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MGMM (version 0.3.1)

Responsibility: Responsibilities

Description

Calculates the posterior probability of cluster membership given the observed data.

Usage

Responsibility(split_data, means, covs, pi)

Arguments

split_data

Data partitioned by missingness.

means

List of mean vectors.

covs

List of covariances matrices.

pi

Vector of cluster proportions.

Value

List containing:

  • k Number of mixture components.

  • Density evaluations `dens_eval0` and responsibilities `gamma0` for complete cases.

  • Density evaluations `dens_eval1` and responsibilities `gamma1` for incomplete cases.