PseudoInverseSolution_percell {ADImpute}R Documentation

Network-based parallel imputation - Moore-Penrose pseudoinversion

Description

PseudoInverseSolution_percell applies Moore-Penrose pseudo-inversion to compute the solution of network imputation for each cell

Usage

PseudoInverseSolution_percell(expr, net, drop_ind, thr = 0.01)

Arguments

expr

numeric; expression vector for cell at hand

net

matrix; network coefficients

drop_ind

logical; dropout entries in the cell at hand

thr

numeric; tolerance threshold to detect zero singular values

Value

matrix; imputation results incorporating network information


[Package ADImpute version 1.4.0 Index]