Man pages for adamkucharski/serosolver
Inference Framework for Serological Data

add_measurement_shiftsAdd measurement shifts to predictions
add_noiseAdd noise
antibody_modelOverall model function, fast implementation
calc_phi_probsCalculate FOI log probability
calc_phi_probs_indivCalculate FOI log probability vector
calc_phi_probs_splineCalculate FOI from spline - INACTIVE
calculate_infection_history_statisticsGet posterior information infection histories
check_attack_ratesChecks the attack_rates supplied in simulate_data
check_dataChecks the entries of data used in serosolver
check_inf_histCheck infection history matrix
check_par_tabCheck par_tab for simulate_data
check_proposalsChecks if the multivariate proposal is being used with the...
create_age_maskCreate age mask
create_cross_reactivity_vectorConvert melted antigenic map to cross reactivity
create_posterior_funcPosterior function pointer
create_prob_shiftsMeasurement shift creation
create_sample_maskCreate sample mask
create_start_level_dataGenerate starting antibody levels
cs1_chains_realMCMC chains case study 1, real
cs1_chains_real_bMCMC chains case study 1, real, for sim
cs1_chains_simMCMC chains case study 1, sim
cs2_chains_realMCMC chains case study 2, real
cs2_chains_real_bMCMC chains case study 2, real, for sim
cs2_chains_simMCMC chains case study 2, sim
dbBeta prior on an infection
dbb_priorBeta binomial prior used here (no choose constant)
density_beta_binomBeta binomial density
describe_priorsDescribe infection history priors
estimate_modeEstimate vector mode
example_antibody_dataExample antibody data
example_antigenic_mapExample antigenic map
example_inf_chainExample MCMC chain for infection histories
example_inf_histExample infection history matrix
example_par_tabExample parameter table
example_theta_chainExample MCMC chain for kinetics parameters
expand_summary_inf_chainExpands default MCMC saved inf_chain
Fast-observation-error-function-continuousFast observation error function continuous Calculate the...
find_beta_prior_modeFind Beta distribution parameters with mode
find_beta_prior_with_meanFind beta parameters with maximum variance
find_beta_prior_with_mean_varFind beta parameters for mean and variance
fit_beta_priorFit beta distribution to MCMC output
fit_normal_priorFit normal distribution to MCMC output
fromUnitScaleConvert from unit scale to original scale
generate_antigenic_map_flexibleGenerate antigenic map, flexible
generate_ar_annualGenerates attack rates from an SIR model with fixed...
generate_phisGenerate FOI phis - INACTIVE
generate_quantilesFormatted quantiles
generate_start_tabGenerate starting parameter table
gen_spline_yGenerates a spline for 'generate_phis' - INACTIVE
get_antibody_level_predictionsGenerate antibody level credible intervals
get_best_parsBest pars
get_DOBsGet DOBs
get_index_parsIndex pars
get_n_aliveGet number alive
get_n_alive_groupGet number alive by location
get_total_number_infectionsGet total number of infections
identify_run_lengthsIdentify runs of infections from posterior
infection_history_priorBeta binomial infection history prior
infection_history_symmetricBrute force infection history proposal
inf_hist_prop_prior_v2_and_v4Infection history gibbs proposal
inf_hist_prop_prior_v3Infection history proposal function
inf_hist_swapSwap infection history years
inf_hist_swap_phiSwap infection history years with phi term
inf_mat_priorInfection history prior R
inf_mat_prior_cppMarginal prior probability (p(Z)) of a particular infection...
inf_mat_prior_cpp_vectorMarginal prior probability (p(Z)) of a particular infection...
inf_mat_prior_group_cppMarginal prior probability (p(Z)) of infection history matrix...
inf_mat_prior_group_cpp_vectorMarginal prior probability (p(Z)) of a particular infection...
inf_mat_prior_total_group_cppMarginal prior probability (p(Z)) of a particular infection...
likelihood_func_fastFast observation error function Calculate the probability of...
load_antibody_dataRead in antibody_data
load_antigenic_map_fileRead in antigenic_map
load_infection_chainsLoad MCMC chains for infection histories
load_mcmc_chainsCombine theta and infection history chains
load_start_tabRead in start_tab
load_theta_chainsLoad MCMC chains for theta
melt_antigenic_coordsCreate useable antigenic map
mvr_proposalMultivariate proposal function
pad_inf_chainPad infection history chain
pad_infection_model_prior_parametersPad par_tab with Beta distribution shape parameters
plot_antibody_dataPlot raw data
plot_antibody_dependent_boostingAntibody dependent boosting relationship
plot_antibody_modelPlot the antibody model
plot_attack_ratesPlot historical attack rates
plot_attack_rates_pointrangePlot historical attack rates with pointrange plots
plot_cumulative_infection_historiesPlot cumulative and per time posterior infection probability...
plot_individual_number_infectionsPlot point range number infections per individual
plot_infection_history_chains_indivPlot MCMC trace for infections per individual
plot_infection_history_chains_timePlot MCMC trace for infections per year
plot_model_fitsPlots infection histories and antibody model
plot_posteriors_infhistPlot inferred posteriors infection histories
plot_samples_distancesPlot time between serum samples
plot_total_number_infectionsTotal number of infections
prob_shiftsPrior on measurement shifts
protectProtect function
protect_posteriorProtect function (posterior function)
r_likelihoodLikelihood function given discrete data (normal)
r_likelihood_continuousLikelihood function given continuous data (normal)
rm_scaleRobins and Monro scaler, thanks to Michael White
save_infection_history_to_diskWrite given infection history to disk
scaletuningScale step sizes
serosolverAdaptive Metropolis-within-Gibbs/Metropolis Hastings Random...
setup_antibody_data_for_posterior_funcSetup antibody data indices
setup_infection_historiesPropose initial infection histories
setup_infection_histories_antibody_levelPropose initial infection histories based on antibody levels
setup_infection_histories_priorGenerate random infection history matrix
simulate_antibody_modelSimulate the antibody model
simulate_attack_ratesSimulate attack rates
simulate_dataSimulate full data set
simulate_groupSimulate group data
simulate_individualSimulate individual data
simulate_individual_fasterSimulate individual data quickly
simulate_infection_historiesSimulate infection histories
subset_nullable_vectorTakes a subset of a Nullable NumericVector, but only if it...
sum_bucketsSums a vector based on bucket sizes
sum_infections_by_groupCount infections by group and time
sum_likelihoodsSum likelihoods into buckets
summarize_run_lengthsSummarize runs of infections from posterior
to.pdfPDF - Rich's function to print to device without potential...
to.pngPNG - Rich's function to print to device without potential...
to.svgSVG - Rich's function to print to device without potential...
toUnitScaleConvert to unit scale
univ_proposalMCMC proposal function
unregister_doparUnregister parallel backgrounds forcefully
adamkucharski/serosolver documentation built on April 13, 2024, 10:24 a.m.