Bayesian Analysis of Mixture of Normal Factor Analysis Model
IRAQI JOURNAL OF STATISTICAL SCIENCES,
2013, Volume 13, Issue 25, Pages 275-297
AbstractFactor 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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