lb_calculation: Calculate the lower bound

In cobiclust: Biclustering via Latent Block Model Adapted to Overdispersed Count Data

Calculate the lower bound

Description

Calculate the lower bound

Usage

lb_calculation(
  x = x,
  qu_param = qu_param,
  s_ik = s_ik,
  pi_c = pi_c,
  t_jg = t_jg,
  rho_c = rho_c,
  mu_i = mu_i,
  nu_j = nu_j,
  alpha_c = alpha_c,
  a = a,
  akg = TRUE
)

Arguments

x	a matrix of observations. Columns correspond to biological samples and rows to microorganisms.
qu_param	qu_param.
s_ik	s_ik.
pi_c	pi_c.
t_jg	t_jg.
rho_c	rho_c.
mu_i	mu_i.
nu_j	nu_j.
alpha_c	a matrix the terms of interactions.
a	a.
akg	a logical variable indicating whether to use a common dispersion parameter (akg = FALSE) or a dispersion parameter per cocluster (akg = TRUE).

Value

a list of 2 elements.

lb

value of the lower bound.

ent

value of the entropy term.

cobiclust documentation built on May 29, 2024, 6:23 a.m.