Morgan Kaufmann. ISBN: 978-1558604797
  2. Richardson, S. & Gilks, W. R. (1993). A Bayesian approach to measurement error problems in epidemiology using conditional independence models. American Journal of Epidemiology, 138(6), 430–442. link

Sådan citerer du denne side

ScholarGate. (2026, June 3). Bayesian Network with Measurement Error (Errors-in-Variables Graphical Model). ScholarGate. https://scholargate.app/da/bayesian/bayesian-network-with-measurement-error

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ScholarGateBayesian Network with Measurement Error (Bayesian Network with Measurement Error (Errors-in-Variables Graphical Model)). Hentet 2026-06-15 fra https://scholargate.app/da/bayesian/bayesian-network-with-measurement-error · Datasæt: https://doi.org/10.5281/zenodo.20539026