Estimating Infection Rates from Serological Data
kinetics of the antibody (ab) response (power function decay)
Load antibody decay curve parameter
Load noise parameters
Load a cross-sectional antibody survey data set
graph antibody decay curves by antigen isotype
Plot distribution of antibodies
Plot seroincidence.by
log-likelihoods
Plot the log-likelihood curve for the incidence rate estimate
Plot method for summary.seroincidence.by
objects
Check the formatting of a cross-sectional antibody survey dataset.
Convert a data.frame (or tibble) into a multidimensional array
Calculate negative log-likelihood
Estimate Seroincidence
Find the maximum likelihood estimate of the incidence rate parameter
Calculate negative log-likelihood (deviance) for one antigen:isotype p...
Calculate negative log-likelihood (deviance) for one antigen:isotype p...
Calculate negative log-likelihood (deviance)
Graph log-likelihood of data
Graph estimated antibody decay curve
extract a row from longitudinal parameter set
Calculate log-likelihood
Load antibody decay curve parameter samples
Load noise parameters
Load a cross-sectional antibody survey data set
Calculate log-likelihood
generate random sample from baseline distribution
generate random sample from baseline distribution
Graph an antibody decay curve model
Print Method for seroincidence.by
Object
Print Method for seroincidence
Object
Print Method for Seroincidence Summary Object
Objects exported from other packages
extract a row from longitudinal parameter set
Get path to an example file
Estimating Infection Rates from Serological Data
Simulate multiple data sets
Simulate a cross-sectional serosurvey with noise
collect cross-sectional data
simulate antibody kinetics of y over a time interval
Extract strata from an object
Extract the Strata
attribute from an object, if present
Split data by stratum
Extract or replace parts of a seroincidence.by
object
Summarize cross-sectional antibody survey data
Summary Method for "seroincidence.by"
Objects
Summarizing fitted seroincidence models
Warn about missing stratifying variables in a dataset
Translates antibody levels measured in cross-sectional population samples into estimates of the frequency with which seroconversions (infections) occur in the sampled populations. Replaces the previous `seroincidence` package.
Useful links