argo (version 3.0.2)

argo2: ARGO second step

Description

Wrapper for ARGO second step. Best linear predictor / Bayesian posterior

Usage

argo2(truth, argo1.p, argo.nat.p)

Arguments

truth

prediction target

argo1.p

argo first step prediction

argo.nat.p

argo national level prediction

References

Shaoyang Ning, Shihao Yang, S. C. Kou. Accurate Regional Influenza Epidemics Tracking Using Internet Search Data. Scientific Reports

Examples

truth <- xts::xts(exp(matrix(rnorm(180*10), ncol=10)), order.by = Sys.Date() - (180:1))
argo1.p <- xts::xts(exp(matrix(rnorm(180*10), ncol=10)), order.by = Sys.Date() - (180:1))
argo.nat.p <- xts::xts(exp(matrix(rnorm(180*10), ncol=10)), order.by = Sys.Date() - (180:1))
argo2result <- argo2(truth, argo1.p, argo.nat.p)