Three-Way Component Analysis Using the R Package ThreeWay
暂无分享,去创建一个
Paolo Giordani | Henk A. L. Kiers | Maria Antonietta Del Ferraro | P. Giordani | H. Kiers | Maria Antonietta Del Ferraro
[1] Vin de Silva,et al. Tensor rank and the ill-posedness of the best low-rank approximation problem , 2006, math/0607647.
[2] H. Kiers,et al. Selecting among three-mode principal component models of different types and complexities: a numerical convex hull based method. , 2006, The British journal of mathematical and statistical psychology.
[3] David E. Booth,et al. Multi-Way Analysis: Applications in the Chemical Sciences , 2005, Technometrics.
[4] A. Agresti,et al. Multiway Data Analysis , 1989 .
[5] Pieter M. Kroonenberg,et al. Three-mode principal component analysis : theory and applications , 1983 .
[6] A. Stegeman. Degeneracy in Candecomp/Parafac explained for p × p × 2 arrays of rank p + 1 or higher , 2006 .
[7] R Core Team,et al. R: A language and environment for statistical computing. , 2014 .
[8] Paolo Giordani,et al. Constrained Candecomp/Parafac via the Lasso , 2013, Psychometrika.
[9] P. Kroonenberg. Applied Multiway Data Analysis , 2008 .
[10] H. Kiers. Towards a standardized notation and terminology in multiway analysis , 2000 .
[11] Moonja P. Kim,et al. The Method of Sorting as a Data-Gathering Procedure in Multivariate Research. , 1975, Multivariate behavioral research.
[12] L. Tucker,et al. Some mathematical notes on three-mode factor analysis , 1966, Psychometrika.
[13] Henk A L Kiers,et al. A fast method for choosing the numbers of components in Tucker3 analysis. , 2003, The British journal of mathematical and statistical psychology.
[14] E. Baxter,et al. A ‘two-stage’ farrowing and lactation system: sow behaviour and injuries , 2015 .
[15] J. Berge,et al. Computational solutions for the problem of negative saliences and nonsymmetry in INDSCAL , 1993 .
[16] R. Bro,et al. Centering and scaling in component analysis , 2003 .
[17] A. Stegeman. Degeneracy in Candecomp/Parafac and Indscal Explained For Several Three-Sliced Arrays With A Two-Valued Typical Rank , 2007, Psychometrika.
[18] H. Kiers,et al. Bootstrap confidence intervals for three‐way methods , 2004 .
[19] Didier G. Leibovici,et al. Spatio-Temporal Multiway Data Decomposition Using Principal Tensor Analysis on k-Modes: The R Package PTAk , 2010 .
[20] Phipps Arabie,et al. Three-way scaling and clustering. , 1987 .
[21] J. Kruskal,et al. A two-stage procedure incorporating good features of both trilinear and quadrilinear models , 1989 .
[22] H. Kiers. Joint Orthomax Rotation of the Core and Component Matrices Resulting from Three-mode Principal Components Analysis , 1998 .
[23] H. Kiers,et al. Three-mode principal components analysis: choosing the numbers of components and sensitivity to local optima. , 2000, The British journal of mathematical and statistical psychology.
[24] Rasmus Bro,et al. MULTI-WAY ANALYSIS IN THE FOOD INDUSTRY Models, Algorithms & Applications , 1998 .
[25] J. Kruskal. Three-way arrays: rank and uniqueness of trilinear decompositions, with application to arithmetic complexity and statistics , 1977 .
[26] Richard A. Harshman,et al. Foundations of the PARAFAC procedure: Models and conditions for an "explanatory" multi-model factor analysis , 1970 .
[27] L. Tucker. A METHOD FOR SYNTHESIS OF FACTOR ANALYSIS STUDIES , 1951 .
[28] R. Bro,et al. A new efficient method for determining the number of components in PARAFAC models , 2003 .
[29] Alfred O. Hero,et al. Multimodal factor analysis , 2015, 2015 IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP).
[30] R. A. Harshman,et al. Data preprocessing and the extended PARAFAC model , 1984 .
[31] J. Chang,et al. Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition , 1970 .
[32] Marieke E. Timmerman,et al. Component analysis of multisubject multivariate longitudinal data , 2001 .