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anjalisilva / mixMPLNFA

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R Package That Can Simultaneously Perform Factor Analysis And Cluster Analysis Of Count Data Via Parsimonious Finite Mixtures of Multivariate Poisson-Log Normal Factor Analyzers. This Model Permits For Parsimonious Covariance Structures And Dimension Reduction, Thus Reducing The Number Of Free Parameters To Be Calculated.

clustering dimensionality-reduction covariance-matrix multivariate-analysis counts latent-factors mixture-models discrete-data factor-analyzer
  • Updated Sep 12, 2023
  • R

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