detection of Anomalies/ outliers [Outliers]
HI Dixit,
excluding single measurements (1) from PK analysis is a rather different topic than excluding a whole patient (2).
@(1) If a PK-measurement increases within one patient at a certain time point, this measurement might be exclude from calculation of half-life.
@(2) If a patient does violate prespecified criteria, he may be excluded from the analysis (however, often a ITT and PP analysis is performed).
For both cases: if there is a documented violation obviously influencing the measurement(s), data can be excluded.
In all cases a rationale must be given. Exclusion of data because of departure of (say) more than 3 SD from the global mean is never accepted.
Those analyses can be used in best case as secondary analyses to investigate in amount of influence of the outliers.
Regards,
JPL
excluding single measurements (1) from PK analysis is a rather different topic than excluding a whole patient (2).
@(1) If a PK-measurement increases within one patient at a certain time point, this measurement might be exclude from calculation of half-life.
@(2) If a patient does violate prespecified criteria, he may be excluded from the analysis (however, often a ITT and PP analysis is performed).
For both cases: if there is a documented violation obviously influencing the measurement(s), data can be excluded.
In all cases a rationale must be given. Exclusion of data because of departure of (say) more than 3 SD from the global mean is never accepted.
Those analyses can be used in best case as secondary analyses to investigate in amount of influence of the outliers.
Regards,
JPL
Complete thread:
- detection of Anomalies/ outliers dixit 2009-03-17 17:45
- detection of Anomalies/ outliersJPL 2009-03-24 09:50