SVDmiss2 {mMARCH.AC}

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