setup_infection_histories_prior: Generate random infection history matrix

In seroanalytics/serosolver: Inference Framework for Serological Data

Generate random infection history matrix

Description

Creates a random infection history matrix by sampling from the infection history model under prior version 2

Usage

setup_infection_histories_prior(
  antibody_data,
  possible_exposure_times,
  infection_model_prior_shape1 = 1,
  infection_model_prior_shape2 = 1
)

Arguments

antibody_data	the data frame of antibody data. See example_antibody_data
possible_exposure_times	the vector of times that individuals can be infected
infection_model_prior_shape1	shape parameter 1 (alpha) of the Beta distribution
infection_model_prior_shape2	shape parameter 2 (beta) of the Beta distribution

Value

an n (number of individuals) by m (number of possible exposure times) matrix containing 1s and 0s, representing infections

seroanalytics/serosolver documentation built on Dec. 14, 2024, 5:33 a.m.