bifun_clu {idopNetwork}

main function for bifunctional clustering

Description

main function for bifunctional clustering

Usage

bifun_clu(
  data1,
  data2,
  k,
  Time1 = NULL,
  Time2 = NULL,
  trans = log10,
  inv.cov = NULL,
  initial.pars = NULL,
  iter.max = 100,
  parscale = 0.001
)

Arguments

data1

matrix or data for cluster

data2

matrix or data for cluster

k

vector for the cluster number

Time1

vector for the time point

Time2

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