2nd special issue on matrix computations and statistics

DOI10.1016/j.csda.2004.08.003zbMath1429.00024OpenAlexW2917916952MaRDI QIDQ959129

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Publication date: 11 December 2008

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2004.08.003

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Proceedings, conferences, collections, etc. pertaining to statistics (62-06) Collections of articles of miscellaneous specific interest (00B15) Numerical linear algebra (65Fxx)

Cites Work

• Computational aspects of maximum likelihood estimation of autoregressive fractionally integrated moving average models
• A comparative study of algorithms for solving seemingly unrelated regressions models
• Recursive estimation in econometrics
• A sparse matrix approach to Bayesian computation in large linear models
• Bounded optimal knots for regression splines
• Partial least-squares vs. Lanczos bidiagonalization. I: Analysis of a projection method for multiple regression
• Approximation of some moments in eigenvalue problem including some random variables and its application
• Principal component analysis of binary data by iterated singular value decomposition
• The \(\ell_1\) solution of linear inequalities
• An application of the modified Leverrier-Faddeev algorithm to the spectral decomposition of symmetric block-circulant matrices
• A synthesis of canonical variate analysis, generalised canonical correlation and Procrustes analysis
• Sensitivity analysis of the strain criterion for multidimensional scaling
• Two-way Poisson mixture models for simultaneous document classification and word clustering
• The element-wise weighted total least-squares problem
• Kruskal's condition for uniqueness in Candecomp/Parafac when ranks and \(k\)-ranks coincide
• A general construction method for mixed-level supersaturated design
• Consistent fundamental matrix estimation in a quadratic measurement error model arising in motion analysis
• Web document clustering using hyperlink structures
• Nonparametric variogram and covariogram estimation with Fourier-Bessel matrices
• Class visualization of high-dimensional data with applications.
• Dimension reduction techniques and the classification of bent double galaxies
• Numerical linear algebra in the integrity theory of the global positioning system
• Better initial configurations for metric multidimensional scaling
• Setting up alternating least squares and iterative majorization algorithms for solving various matrix optimization problems
• On good matrices, skew Hadamard matrices and optimal designs
• Numerically stable cointegration analysis
• A modified Gram--Schmidt-based downdating technique for ULV decompositions with applications to recursive TLS problems
• Seemingly unrelated regression model with unequal size observations: Computational aspects
• A new algorithm for latent root regression analysis

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