Methods for estimating uncertainty in factor analytic solutions

Paatero, Pentti; I. Eberly, Shelly; Brown, Steve; Norris, Gary

doi:10.5194/amt-7-781-2014

Public

Methods for estimating uncertainty in factor analytic solutions

Published in Atmospheric measurement techniques • Mar 27, 2014

Authors:

Pentti Paatero

Shelly I. Eberly

Steve Brown

Abstract

Abstract. The EPA PMF (Environmental Protection Agency positive matrix factorization) version 5.0 and the underlying multilinear engine-executable ME-2 contain three methods for estimating uncertainty in factor analytic models: classical bootstrap (BS), displacement of factor elements (DISP), and bo...

Subject

Multilinear map

Ambiguity

Complement (music)

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