In the context of controlled calibration we introduce “multilevel calibration estimators” in order to account for clustered measurements. In this respect, both classical calibration estimator and robust estimators have shown to fail the expected performance, especially in terms of prediction error.
Salini, S., Solaro, N. (2009). Controlled calibration in presence of clustered measures. In Classification and Data Analysis 2009 - Book of Short Papers (pp.67-70). Padova : CLEUP.
Controlled calibration in presence of clustered measures
SOLARO, NADIA
2009
Abstract
In the context of controlled calibration we introduce “multilevel calibration estimators” in order to account for clustered measurements. In this respect, both classical calibration estimator and robust estimators have shown to fail the expected performance, especially in terms of prediction error.
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