fun_clu {idopNetwork}

main function for functional clustering

Description

main function for functional clustering

Usage

fun_clu(
  data,
  k,
  Time = NULL,
  trans = log10,
  inv.cov = NULL,
  initial.pars = NULL,
  iter.max = 100,
  parscale = 0.1
)

Arguments

data

matrix or data for cluster

k

vector for the cluster number

Time

vector for the time point

trans

indicate log/log2/log10 transform dataset

inv.cov

matrix for directly solve cov matrix, default not given(currently not available)

initial.pars

vector for manual give initial parameters, default not given

iter.max

scales control iteration for EM algorithm

parscale

scales control parameters scales for cov pars

Value

the initial parameters for functional clustering