Nonpositive clearance
From: alison@c255.ucsf.EDU (ABoeckmann)
Subject: Nonpositive clearance
Date: 9 Jul 1998 16:05:55 -0400
Nagaraja does not give any details, but may have a model like this:
TVCL = THETA(1) - THETA(2)*AGE ; lower bound of theta(2) = 0
There is no straightforward way to specify an upper bound for theta(2)that prevents TVCL from becoming negative for large AGE and small THETA(1). With the model
CL = THETA(1) - THETA(2)*AGE + ETA(1)
the difficulty is even worse, because now a negative eta with large absolute value will also cause trouble.
Lewis Sheiner suggests:
LOGCL = THETA(1) - THETA(2)*AGE + ETA(1)
CL = EXP(LOGCL)
Now CL can never be negative. Note that this is equivlent to
LOGTVC = THETA(1) - THETA(2)*AGE
CL = EXP(LOGTVC) * EXP(ETA(1))
so that the eta is really exponential, not additive.
Alison Boeckmann