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CompartmentalModeling

Guides

  • Compartmental Modeling

Tech Notes

  • Vertical Transmission Models

Symbols

  • DynamicTransmissionModel
  • ForceOfInfection
  • Incidence
  • NextGenerationMatrix
  • CollectModel
  • CompartmentalModelGraph
  • CompetitiveInhibitorKinetics
  • DefinePropensityFunction
  • DeriveTransitions
  • DynamicTransmissionModel
  • EnzymeReaction
  • EpidemiologyModelData
  • EpidemiologyModel
  • ExpandModel
  • ForceOfInfection
  • HillKinetics
  • Incidence
  • KineticCompartmentalModel
  • KineticReactionNetworkModel
  • MichaelisMentenKinetics
  • NextGenerationMatrix
  • NoncompetitiveInhibitorKinetics
  • NullCompartment
  • ResolveCompartmentalModel
  • StochasticSolve
  • StoichiometryTable
  • StratifyModel
  • Transition
  • UncompetitiveInhibitorKinetics
  • VitalDemographicsModel
  • $C
  • $CompartmentalModelingVersion
  • $EpidemiologyColor
  • $EpidemiologyModelingVersion
  • $R
  • $SystemsBiologyModelingVersion
Compartmental Modeling
Functions for building, visualizing, and simulating general compartmental models, as well as functions for specialized area such as epidemiology modeling, chemical kinetics and systems biology modeling, pharmacokinetics modeling, and ecology and population modeling.
Transition
— the basic building block of compartmental models
General Compartmental Modeling
NullCompartment
— compartment for sources and sinks
CompartmentalModelGraph
— construct a graph of a compartmental model
KineticCompartmentalModel
— generate differential equations and stoichiometric matrix
DeriveTransitions
— derive transitions from differential equations
ResolveCompartmentalModel
— decompose model into independent components
$CompartmentalModelingVersion
▪
$C
▪
$R
Stochastic Simulation
DefinePropensityFunction
— define function to compute propensities form current state and time
StoichiometryTable
— generate formatted stoichiometry table
StochasticSolve
— stochastic simulation with Gillespie algorithm
Epidemiology Modeling
VitalDemographicsModel
— add recruitment (birth) and all-cause death transitions to a model
DynamicTransmissionModel
— add vital demographics, stratification, and/or age stratification to model and generate differential equations, stoichiometric matrix, etc.
Incidence
— compute incidence expression for given compartments
NextGenerationMatrix
— compute next generation matrix
EpidemiologyModelData
— prebuilt models with model data
StratifyModel
▪
CollectModel
▪
ExpandModel
▪
EpidemiologyModel
▪
$EpidemiologyModelingVersion
▪
$EpidemiologyColor
Systems Biology Modeling
EnzymeReaction
— generate transitions for enzyme catalyzed reaction
KineticReactionNetworkModel
— generate differential equations and stoichiometric matrix
MichaelisMentenKinetics
— gives the kinetic law for an enzyme-catalyzed reaction with Michaelis-Menten kinetics
HillKinetics
— gives the kinetic law for a reaction catalyzed by an enzyme with multiple catalytic sites with Hill kinetics
CompetitiveInhibitorKinetics
▪
UncompetitiveInhibitorKinetics
▪
NoncompetitiveInhibitorKinetics
▪
$SystemsBiologyModelingVersion
""

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