I think the following code should work:
IF(CAT.EQ.1) CLCOV = THETA(1)IF(CAT.EQ.2) CLCOV = THETA(2)IF(CAT.EQ.3) CLCOV = 
THETA(3)MU_1 = THETA(4)
CL = EXP(MU_1+ETA(1))*(1+CLCOV)

$OMEGA BLOCK(1) 0.1
Mannie
 
      From: Rupert Austin <rupert.aus...@btconnect.com>
 To: "'Sadler, Brian'" <brian.sad...@iconplc.com>; nmusers@globomaxnm.com 
 Sent: Wednesday, April 13, 2016 11:44 AM
 Subject: RE: [NMusers] RE: Link different thetas to same omega using mu 
referencing
   
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div.yiv7090570546WordSection1 {}#yiv7090570546 I’m not sure that Brian’s 
suggestion is acceptable due to the following constraint I quote from one of 
the NONMEM manuals:  “Time dependent covariates cannot be part of the MU_ 
equation”  If CAT is time-varying (as suggested by Jacob) then “MU_1 = 
CAT1*THETA(1) + CAT2*THETA(2) + CAT3*THETA(3)” includes time dependent 
covariates. Rather worryingly, I don’t think NONMEM will trap this problem 
since I have fallen foul of it with no resulting NONMEM warnings, and I have no 
idea what the consequences are for the resulting NONMEM run and results.  
Rupert  Rupert Austin, PhDSenior ScientistBAST Inc LimitedLoughborough 
University Science and Enterprise ParkCharnwood WingHolywell ParkAshby 
RoadLoughborough, LE11 3AQ, UKTel: +44 (0)1509 222908  From: 
owner-nmus...@globomaxnm.com [mailto:owner-nmus...@globomaxnm.com] On Behalf Of 
Sadler, Brian
Sent: 13 April 2016 13:26
To: nmusers@globomaxnm.com
Subject: [NMusers] RE: Link different thetas to same omega using mu referencing 
 Hi Jacob,  I suggest:CAT1=0CAT2=0CAT3=0IF(CAT.EQ.1) CAT1=1IF(CAT.EQ.2) 
CAT2=1IF(CAT.EQ.3) CAT3=1MU_1 = CAT1*THETA(1) + CAT2*THETA(2) + CAT3*THETA(3)CL 
= EXP(MU_1+ETA(1))  That way you have only one OMEGA. This could be more 
flexible when expanding OMEGA for additional IIV in block format.  Cheers… 
Brian    From: owner-nmus...@globomaxnm.com 
[mailto:owner-nmus...@globomaxnm.com] On Behalf Of Michael Fossler
Sent: Wednesday, April 13, 2016 7:56 AM
To: Leander, Jacob; nmusers@globomaxnm.com
Subject: [NMusers] RE: Link different thetas to same omega using mu referencing 
 This looks like it would work – it seems to obey the rules around 
mu-referencing. You can simplify the $OMEGA by using SAME(3)    MikeMichael J. 
Fossler, Pharm. D., Ph. D., F.C.P.VP, Quantitative SciencesTrevena, 
Incmfossler@trevenainc.comOffice: 610-354-8840, ext. 249Cell: 610-329-6636  
From: owner-nmus...@globomaxnm.com [mailto:owner-nmus...@globomaxnm.com] On 
Behalf Of Leander, Jacob
Sent: Wednesday, April 13, 2016 7:01 AM
To: nmusers@globomaxnm.com
Subject: [NMusers] Link different thetas to same omega using mu referencing  Hi 
 Consider the case where we have a categorical (potentially time-varying) 
covariate named CAT that can take several values (e.g. 0,1,2,3).Let’s say I 
want to model CL depending on this categorical covariate (where parameters are 
estimated on log-scale). A simple solution to this would be  IF(CAT.EQ.1) TVCL 
= THETA(1)IF(CAT.EQ.2) TVCL = THETA(2)IF(CAT.EQ.3) TVCL = THETA(3)  I let CL be 
described by a log-normal distribution with the same omega element for all CAT 
values.  CL = EXP(TVCL + ETA(1))  With an omega statement:  $OMEGA 0.1  I now 
want to switch to the mu referencing framework in NONMEM. Each theta needs to 
be reference to a MU value, and to force it to be described by the same eta I 
apply the following approach.  MU_1 = THETA(1)MU_2 = THETA(2)MU_3 = THETA(3)  
IF(CAT.EQ.1) CL = EXP(MU_1 + ETA(1))IF(CAT.EQ.2) CL = EXP(MU_2 + 
ETA(2))IF(CAT.EQ.3) CL = EXP(MU_3 + ETA(3))  With an omega statement:  $OMEGA 
BLOCK(1) 0.1$OMEGA BLOCK(1) SAME$OMEGA BLOCK(1) SAME  where I force the omega 
element corresponding to ETA1, ETA2 and ETA3  to be the same.  Is this a valid 
approach to obtain what I need? Or is there a simpler way in the mu-referencing 
framework to link different thetas to the same omega element?  All the 
best,Jacob   Confidentiality Notice: This message is private and may contain 
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