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Comparison of parameter estimation between the proposed SIR model and the SIR ATMM using RABC.

Comparison of parameter estimation between the proposed SIR model and the SIR ATMM using RABC.

<p>Comparison of parameter estimation between the proposed SIR model and the SIR ATMM using RABC.</p>

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Xehetasun bibliografikoak
Egile nagusia: Thien-Minh Le (22075988) (author)
Beste egile batzuk: Jukka-Pekka Onnela (353658) (author)
Argitaratua: 2025
Gaiak:
Medicine
Biotechnology
Ecology
Cancer
Infectious Diseases
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
mapping epidemic spread
homogeneously mixed population
estimate model parameters
computation time required
provide useful insights
fully connected network
nevertheless routinely used
method proves advantageous
provide similar results
also provide
form similar
network models
empirical network
well understood
theoretical justification
theoretical analysis
studying epidemics
spreading rule
spreading processes
significantly reducing
reproduction numbers
proposed method
often implausible
intervention strategies
identify reasons
heterogeneous mixing
forecast epidemics
first identifying
explicitly handling
exact match
especially important
disease spreading
core assumption
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Antzeko izenburuak

  • Comparison of the 95% confidence band for the mass-action model and the ATMM.
    nork: Thien-Minh Le (22075988)
    Argitaratua: (2025)
  • Three different spreading processes: (a) the SI spreading process, (b) the SIR spreading process, and (c) the SITAD spreading process.
    nork: Thien-Minh Le (22075988)
    Argitaratua: (2025)
  • Approximation of different approaches for the SI, SIR, and SITAD spreading processes on the BA network (left) and modified ER network with a single connected component (right).
    nork: Thien-Minh Le (22075988)
    Argitaratua: (2025)
  • Comparison of the mass-action and the naive method.
    nork: Thien-Minh Le (22075988)
    Argitaratua: (2025)
  • Comparing transmission rates of two networks with three infected nodes (1,2,3): (a) partially connected network with the total transmission rate of 2.1, and (b) fully connected network with the total transmission rate of 1.5.
    nork: Thien-Minh Le (22075988)
    Argitaratua: (2025)

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