Robust probabilistic PCA with missing data and contribution analysis for outlier detection-Reference-Cited by-同舟云学术

Robust probabilistic PCA with missing data and contribution analysis for outlier detection

Published:2009-08 Issue:10 Volume:53 Page:3706-3716
ISSN:0167-9473
Container-title:Computational Statistics & Data Analysis
language:en
Short-container-title:Computational Statistics & Data Analysis

Author:

Chen Tao,Martin Elaine,Montague Gary

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference38 articles.

1. Archambeau, C., Delanney, N., Verleysen, M., 2006. Robust probabilistic projection. In: Proc. 23rd International Conference on Machine Learning, Pittsburgh, USA

2. Exploring Multivariate Data with the Forward Search;Atkinson,2004

3. Outliers in Statistical Data;Barnett,1994

4. Basabe, X.L., 2004. Towards improved fermentation consistency using multivariate analysis of process data. Master’s Thesis, University of Newcastle upon Tyne, UK

5. Robust procedures in multivariate analysis;Cambell;Applied Statistics,1980

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