Method and apparatus for improving clinical accuracy of analyte measurements

Herein is described a system that includes a processing circuit for identifying possible zone D errors among estimated blood glucose concentration values. The system converts estimated blood glucose concentration values which are identified as possible zone D errors into adjusted blood glucose concentration values which are lower in blood glucose concentration magnitude than their corresponding estimated blood glucose concentration values, thereby decreasing the occurrence of zone D errors. Herein is also disclosed a method for improving the clinical accuracy of an analyte concentration measurement. One method includes a first act of computing an estimated analyte concentration having an associated first error that is clinically significant and a second act of processing the estimated analyte concentration to generate an adjusted analyte concentration having a second error that is clinically insignificant.