Description Usage Arguments Examples
Compute confidence bands for all pair of groups (q,l)
1 | confidenceInterval(boot.sol, alpha = 0.05)
|
boot.sol |
Bootstrap list of estimators |
alpha |
Level of confidence : 1 - α |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 | # data of a synthetic graph with 50 individuals and 3 clusters
n <- 50
Q <- 3
Time <- generated_Q3$data$Time
data <- generated_Q3$data
z <- generated_Q3$z
Dmax <- 2^3
# VEM-algo hist
sol.hist <- mainVEM(list(Nijk=statistics(data,n,Dmax,directed=FALSE),Time=Time),
n,Qmin=3,directed=FALSE,method='hist',d_part=1,n_perturb=0)[[1]]
# compute bootstrap confidence bands
boot <- bootstrap_and_CI(sol.hist,Time,R=5,alpha=0.1,nbcores=1,d_part=1,n_perturb=0,
directed=FALSE)
boot.sol <- boot$boot.sol
confidenceInterval(boot.sol)
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