tandem: Initializes an instance of the tandem model required by the...

In simuclustfactor: Simultaneous Clustering and Factorial Decomposition of Three-Way Datasets

Initializes an instance of the tandem model required by the tandem methods.

Description

Initializes an instance of the tandem model required by the tandem methods.

Usage

tandem(
  seed = NULL,
  verbose = TRUE,
  init = "svd",
  n_max_iter = 10,
  n_loops = 10,
  tol = 1e-05,
  U_i_g = NULL,
  B_j_q = NULL,
  C_k_r = NULL
)

Arguments

seed	Seed for random sequence generation.
verbose	Flag to display iteration outputs for each loop.
init	Parameter initialization method, 'svd' or 'random'.
n_max_iter	Maximum number of iteration to optimize the objective function.
n_loops	Maximum number of loops/runs for global results.
tol	Allowable tolerance to check convergence.
U_i_g	Initial membership function matrix for the objects.
B_j_q	Initial component scores matrix for the variables.
C_k_r	Initial component sores matrix for the occasions.

Value

An object of class "tandem".

References

\insertRef

tandemModelssimuclustfactor \insertReftucker1966simuclustfactor

See Also

fit.twcfta fit.twfcta simultaneous

simuclustfactor documentation built on Oct. 18, 2022, 9:07 a.m.