Matrix v1.2-18

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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
LU-class LU (dense) Matrix Decompositions
Matrix Construct a Classed Matrix
band Extract bands of a matrix
Matrix-class Virtual Class "Matrix" Class of Matrices
bandSparse Construct Sparse Banded Matrix from (Sup-/Super-) Diagonals
abIseq Sequence Generation of "abIndex", Abstract Index Vectors
MatrixFactorization-class Class "MatrixFactorization" of Matrix Factorizations
RsparseMatrix-class Class "RsparseMatrix" of Sparse Matrices in Column-compressed Form
all-methods "Matrix" Methods for Functions all() and any()
all.equal-methods Matrix Package Methods for Function all.equal()
MatrixClass The Matrix (Super-) Class of a Class
Cholesky Cholesky Decomposition of a Sparse Matrix
KhatriRao Khatri-Rao Matrix Product
cBind Versions of 'cbind' and 'rbind' recursively built on cbind2/rbind2
chol2inv-methods Inverse from Choleski or QR Decomposition -- Matrix Methods
Schur-class Class "Schur" of Schur Matrix Factorizations
colSums Form Row and Column Sums and Means
atomicVector-class Virtual Class "atomicVector" of Atomic Vectors
chol Choleski Decomposition - 'Matrix' S4 Generic and Methods
[-methods Methods for "[": Extraction or Subsetting in Package 'Matrix'
SparseM-conversions Sparse Matrix Coercion from and to those from package SparseM
bdiag Construct a Block Diagonal Matrix
[<--methods Methods for "[<-" - Assigning to Subsets for 'Matrix'
dgeMatrix-class Class "dgeMatrix" of Dense Numeric (S4 Class) Matrices
CsparseMatrix-class Class "CsparseMatrix" of Sparse Matrices in Column-compressed Form
abIndex-class Class "abIndex" of Abstract Index Vectors
dgTMatrix-class Sparse matrices in triplet form
%&%-methods Boolean Arithmetic Matrix Products: %&% and Methods
dpoMatrix-class Positive Semi-definite Dense (Packed | Non-packed) Numeric Matrices
dMatrix-class (Virtual) Class "dMatrix" of "double" Matrices
expm Matrix Exponential
expand Expand a Decomposition into Factors
invPerm Inverse Permutation Vector
Schur Schur Decomposition of a Matrix
index-class Virtual Class "index" - Simple Class for Matrix Indices
USCounties USCounties Contiguity Matrix
TsparseMatrix-class Class "TsparseMatrix" of Sparse Matrices in Triplet Form
compMatrix-class Class "compMatrix" of Composite (Factorizable) Matrices
condest Compute Approximate CONDition number and 1-Norm of (Large) Matrices
diagU2N Transform Triangular Matrices from Unit Triangular to General Triangular and Back
diagonalMatrix-class Class "diagonalMatrix" of Diagonal Matrices
dgCMatrix-class Compressed, sparse, column-oriented numeric matrices
drop0 Drop "Explicit Zeroes" from a Sparse Matrix
ddiMatrix-class Class "ddiMatrix" of Diagonal Numeric Matrices
ddenseMatrix-class Virtual Class "ddenseMatrix" of Numeric Dense Matrices
denseMatrix-class Virtual Class "denseMatrix" of All Dense Matrices
lsyMatrix-class Symmetric Dense Logical Matrices
lsparseMatrix-classes Sparse logical matrices
nnzero The Number of Non-Zero Values of a Matrix
ngeMatrix-class Class "ngeMatrix" of General Dense Nonzero-pattern Matrices
dtCMatrix-class Triangular, (compressed) sparse column matrices
dtpMatrix-class Packed Triangular Dense Matrices - "dtpMatrix"
dgRMatrix-class Sparse Compressed, Row-oriented Numeric Matrices
dsCMatrix-class Numeric Symmetric Sparse (column compressed) Matrices
nsyMatrix-class Symmetric Dense Nonzero-Pattern Matrices
forceSymmetric Force a Matrix to 'symmetricMatrix' Without Symmetry Checks
is.na-methods is.na(), is.infinite() Methods for 'Matrix' Objects
is.null.DN Are the Dimnames dn NULL-like ?
ltrMatrix-class Triangular Dense Logical Matrices
dtRMatrix-class Triangular Sparse Compressed Row Matrices
formatSparseM Formatting Sparse Numeric Matrices Utilities
lu (Generalized) Triangular Decomposition of a Matrix
ntrMatrix-class Triangular Dense Logical Matrices
dsparseMatrix-class Virtual Class "dsparseMatrix" of Numeric Sparse Matrices
Unused-classes Virtual Classes Not Yet Really Implemented and Used
rsparsematrix Random Sparse Matrix
rleDiff-class Class "rleDiff" of rle(diff(.)) Stored Vectors
dsRMatrix-class Symmetric Sparse Compressed Row Matrices
pMatrix-class Permutation matrices
number-class Class "number" of Possibly Complex Numbers
generalMatrix-class Class "generalMatrix" of General Matrices
ldiMatrix-class Class "ldiMatrix" of Diagonal Logical Matrices
graph-sparseMatrix Conversions "graph" <--> (sparse) Matrix
dsyMatrix-class Symmetric Dense (Packed | Non-packed) Numeric Matrices
dtrMatrix-class Triangular, dense, numeric matrices
sparse.model.matrix Construct Sparse Design / Model Matrices
updown Up- and Down-Dating a Cholesky Decomposition
facmul Multiplication by Decomposition Factors
sparseVector Sparse Vector Construction from Nonzero Entries
isTriangular isTriangular() and isDiagonal() Methods
sparseLU-class Sparse LU decomposition of a square sparse matrix
ndenseMatrix-class Virtual Class "ndenseMatrix" of Dense Logical Matrices
externalFormats Read and write external matrix formats
symmetricMatrix-class Virtual Class of Symmetric Matrices in Package Matrix
isSymmetric-methods Methods for Function isSymmetric in Package 'Matrix'
lgeMatrix-class Class "lgeMatrix" of General Dense Logical Matrices
image-methods Methods for image() in Package 'Matrix'
matrix-products Matrix (Cross) Products (of Transpose)
nMatrix-class Class "nMatrix" of Non-zero Pattern Matrices
rankMatrix Rank of a Matrix
rcond Estimate the Reciprocal Condition Number
printSpMatrix Format and Print Sparse Matrices Flexibly
sparseQR-class Sparse QR decomposition of a sparse matrix
nearPD Nearest Positive Definite Matrix
qr-methods QR Decomposition -- S4 Methods and Generic
indMatrix-class Index Matrices
sparseMatrix-class Virtual Class "sparseMatrix" --- Mother of Sparse Matrices
kronecker-methods Methods for Function 'kronecker()' in Package 'Matrix'
ldenseMatrix-class Virtual Class "ldenseMatrix" of Dense Logical Matrices
sparseMatrix General Sparse Matrix Construction from Nonzero Entries
nsparseMatrix-classes Sparse "pattern" Matrices
norm Matrix Norms
rep2abI Replicate Vectors into 'abIndex' Result
symmpart Symmetric Part and Skew(symmetric) Part of a Matrix
triangularMatrix-class Virtual Class of Triangular Matrices in Package Matrix
sparseVector-class Sparse Vector Classes
uniqTsparse Unique (Sorted) TsparseMatrix Representations
replValue-class Virtual Class "replValue" - Simple Class for subassignment Values
unpack Representation of Packed and Unpacked (Dense) Matrices
spMatrix Sparse Matrix Constructor From Triplet
solve-methods Methods in Package Matrix for Function solve()
Diagonal Create Diagonal Matrix Object
Cholesky-class Cholesky and Bunch-Kaufman Decompositions
CAex Albers' example Matrix with "Difficult" Eigen Factorization
BunchKaufman-methods Bunch-Kaufman Decomposition Methods
Hilbert Generate a Hilbert matrix
CHMfactor-class CHOLMOD-based Cholesky Factorizations
KNex Koenker-Ng Example Sparse Model Matrix and Response Vector
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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 2019-11-25
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 2019-11-26 17:17:19 UTC; maechler
Repository CRAN
Date/Publication 2019-11-27 15:20:02 UTC

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