many ANOVA but only one trial [General Statistics]
Dear BL,
For four way crossover design with following sequences
We don't need to built many ANOVA. What you can do is add diet(fed or fast) as factor in your ANOVA and accordingly modify other factors.
Then using repeated statement in PROC mixed calculate residual variability for two diets from which intra subject variabilty under fed and fasted state can be calculated separately.
And for comparisons like Tfasted vs Rfasted, Tfed vs Rfed , use estimate statement which will provide estimated difference with confidence intervals. And for other comparisons like Tfasted vs Tfed etc. we can calculate ratios from LSMeans obtained through model.
But problem with this design, as HS said, is
But design is good replacement for two or more studies if there is not much difference in variabilty of drug under fed and fasted state.
Regards,
GSTATS
http://www.gstatsolutions.com/Medical%20Research.html
For four way crossover design with following sequences
Tfasted Rfasted Tfed Rfed
Rfasted Tfasted Rfed TfedWe don't need to built many ANOVA. What you can do is add diet(fed or fast) as factor in your ANOVA and accordingly modify other factors.
Then using repeated statement in PROC mixed calculate residual variability for two diets from which intra subject variabilty under fed and fasted state can be calculated separately.
And for comparisons like Tfasted vs Rfasted, Tfed vs Rfed , use estimate statement which will provide estimated difference with confidence intervals. And for other comparisons like Tfasted vs Tfed etc. we can calculate ratios from LSMeans obtained through model.
But problem with this design, as HS said, is
❝ The variability in fed state may be different to fasted state. Since you have to power the study for the 'weakest' arm, the 4-way study may need more treatments than two 2×2 studies.
But design is good replacement for two or more studies if there is not much difference in variabilty of drug under fed and fasted state.
Regards,
GSTATS
http://www.gstatsolutions.com/Medical%20Research.html
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Complete thread:
- 4-period BE study fed/fasting: statistical issues Amandine 2009-06-04 12:31
- Confounded effects; common variance Helmut 2009-06-04 12:55
- Neglecting period effects? d_labes 2009-06-10 10:10
- Assumptions... Helmut 2009-06-23 14:38
- What if... Ohlbe 2010-03-10 14:27
- What if... Dr_Dan 2010-03-11 15:50
- What if… Helmut 2010-03-11 16:39
- What if… Dr_Dan 2010-03-12 08:49
- Need-to-know / nice-to-know Helmut 2010-03-12 11:35
- many ANOVA but only one trial boonchai_l 2010-05-24 11:53
- many ANOVA but only one trialGSTATS 2010-06-08 21:52
- many ANOVA but only one trial boonchai_l 2010-05-24 11:53
- Need-to-know / nice-to-know Helmut 2010-03-12 11:35
- What if… Dr_Dan 2010-03-12 08:49
- What if… Helmut 2010-03-11 16:39
- What if... Dr_Dan 2010-03-11 15:50
- Neglecting period effects? d_labes 2009-06-10 10:10
- Confounded effects; common variance Helmut 2009-06-04 12:55
