Probabilistic Verbal Autopsy Coding with 'InSilicoVA' Algorithm


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Documentation for package ‘InSilicoVA’ version 1.4.0

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causetext Translation list of COD codes
condprob Conditional probability table used by InterVA-4
condprobnum Conditional probability values used by InterVA-4
csmf.diag Convergence test for fitted InSilico model
extract.prob Obtain conditional probabilities from training data
get.indiv Get individual COD probabilities from InSilicoVA Model Fits
indivplot plot aggregated COD distribution
insilico Implement InSilicoVA methods
insilico.fit Implement InSilicoVA methods with more flexible customization
insilico.train Modified InSilicoVA methods with training data
mapICD Map ICD-10 codes into the WHO 2016 cause list
physician_debias Implement physician debias algorithm
plot.insilico plot CSMF from a "insilico" object
print.insilico Print method for summarizing InSilicoVA Model Fits
print.insilico_summary Print method for summarizing InSilicoVA Model Fits
probbase Conditional probability of InterVA4
probbase3 Conditional probability of InterVA4.03
RandomPhysician 100 records of Sample Input together with two simulated physician codes
RandomVA1 1000 records of Sample Input
RandomVA2 100 records of Sample Input
SampleCategory Correspondence between InterVA causes and the physician coded cause categories
SamplePhysician 100 records of Sample debiased physician codes
stackplot plot grouped CSMF from a "insilico" object
summary.insilico Summarizing InSilicoVA Model Fits
updateIndiv Update individual COD probabilities from InSilicoVA Model Fits