svd: Singular Value Decomposition (generic)

In BigDataStatMeth: Title: Scalable Statistical Computing with HDF5-Backed Matrices

Singular Value Decomposition (generic)

Description

S3 generic for svd(). Dispatches to svd.HDF5Matrix for HDF5Matrix objects, and to base::svd() for all others.

Usage

svd(x, nu = min(dim(x)), nv = min(dim(x)), ...)

Arguments

x	A matrix or HDF5Matrix object.
nu	Number of left singular vectors to compute.
nv	Number of right singular vectors to compute.
...	Additional arguments passed to the method.

Value

Named list with components d, u, v.

BigDataStatMeth documentation built on May 15, 2026, 1:07 a.m.