SVDmiss2: Modified SVDmiss function (package SpatioTemporal)

In mMARCH.AC: Processing of Accelerometry Data with 'GGIR' in mMARCH

Modified SVDmiss function (package SpatioTemporal)

Description

Modify ncomp = min(ncol(X),nrow(X),ncomp) for the matrix with nrow(X)<ncol(X)

Usage

SVDmiss2(X, niter = 200, ncomp = dim(X)[2], conv.reldiff = 0.001)

Arguments

X	X Data matrix, with missing values marked by 'NA'.
niter	niter Maximum number of iterations to run before exiting, 'Inf' will run until the 'conv.reldiff' criteria is met.
ncomp	ncomp Number of SVD components to use in the reconstruction (>0).
conv.reldiff	conv.reldiff Assume the iterative procedure has converged when the relative difference between two consecutive iterations is less than 'conv.reldiff'.

Details

See SVDmiss(package:SpatioTemporal) for details.

Value

See SpatioTemporal:: SVDmiss for details

mMARCH.AC documentation built on June 8, 2025, 1:24 p.m.