ppsbm: statistics – R documentation

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statistics

Compute statistics

Description

Convert the initial data into the statistics matrix N_{ijk}, by counting the number of events for the nodes during the subintervals of a particular partition of the time interval.

Usage

statistics(data, n, K, directed = TRUE)

Arguments

`data`	List with $type.seq, $time.seq
`n`	Total number of nodes : i,j\in {1, …, n}
`K`	Size of the regular partition, i.e. number of subintervals
`directed`	Boolean for directed (TRUE) or undirected (FALSE) case

Value

N(i,j)k = number of events for the node (i,j) during the k-th subinterval

Examples

# Convert the generated data into the statistics matrix N_ijk with 8 columns

n <- 50
Dmax <- 2^3

obs <- statistics(generated_Q3$data,n,Dmax,directed=FALSE)

ppsbm

Clustering in Longitudinal Networks

v0.2.2

GPL (>= 2)

Authors

D. Giorgi, C. Matias, T. Rebafka, F. Villers

Initial release