Confidence Interval
Compute confidence bands for all pair of groups (q,l)
confidenceInterval(boot.sol, alpha = 0.05)
boot.sol |
Bootstrap list of estimators |
alpha |
Level of confidence : 1 - α |
# 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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