Infectious Disease Model Library and Utilities


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Documentation for package ‘idmodelr’ version 0.4.0

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add_pointer_struct Adds Pointer Structure to R objects
aggregate_model A Function to Apply Multiple Aggregations to Model Output
aggregate_model_internal An Internal Function to Aggregate Model Output Using other Idmodelr functions.
combine_strat_model_output Reduces the Dimensionality of a Stratified Model
combine_to_age_model Combine an Infectious Disease Model To a Demographic Model
estimate_norm_dist_from_ci A Function to Estimate a Normal Distribution from Credible or Confidence Intervals
gather_strat_multi_variable A Function to Gather Multiple Stratified Variables into a Tidy Format
gather_strat_variable A Function to Gather a Stratified Variable into a Tidy Format
generate_parameter_permutations A Function to Generate Parameter Permutations
model_details Model Details
model_df_to_vector Extracts a Single Column, Summarises if from Simulation
parameter_details Parameter Details
plot_model Plot Compartment Populations over Time for a Model Simulation
required_parameters Lookup the Details of Parameters Required by a Model
scenario_analysis A Function to Perform Scenario Analysis for a Generic Model Object.
SEIRS_demographics_ode Susceptible-Exposed-Infected-Recovered-Susceptible Model with Simple Demographics
SEIRS_ode Susceptible-Exposed-Infected-Recovered-Susceptible Model
SEIR_demographics_ode Susceptible-Exposed-Infected-Recovered Model with Simple Demographics
SEIR_ode Susceptible-Exposed-Infected-Recovered Model
SEIS_demographics_ode Susceptible-Exposed-Infected-Susceptible Model with Simple Demographics
SEIS_ode Susceptible-Exposed-Infected-Susceptible Model
SEI_demographics_ode Susceptible-Exposed-Infected Model with Simple Demographics
SEI_ode Susceptible-Exposed-Infected Model
SHLIR_demographics_ode Susceptible-High-risk-latent-Low-risk-latent-Infected-Recovered Model with Simple Demographics
SHLIR_ode Susceptible-High-risk-latent-Low-risk-latent-Infected-Recovered Model
SHLITR_demographics_ode Susceptible-High-risk-latent-Low-risk-latent-Infected-Treated-Recovered Model with Simple Demographics
SHLITR_ode Susceptible-High-risk-latent-Low-risk-latent-Infected-Treated-Recovered Model
SHLITR_risk_demographics_ode Susceptible-High-risk-latent-Low-risk-latent-Infected-Treated-Recovered Model with Demographics, Stratified by Risk
SHLITR_risk_ode Susceptible-High-risk-latent-Low-risk-latent-Infected-Treated-Recovered Model, Stratified by Risk
simulate_model A Function to Simulate a Model from a Generic Simulation Function, with Pre and Post Processing
SIRS_demographics_ode Susceptible-Infected-Recovered-Susceptible Model with Simple Demographics
SIRS_ode Susceptible-Infected-Recovered-Susceptible Model
SIRS_vaccination_demographics_ode Susceptible-Infected-Recovered-Susceptible Model with Simple Demographics and Vaccination
SIRS_vaccination_ode Susceptible-Infected-Recovered-Susceptible Model with Vaccination
SIR_demographics_ode Susceptible-Infected-Recovered Model with Simple Demographics
SIR_ode Susceptible-Infected-Recovered Model
SIR_vaccination_demographics_ode Susceptible-Infected-Recovered Model with Simple Demographics and Vaccination
SIR_vaccination_ode Susceptible-Infected-Recovered Model with Vaccination
SIS_demographics_ode Susceptible-Infected-Susceptible Model with Simple Demographics
SIS_ode Susceptible-Infected-Susceptible Model
SI_demographics_ode Susceptible-Infected Model with Simple Demographics
SI_ode Susceptible-Infected Model
solve_ode A Simple Wrapper for lsoda
summarise_model Summarise a Model Simulation
summarise_strat_var Sum a Stratified Variable
summarise_var_by_strat Sum a Stratified Variable by Stratification Level