tsdist_es: Event synchronization distance test.

In ts2net: From Time Series to Networks

Event synchronization distance test.

Description

Quiroga, R. Q., Kreuz, T., & Grassberger, P. (2002). Event synchronization: a simple and fast method to measure synchronicity and time delay patterns. Physical review E, 66(4), 041904.

Usage

tsdist_es(
  ets1,
  ets2,
  tau_max = +Inf,
  method = c("quiroga", "boers"),
  sig_test = FALSE,
  reps = 100,
  sig_level = 0.01
)

Arguments

ets1	Event time series 1 (one means an event, or zero otherwise)
ets2	Event time series 2 (one means an event, or zero otherwise)
tau_max	The maximum tau allowed ()
method	"quiroga" (default) for the default co-occurrence count and normalization or "boers" for the co-occurrence count with tau_max and no normalization.
sig_test	Run a significance test. Return 0 if significant or 1 otherwise.
reps	Number of repetitions to construct the confidence interval
sig_level	The significance level to test if correlation is significant.

Details

Boers, N., Goswami, B., Rheinwalt, A., Bookhagen, B., Hoskins, B., & Kurths, J. (2019). Complex networks reveal global pattern of extreme-rainfall teleconnections. Nature, 566(7744), 373-377.

Value

distance

ts2net documentation built on June 9, 2022, 9:06 a.m.