"Robust regression using probabilistically linked data" by Ray L. Chambers, Enrico Fabrizi et al.
There is growing interest in a data integration approach to survey sampling, particularly where population registers are linked for sampling and subsequent analysis. The reason for doing this is simple: it is only by linking the same individuals in the different sources that it becomes possible to create a data set suitable for analysis. But data linkage is not error free. Many linkages are nondeterministic, based on how likely a linking decision corresponds to a correct match, that is, it bring...
Computational Methods Maximum Likelihood Methods Statistical Learning Exploratory Methods Data Sciences Modeling Methods Statistical Graphical Methods
Source: uow.edu.au