Calibrator
Calibrator is a software package for working with measurement models. A measurement model is any system which produces some Response, as a result of a Stimulus. Typically when using an experimental measurement system it is calibrated by measuring a set of Response values, for known values of the Stimulus. This calibration data is then used create a set of calibration functions, able to predict unseen values of the Stimulus from new measurements of the Response.
The Calibrator crate provides methods to:
- Generate calibration functions from known noisy calibration data
- Predict new stimulus or response values, along with estimated uncertainties from new data
- Calculate the effective operating range of a measurement system
- Use a numerical mock of the measurement system to do the above