Affiliations: Statistics New Zealand, Wellington, New Zealand.
E-mail: email@example.com; www.stats.govt.nz
Abstract: This paper examines why different linking approaches are used
depending on the data being linked, the reason it is being linked, and the
country's rules and regulations. We compare our linking approach in the
Integrated Data Infrastructure (IDI) with other linking at Statistics New
Zealand and at the Australian Bureau of Statistics. We describe the new methods
we have developed to select cut-offs, decide when to do a clerical review, and
determine the quality of the links in the IDI. We explain how, during our
development, dividing the links into near-exact and non-exact links has helped
us to select cut-offs. Human intervention is an important part of our process,
although we minimise the amount required where possible. We examined run-times,
and found the biggest factor affecting these was block sizes.