Stochastic calibration

Hello and Happy new Year!

I would like to know if it is possible to calibrate measurements defined with input variables and results (outputs) against a second set of measurements that only have results (outputs). Would you be kind to share an example?

Thank you!

Calibration algorithms in OpenTURNS allows to adjust the parameters of a parametric function h so that its predictions fit to known observations. What would be the parametric function in your setting?
Best regards,