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1.

電子ブック

EB
by Simo Puntanen, George P. H. Styan, Jarkko Isotalo
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013
シリーズ名: SpringerBriefs in Statistics ;
オンライン: http://dx.doi.org/10.1007/978-3-642-32931-9
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The Model Matrix
Fitted Values and Residuals
Regression Coefficients
Alternative Estimators
Decompositions of Sums of Squares
Partial Correlations
Distributions
Testing Hypotheses
Diagnostics
BLUE: Some Helpful Identities
Estimability
Best Linear Unbiased Estimator
The Watson Efficiency
Linear Sufficiency and Admissibility
Best Linear Unbiased Predictor
Mixed Model
Multivariate Linear Model
Inverse of a Partitioned Matrix
Generalized Inverses
Projectors
Eigenvalues
Discriminant Analysis
Factor Analysis
Canonical Correlations
Matrix Decompositions
Principal Component Analysis
Löwner Ordering
Rank Rules
Inequalities
Kronecker Product
Matrix Derivatives
The Model Matrix
Fitted Values and Residuals
Regression Coefficients
2.

電子ブック

EB
by Richard William Farebrother
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013
シリーズ名: SpringerBriefs in Statistics ;
オンライン: http://dx.doi.org/10.1007/978-3-642-36300-9
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Introduction
Point Fitting Problems in One- and Two-dimensions
The Hyperplane Fitting Problem in Two or More Dimensions
Linear Programming Computations
Statistical Theory
The Least Median of Squared Residuals Procedure
Mechanical Representations
References
Index of Names.
Introduction
Point Fitting Problems in One- and Two-dimensions
The Hyperplane Fitting Problem in Two or More Dimensions
3.

電子ブック

EB
edited by Ravindra B. Bapat, Steve J. Kirkland, K. Manjunatha Prasad, Simo Puntanen
出版情報: India : Springer India : Imprint: Springer, 2013
オンライン: http://dx.doi.org/10.1007/978-81-322-1053-5
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Skew Spectrum of the Cartesian Product of an Oriented Graph with an Oriented Hypercube
Notes on Explicit Block Diagonalization
The Third Immanant of q-Laplacian Matrices of Trees and Laplacians of Regular Graphs
Matrix Product of Graphs
Determinant of the Laplacian Matrix of Weighted Directed Graphs
From Multivariate Skewed Distributions to Copulas
Revisiting the BLUE in a Linear Model via Proper Eigenvectors
Inference in Error Orthogonal Models
On the Entries of Orthogonal Projection Matrices
Moore-Penrose Inverse of Perturbed Operators on Hilbert Spaces
The Reverse Order Law in Indefinite Inner Product Spaces
Generalized Inverses and Approximation Numbers
On the Level-2 Condition Number for Moore-Penrose Inverse in Hilbert Space
Products and Sums of Idempotent Matrices over Principal Ideal Domain
Perfect Semiring of Nonnegative Matrices
Regular Matrices over an Incline
Matrix Partial Orders associated with Space Preorder
An Illustrated Introduction to Some Old Magic Squares from India
Appendix: Report on CMTGIM 2012, Manipal
Index
Skew Spectrum of the Cartesian Product of an Oriented Graph with an Oriented Hypercube
Notes on Explicit Block Diagonalization
The Third Immanant of q-Laplacian Matrices of Trees and Laplacians of Regular Graphs