Single Imputation Via Chunk-Wise PCA
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Angelos I. Markos | Francesco Palumbo | Alfonso Iodice D’Enza | Angelos Markos | F. Palumbo | A. Markos | A. I. D’Enza
[1] Richard D. Braatz,et al. Principal Component Analysis of Process Datasets with Missing Values , 2017 .
[2] Roderick J. A. Little,et al. Statistical Analysis with Missing Data , 1988 .
[3] D. Rubin,et al. Statistical Analysis with Missing Data. , 1989 .
[4] A. Ferrer,et al. PCA model building with missing data: New proposals and a comparative study , 2015 .
[5] Heng Tao Shen,et al. Principal Component Analysis , 2009, Encyclopedia of Biometrics.
[6] Sébastien Loisel,et al. Comparisons among several methods for handling missing data in principal component analysis (PCA) , 2018, Advances in Data Analysis and Classification.
[7] Alessio Farcomeni,et al. Principal Component Analysis in the Presence of Missing Data , 2018 .
[8] Ralph R. Martin,et al. Adding and subtracting eigenspaces with eigenvalue decomposition and singular value decomposition , 2002, Image and Vision Computing.
[9] Julie Josse,et al. Handling missing values in exploratory multivariate data analysis methods , 2012 .
[10] John C. Gower,et al. Statistical methods of comparing different multivariate analyses of the same data , 1971 .
[11] Norman Matloff. Software Alchemy: Turning Complex Statistical Computations into Embarrassingly-Parallel Ones , 2014 .
[12] H. Kiers. Weighted least squares fitting using ordinary least squares algorithms , 1997 .
[13] Julie Josse,et al. Principal component analysis with missing values: a comparative survey of methods , 2015, Plant Ecology.
[14] Alfonso Iodice D'Enza,et al. The idm Package: Incremental Decomposition Methods in R , 2018 .
[15] Joseph L Schafer,et al. Analysis of Incomplete Multivariate Data , 1997 .
[16] Pieter M. Kroonenberg,et al. Missing data in principal component analysis of questionnaire data: a comparison of methods , 2014 .
[17] Maia B. Cook,et al. Additional Tennessee Eastman Process Simulation Data for Anomaly Detection Evaluation , 2017 .