Reliable uncertainties of tests and surveys – a data-driven approach Satyendra Nath Chakrabartty, Wang Kangrui and Dalia Chakrabarty Int. J. Metrol. Qual. Eng., 15 (2024) 4 Published online: 19 March 2024 DOI: 10.1051/ijmqe/2023018