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Abstract: In the Bayesian approach to factor analysis, available prior knowledge regarding the model parameters is quantified in the form of prior distributions and incorporated into the inferences. The incorporation of prior knowledge has the added consequence of eliminating the ambiguity of rotation found in the traditional factor analysis model. Previous Bayesian factor analysis work (Press & Shigemasu 1989, & Press 1998, Rowe 2000a, and Rowe 2000b), has considered mainly natural conjugate prior... (Update)
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BibTeX entry: (Update)
D. B. Rowe. A Bayesian factor analysis model with generalized prior information. Social Science Working Paper 1099, Division of Humani- ties and Social Sciences, Caltech, Pasadena, CA 91125, August 2000c. http://citeseer.ist.psu.edu/article/rowe01bayesian.html More
@misc{ rowe-bayesian,
author = "Daniel B. Rowe",
title = "A {B}ayesian Factor Analysis Model
With Generalized Prior Information",
type = "Social Science Working Paper",
institution = "Division of Humanities and Social Sciences, Caltech",
address= "Pasadena, California, USA",
number = "1099",
month = "August",
year = "2000",
url = "citeseer.ist.psu.edu/article/rowe01bayesian.html" }
Citations (may not include all citations):424 Sampling based approaches to calculating marginal densities (context) - Gelfand, Smith - 1990
266 Gibbs distributions and the Bayesian restoration of images (context) - Geman, Geman - 1984
59 Bayes estimates for the linear model (context) - Lindley, Smith - 1972
31 Bayesian Statistics: Principles (context) - Press - 1989
29 Applied Multivariate Analysis: Using Bayesian and Frequentis.. (context) - Press - 1982
20 Bayesian inference in factor analysis (context) - Press, Shigemasu - 1989
12 Gibbs sampling and hill climbing in Bayesian factor analysis - Rowe, Press - 1998
8 Correlated Bayesian Factor Analysis - Rowe - 1998
8 Kendalls' Advanced Theory of Statistics (context) - O'Hagen - 1994
5 Bayesian Factor Analysis (context) - Shera - 2000
5 Charles Griffin & Company LTD (context) - Kendall - 1980
5 Bayesian inference in factor analysisRevised (context) - Press, Shigemasu - 1997
4 The Press-Shigemasu Bayesian Factor Analysis Model With Esti.. (context) - Hayashi - 1997
3 On estimating the mean in Bayesian factor analysis - Rowe
2 Incorporating prior knowledge regarding the mean in Bayesian.. - Rowe
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