Compute temporal stability of network

Calculates how stable the network topology is over time.

Usage

temporalStability(dyn_conn, metric = c("correlation", "distance"))

Arguments

dyn_conn

Result from slidingWindowConnectivity().

metric

Stability metric: "correlation" or "distance".

Value

A list with stability metrics.

Examples

set.seed(123)
pe <- PhysioExperiment(
  assays = list(raw = matrix(rnorm(1000 * 4), nrow = 1000, ncol = 4)),
  samplingRate = 100
)
dyn_conn <- slidingWindowConnectivity(pe, window_size = 200, step = 50)
stability <- temporalStability(dyn_conn)