optimiser: Iterative Call for optim

In itamarfaran/corrpops: Analysis of populations of correlation matrices

Description

Iterative Call for optim

Usage

optimiser(
  control_datamatrix,
  diagnosed_datamatrix,
  alpha0,
  theta0,
  weight_matrix,
  dim_alpha,
  LinkFunc,
  model_reg_config,
  matrix_reg_config,
  iter_config,
  optim_config,
  early_stop,
  verbose
)

Arguments

control_datamatrix	data matrix of control subjects
diagnosed_datamatrix	data matrix of diagnosed subjects
alpha0	starting point for alpha
theta0	starting point for theta
weight_matrix	the weighting matrix to be used in the mahalonobis sum of squares
dim_alpha	dimension of alpha
LinkFunc	LinkFuncSkeleton
model_reg_config	see configurations
matrix_reg_config	see configurations
iter_config	see configurations
optim_config	see configurations
early_stop	if true, stop the optimization of the joint loss function (of theta and alpha) didn't decrease in the last iteration.
verbose	if true, print status to console

Value

see estimate_model

See Also

estimate_model

itamarfaran/corrpops documentation built on Dec. 20, 2021, 8:02 p.m.