simulate_ts: Run a Simulation of a Time Series

In chroetz/TdaCpdSim: Evaluate Change Point Detection via Topological Data Analysis by Simulations

Description

Run a Simulation of a Time Series

Usage

simulate_ts(samplers, estimators, required_dists, n_cores = 1)

Arguments

samplers	A tibble. Each row describes one distribution for a time series of sets of points.
estimators	A tibble. Each row describes an estimator of the change point in the time series.
required_dists	A tibble. Each row describes a distance of persistence diagrams.
n_cores	An integer. The number of cores to use. If greater 1, than R package parallel is used to parallelize repetitions of experiments.

Value

A tibble. Each row describes the results of applying one estimator to a time series created by one of the samplers.

chroetz/TdaCpdSim documentation built on Dec. 19, 2021, 4:05 p.m.