1. A method for improving operational data measurements in an apparatus having a monitoring system, said monitoring system comprising a plurality of sensors, said method comprising: receiving an element of operational data from a sensor in said plurality of sensors, said element of operational data representing a measurement of an observed condition of said apparatus; determining a confidence level for said sensor as a function of said element of operational data; and determining an estimate of said measurement as a function of said confidence level.