band-methods: Extract bands of a matrix

In Matrix: Sparse and Dense Matrix Classes and Methods

Extract bands of a matrix

Description

Return the matrix obtained by setting to zero elements below a diagonal (triu), above a diagonal (tril), or outside of a general band (band).

Usage

band(x, k1, k2, ...)
triu(x, k = 0L, ...)
tril(x, k = 0L, ...)

Arguments

x	a matrix-like object
k, k1, k2	integers specifying the diagonals that are not set to zero, k1 <= k2. These are interpreted relative to the main diagonal, which is k = 0. Positive and negative values of k indicate diagonals above and below the main diagonal, respectively.
...	optional arguments passed to methods, currently unused by package Matrix.

Details

triu(x, k) is equivalent to band(x, k, dim(x)[2]). Similarly, tril(x, k) is equivalent to band(x, -dim(x)[1], k).

Value

An object of a suitable matrix class, inheriting from triangularMatrix where appropriate. It inherits from sparseMatrix if and only if x does.

Methods

x = "CsparseMatrix"

method for compressed, sparse, column-oriented matrices.

x = "RsparseMatrix"

method for compressed, sparse, row-oriented matrices.

x = "TsparseMatrix"

method for sparse matrices in triplet format.

x = "diagonalMatrix"

method for diagonal matrices.

x = "denseMatrix"

method for dense matrices in packed or unpacked format.

x = "matrix"

method for traditional matrices of implicit class matrix.

See Also

bandSparse for the construction of a banded sparse matrix directly from its non-zero diagonals.

Examples

## A random sparse matrix :
set.seed(7)
m <- matrix(0, 5, 5)
m[sample(length(m), size = 14)] <- rep(1:9, length=14)
(mm <- as(m, "CsparseMatrix"))

tril(mm)        # lower triangle
tril(mm, -1)    # strict lower triangle
triu(mm,  1)    # strict upper triangle
band(mm, -1, 2) # general band
(m5 <- Matrix(rnorm(25), ncol = 5))
tril(m5)        # lower triangle
tril(m5, -1)    # strict lower triangle
triu(m5, 1)     # strict upper triangle
band(m5, -1, 2) # general band
(m65 <- Matrix(rnorm(30), ncol = 5))  # not square
triu(m65)       # result not "dtrMatrix" unless square
(sm5 <- crossprod(m65)) # symmetric
   band(sm5, -1, 1)# "dsyMatrix": symmetric band preserves symmetry property
as(band(sm5, -1, 1), "sparseMatrix")# often preferable
(sm <- round(crossprod(triu(mm/2)))) # sparse symmetric ("dsC*")
band(sm, -1,1) # remains "dsC", *however*
band(sm, -2,1) # -> "dgC"

Matrix documentation built on Aug. 13, 2024, 3:01 p.m.