ARI |
Adjusted Rand Index (ARI) |
bootstrap_and_CI |
Bootstrap and Confidence Interval |
classInd |
Function for k-means |
confidenceInterval |
Confidence Interval |
convertGroupPair |
Convert group pair (q,l) |
convertNodePair |
Convert node pair (i,j) |
correctTau |
Handling of values of tau |
find_ql |
Convert index into group pair |
find_ql_diff |
Convert index into group pair in tauDown_Q |
generateDynppsbm |
Data under dynppsbm |
generateDynppsbmConst |
Data under dynppsbm with piecewise constant intensities |
generated_Q3 |
Generated graph with 50 individuals and 3 clusters |
generated_Q3_n20 |
Generated graph with 20 individuals and 3 clusters |
generated_sol_hist |
Generated solution with histogram method |
generated_sol_kernel |
Generated solution with kernel method |
generatePP |
Poisson process |
generatePPConst |
Poisson process with piecewise constant intensities |
JEvalMstep |
Evaluation of criterion J |
kernelIntensities |
Direct kernel estimator intensities |
listNodePairs |
List node pairs |
mainVEM |
Adaptative VEM algorithm |
mainVEMPar |
VEM step for parallel version |
modelSelection_Q |
Selects the number of groups with ICL |
modelSelec_QPlot |
Plots for model selection |
Mstep_hist |
M step for histograms |
Mstep_kernel |
M step for kernel |
permuteZEst |
Optimal matching between 2 clusterings |
sortIntensities |
Sort intensities |
statistics |
Compute statistics |
tauDown_Q |
Construct initial tau from Q+1 |
tauInitial |
List of initial values for tau |
tauKmeansSbm |
k-means for SBM |
taurhoInitial |
Sparse setup - rho parameter |
tauUpdate |
Update tau |
tauUp_Q |
Construct initial tau from Q-1 |
VEstep |
VE step |