Results [General Statistics]
Dear all,
Thank you for your responses so far, they have been very supportive. Please see below for results from my analyses:
Model 1
(block diagonal, apologies for the lack of formatting)
etc
Intra-Subject
Model 2
Intra-Subject
As you can see, the differences in CV's are quite large hence my concern on the most appropriate code to apply. Note: the treatments were nowhere near bioequivalent.
Edit: Formatted. You may use BBCodes (see here). [Helmut]
Thank you for your responses so far, they have been very supportive. Please see below for results from my analyses:
Model 1
PROC MIXED DATA= cmax ;
CLASS USUBJID period treat ARMCD ;
MODEL LOG_PARM = treat period ARMCD /ddfm=KR;
RANDOM USUBJID(ARMCD) /G;
REPEATED/GRP=treat SUB=usubjid ;
ESTIMATE "B vs A" TREAT -1 1 /cl alpha=0.1;
LSMEANS treat/ cl alpha=0.1;
RUN;
Estimated G Matrix
Planned
Unique Subject Arm
Row Effect Identifier Code Col1 Col2
1 USUBJID(ARMCD) XXX XXX-X-XXX-00011001 ABB 0.07056
2 USUBJID(ARMCD) XXX XXX-X-XXX-00011003 ABB 0.07056
(block diagonal, apologies for the lack of formatting)
etc
Intra-Subject
CV A (%) CV B (%)
31.98 10.02
Model 2
PROC MIXED DATA= cmax ;
CLASSES armcd usubjid period treat ;
MODEL LOG_PARM = armcd period treat / DDFM=KR;
RANDOM treat/TYPE=FA0(2) SUB=usubjid G;
REPEATED/GRP=treat SUB=usubjid;
ESTIMATE 'B vs A' treat -1 1/CL ALPHA=0.1;
LSMEANS treat/ cl alpha=0.1;
RUN;
Estimated G Matrix
Unique Subject
Row Effect Identifier TREAT Col1 Col2
1 TREAT XXX XXX-X-XXX-00011001 A 0.1036 0.05780
2 TREAT XXX XXX-X-XXX-00011001 B 0.05780 0.07110
Intra-Subject
CV A (%) CV B (%)
22.88 9.78
As you can see, the differences in CV's are quite large hence my concern on the most appropriate code to apply. Note: the treatments were nowhere near bioequivalent.
Edit: Formatted. You may use BBCodes (see here). [Helmut]
Complete thread:
- Replicate Designs & IntraSubj CV randombadger 2011-04-28 13:02 [General Statistics]
- Replicate Designs & IntraSubj CV Helmut 2011-04-28 15:00
- Replicate Designs & IntraSubj CV randombadger 2011-04-28 15:25
- Replicate Designs & IntraSubj CV Helmut 2011-04-28 17:09
- Inter-subject dance with the wolves d_labes 2011-04-29 11:33
- How many subjects? jdetlor 2011-05-02 18:21
- G matrix d_labes 2011-05-03 08:26
- G matrix ElMaestro 2011-05-03 09:15
- G matrix d_labes 2011-05-03 09:51
- Resultsrandombadger 2011-05-03 12:03
- Results - comments d_labes 2011-05-03 14:32
- Results - comments randombadger 2011-05-03 16:53
- Lost cents d_labes 2011-05-04 08:07
- Results - comments randombadger 2011-05-03 16:53
- Results - comments d_labes 2011-05-03 14:32
- G matrix ElMaestro 2011-05-03 14:16
- Resultsrandombadger 2011-05-03 12:03
- G matrix d_labes 2011-05-03 09:51
- G matrix jdetlor 2011-05-03 19:37
- G matrix ElMaestro 2011-05-03 09:15
- G matrix d_labes 2011-05-03 08:26
- How many subjects? jdetlor 2011-05-02 18:21
- Replicate Designs & IntraSubj CV randombadger 2011-04-28 15:25
- Replicate Designs & IntraSubj CV Helmut 2011-04-28 15:00