ML Anthology

Mixtures of Factor Analyzers

Geoffrey J. McLachlan, David Peel
ICML 2000 pp. 599-606
/icml/2000/mclachlan2000icml-mixtures/

Abstract

This chapter contains sections titled: Introduction Principal Component Analysis Single-Factor Analysis Model EM Algorithm for a Single-Factor Analyzer Data Visualization in Latent Space Mixtures of Factor Analyzers AECM Algorithm for Fitting Mixtures of Factor Analyzers Link of Factor Analysis with Probabilistic PCA Mixtures of Probabilistic PCAs Initialization of AECM Algorithm Example 8.1: Simulated Data Example 8.2: Wine Data

Semantic Scholar

Cite

Text

McLachlan and Peel. "Mixtures of Factor Analyzers." International Conference on Machine Learning, 2000.

Markdown

[McLachlan and Peel. "Mixtures of Factor Analyzers." International Conference on Machine Learning, 2000.](https://mlanthology.org/icml/2000/mclachlan2000icml-mixtures/)

BibTeX

@inproceedings{mclachlan2000icml-mixtures,
  title     = {{Mixtures of Factor Analyzers}},
  author    = {McLachlan, Geoffrey J. and Peel, David},
  booktitle = {International Conference on Machine Learning},
  year      = {2000},
  pages     = {599-606},
  url       = {https://mlanthology.org/icml/2000/mclachlan2000icml-mixtures/}
}