The fundamental reference document is the Guide to the Expression of Uncertainty in Measurement (GUM):

The JCGM Working Group 1 (JCGM-WG1) is producing a series of documents to accompany the GUM. The first four of these documents have been approved and are available for download as PDF files. Printed copies are available for purchase from ISO.