generate.data.FV17 {SparseFunClust}

Data generation: no-misalignment case

Description

this function generates a set of simulated functional data in 2 clusters that reproduce the examples in Simulations 2A and 2B in Floriello & Vitelli (2017).

Usage

generate.data.FV17(n, x, paramC = 0.5, plots = FALSE)

Arguments

n

number of curves

x

curves' domain

paramC

proportion of cluster overlap (default 0.5, as in Simulation 2A)

plots

boolean; should plots be drawn (FALSE default)

Value

a list including:

• $data matrix (n x length(x)) with the simulated data

• $true.partition vector (length = n) with the true cluster assignments

Examples

generate.data.FV17(5, seq(0, 1, len = 3))