update_m_list: Update the m parameter for each cluster

In jewelltaylor/funclustVI: Cluster Functional Data using Variational Inference

Update the m parameter for each cluster

Description

Update the m parameter for each cluster

Usage

update_m_list(
  Y,
  m_not_vector,
  phi_matrix,
  K,
  A_vector,
  R_vector,
  probability_matrix,
  x,
  nbasis,
  sigma_list
)

Arguments

Y	The matrix containing rows corresponding the curves
m_not_vector	The vector containing m_not values for each cluster
phi_matrix	A matrix of the coffecient vectors for each cluster, phi_k, of the basis matrix B
K	The total number of clusters
A_vector	A vector
R_vector	A vector
probability_matrix	A matrix in which the rows represent the probabilities that the curve is in each of the clusters
x	The x used to generate the clusters
nbasis	The number of basis functions
sigma_list	A list of the updated sigma parameters for each cluster

Value

A list of the updated m parameters for each cluster

Examples

update_m_list(K, A_vector, R_vector, probability_matrix, x, nbasis)

jewelltaylor/funclustVI documentation built on June 1, 2022, 12:30 p.m.