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Bayesian Analysis of Mixture of Normal Factor Analysis Model | ||
| IRAQI JOURNAL OF STATISTICAL SCIENCES | ||
| Article 32, Volume 13, Issue 3, 2013, Pages 275-297 PDF (0 K) | ||
| DOI: 10.33899/iqjoss.2013.081239 | ||
| Abstract | ||
| Factor analysis model belongs to a family of linear models and because the multivariate data sets do not vacate outliers . For this reason , this paper is concerned with Bayesian analysis of mixed normal factor analysis model . The mixture normal distribution treats the observations of a sample as they are taken from two different populations and none from single population . The model is analyzed when the common factor is (stochastic and non-stochastic) variable . We suppose that all the parameters of the model are unknown , some of them have prior distributions belong to the conjugate family. | ||
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