Matrix v1.2-15

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Sparse and Dense Matrix Classes and Methods

A rich hierarchy of matrix classes, including triangular, symmetric, and diagonal matrices, both dense and sparse and with pattern, logical and numeric entries. Numerous methods for and operations on these matrices, using 'LAPACK' and 'SuiteSparse' libraries.

Functions in Matrix

Name Description
BunchKaufman-methods Bunch-Kaufman Decomposition Methods
Cholesky-class Cholesky and Bunch-Kaufman Decompositions
LU-class LU (dense) Matrix Decompositions
Matrix-class Virtual Class "Matrix" Class of Matrices
Matrix Construct a Classed Matrix
MatrixClass The Matrix (Super-) Class of a Class
Cholesky Cholesky Decomposition of a Sparse Matrix
Diagonal Create Diagonal Matrix Object
TsparseMatrix-class Class "TsparseMatrix" of Sparse Matrices in Triplet Form
chol2inv-methods Inverse from Choleski or QR Decomposition -- Matrix Methods
colSums Form Row and Column Sums and Means
KNex Koenker-Ng Example Sparse Model Matrix and Response Vector
CsparseMatrix-class Class "CsparseMatrix" of Sparse Matrices in Column-compressed Form
USCounties USCounties Contiguity Matrix
bdiag Construct a Block Diagonal Matrix
KhatriRao Khatri-Rao Matrix Product
MatrixFactorization-class Class "MatrixFactorization" of Matrix Factorizations
all.equal-methods Matrix Package Methods for Function all.equal()
Hilbert Generate a Hilbert matrix
%&%-methods Boolean Arithmetic Matrix Products: %&% and Methods
atomicVector-class Virtual Class "atomicVector" of Atomic Vectors
RsparseMatrix-class Class "RsparseMatrix" of Sparse Matrices in Column-compressed Form
diagU2N Transform Triangular Matrices from Unit Triangular to General Triangular and Back
compMatrix-class Class "compMatrix" of Composite (Factorizable) Matrices
condest Compute Approximate CONDition number and 1-Norm of (Large) Matrices
diagonalMatrix-class Class "diagonalMatrix" of Diagonal Matrices
dtCMatrix-class Triangular, (compressed) sparse column matrices
dtRMatrix-class Triangular Sparse Compressed Row Matrices
SparseM-conversions Sparse Matrix Coercion from and to those from package SparseM
[-methods Methods for "[": Extraction or Subsetting in Package 'Matrix'
abIndex-class Class "abIndex" of Abstract Index Vectors
[<--methods Methods for "[<-" - Assigning to Subsets for 'Matrix'
dpoMatrix-class Positive Semi-definite Dense (Packed | Non-packed) Numeric Matrices
Schur-class Class "Schur" of Schur Matrix Factorizations
dsparseMatrix-class Virtual Class "dsparseMatrix" of Numeric Sparse Matrices
dsyMatrix-class Symmetric Dense (Packed | Non-packed) Numeric Matrices
Schur Schur Decomposition of a Matrix
dMatrix-class (Virtual) Class "dMatrix" of "double" Matrices
ddenseMatrix-class Virtual Class "ddenseMatrix" of Numeric Dense Matrices
band Extract bands of a matrix
drop0 Drop "Explicit Zeroes" from a Sparse Matrix
forceSymmetric Force a Matrix to 'symmetricMatrix' Without Symmetry Checks
bandSparse Construct Sparse Banded Matrix from (Sup-/Super-) Diagonals
formatSparseM Formatting Sparse Numeric Matrices Utilities
abIseq Sequence Generation of "abIndex", Abstract Index Vectors
all-methods "Matrix" Methods for Functions all() and any()
image-methods Methods for image() in Package 'Matrix'
indMatrix-class Index Matrices
is.na-methods is.na(), is.infinite() Methods for 'Matrix' Objects
is.null.DN Are the Dimnames dn NULL-like ?
cBind Versions of 'cbind' and 'rbind' recursively built on cbind2/rbind2
chol Choleski Decomposition - 'Matrix' S4 Generic and Methods
ddiMatrix-class Class "ddiMatrix" of Diagonal Numeric Matrices
denseMatrix-class Virtual Class "denseMatrix" of All Dense Matrices
dgTMatrix-class Sparse matrices in triplet form
lsparseMatrix-classes Sparse logical matrices
dgeMatrix-class Class "dgeMatrix" of Dense Numeric (S4 Class) Matrices
dtpMatrix-class Packed Triangular Dense Matrices - "dtpMatrix"
dtrMatrix-class Triangular, dense, numeric matrices
lsyMatrix-class Symmetric Dense Logical Matrices
dgCMatrix-class Compressed, sparse, column-oriented numeric matrices
dgRMatrix-class Sparse Compressed, Row-oriented Numeric Matrices
matrix-products Matrix (Cross) Products (of Transpose)
nMatrix-class Class "nMatrix" of Non-zero Pattern Matrices
generalMatrix-class Class "generalMatrix" of General Matrices
sparseMatrix-class Virtual Class "sparseMatrix" --- Mother of Sparse Matrices
sparseMatrix General Sparse Matrix Construction from Nonzero Entries
graph-sparseMatrix Conversions "graph" <--> (sparse) Matrix
symmpart Symmetric Part and Skew(symmetric) Part of a Matrix
triangularMatrix-class Virtual Class of Triangular Matrices in Package Matrix
ngeMatrix-class Class "ngeMatrix" of General Dense Nonzero-pattern Matrices
dsCMatrix-class Numeric Symmetric Sparse (column compressed) Matrices
dsRMatrix-class Symmetric Sparse Compressed Row Matrices
nnzero The Number of Non-Zero Values of a Matrix
expand Expand a Decomposition into Factors
isSymmetric-methods Methods for Function isSymmetric in Package 'Matrix'
isTriangular isTriangular() and isDiagonal() Methods
number-class Class "number" of Possibly Complex Numbers
rep2abI Replicate Vectors into 'abIndex' Result
pMatrix-class Permutation matrices
expm Matrix Exponential
sparseQR-class Sparse QR decomposition of a sparse matrix
replValue-class Virtual Class "replValue" - Simple Class for subassignment Values
solve-methods Methods in Package Matrix for Function solve()
uniqTsparse Unique (Sorted) TsparseMatrix Representations
spMatrix Sparse Matrix Constructor From Triplet
unpack Representation of Packed and Unpacked (Dense) Matrices
sparseVector-class Sparse Vector Classes
externalFormats Read and write external matrix formats
norm Matrix Norms
index-class Virtual Class "index" - Simple Class for Matrix Indices
nsparseMatrix-classes Sparse "pattern" Matrices
ldiMatrix-class Class "ldiMatrix" of Diagonal Logical Matrices
invPerm Inverse Permutation Vector
facmul Multiplication by Decomposition Factors
rankMatrix Rank of a Matrix
lgeMatrix-class Class "lgeMatrix" of General Dense Logical Matrices
kronecker-methods Methods for Function 'kronecker()' in Package 'Matrix'
rleDiff-class Class "rleDiff" of rle(diff(.)) Stored Vectors
rcond Estimate the Reciprocal Condition Number
ldenseMatrix-class Virtual Class "ldenseMatrix" of Dense Logical Matrices
rsparsematrix Random Sparse Matrix
ndenseMatrix-class Virtual Class "ndenseMatrix" of Dense Logical Matrices
nearPD Nearest Positive Definite Matrix
nsyMatrix-class Symmetric Dense Nonzero-Pattern Matrices
ntrMatrix-class Triangular Dense Logical Matrices
sparse.model.matrix Construct Sparse Design / Model Matrices
sparseLU-class Sparse LU decomposition of a square sparse matrix
ltrMatrix-class Triangular Dense Logical Matrices
Unused-classes Virtual Classes Not Yet Really Implemented and Used
lu (Generalized) Triangular Decomposition of a Matrix
updown Up- and Down-Dating a Cholesky Decomposition
printSpMatrix Format and Print Sparse Matrices Flexibly
qr-methods QR Decomposition -- S4 Methods and Generic
sparseVector Sparse Vector Construction from Nonzero Entries
symmetricMatrix-class Virtual Class of Symmetric Matrices in Package Matrix
CAex Albers' example Matrix with "Difficult" Eigen Factorization
CHMfactor-class CHOLMOD-based Cholesky Factorizations
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Vignettes of Matrix

Name
Comparisons.Rnw
Design-issues.Rnw
Intro2Matrix.Rnw
Introduction.Rnw
Matrix.bib
myVignette.sty
sparseModels.Rnw
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Details

Date 2018-09-15
Priority recommended
Contact Doug and Martin
Encoding UTF-8
LazyData no
LazyDataNote not possible, since we use data/*.R *and* our classes
BuildResaveData no
License GPL (>= 2) | file LICENCE
URL http://Matrix.R-forge.R-project.org/
BugReports https://r-forge.r-project.org/tracker/?group_id=61
NeedsCompilation yes
Packaged 2018-10-26 07:17:47 UTC; maechler
Repository CRAN
Date/Publication 2018-11-01 18:30:04 UTC

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