RE: simulated negative concentration
From:"Kowalski, Ken"
Subject: RE: [NMusers] simulated negative concentration
Date:Fri, 14 Feb 2003 08:13:52 -0500
Yaning,
You must have a large SD for the additive component relative to F at low
concentrations and/or a large CV for the proportional component. Note that
truncating the concentrations with this error model does result in bias
although it may be negligible (depending on the severity of the trucation
that is required to avoid negative concentrations). You might consider
refitting your data using a log-transform-both-sides approach which would
restrict simulated concentrations to be positive. To do this you need to
define the logarithm of the concentrations as your DV and use a statement
like Y=LOG(F)+EPS(1). Of course you need to avoid situations where the
model can predict F=0.
Ken