gibbs_after_mcem_diff_initials function

Generating different initials for multiple chains.

gibbs_after_mcem_diff_initials(
  ind_x = TRUE,
  tot_chain = 5,
  mcem_parameter_setup_result,
  mcem_algorithm_result
)

Arguments

• ind_x: A logical value. ind_x = TRUE uses the model including the intercept term for subject-gene mean in after-MCEM-Gibbs sampler; otherwise uses the model without the intercept term.
• tot_chain: A numeric scalar. Number of parallel chains.
• mcem_parameter_setup_result: A list of objects returned from the function 'mcem_parameter_setup'.
• mcem_algorithm_result: A list of objects returned from the function 'mcem_algorithm'.

Returns

Different initials for multiple chains.

Examples

# See examples in vignette
vignette("bsfadgp_regular_data_example", package = "DGP4LCF")
vignette("bsfadgp_irregular_data_example", package = "DGP4LCF")