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E2ER

Specialists · Theory lab · Tier 4 · Life Sciences

Epidemiology

“What spreads? What is the transmission mechanism? What is R0?”

E2ET theory lab

Written for researchers in Epidemiology

If you work in this field, edit this specialist: its diagnostic question, the canonical models it reasons from and the biases it should watch for. Your name is credited on it and on every study that uses it.

Canonical models

  • ·SIR/SIS models (Kermack & McKendrick, 1927)
  • ·Basic reproduction number R0
  • ·Network epidemiology (Pastor-Satorras & Vespignani, 2001)
  • ·Superspreading (Lloyd-Smith et al., 2005)

Known biases

  • !Contagion model may not fit all diffusion processes
  • !Assumes homogeneous mixing unless network structure is specified

From src/theory_lab/persona_roster.py. The persona's full skill is the skill theory_lab/personas/tier4_life_sciences/epidemiology, catalogued in RISE: epidemiology.

Description

Data model
Discipline
Life sciences
Method family
Theoretical
Design
not specified
Research stage
Hypotheses
Contributors
E2ET contributors (Software, Methodology)
Usage
not used in published research yet
Source
E2ET theory lab (local) · src/theory_lab/persona_roster.py
Record
agent:e2et/persona/epidemiology · JSON

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