2 papers
stat.ME2025
Estimating Propensities of Selection for Big Datasets via Data Integration
Lyndon Ang, Robert Clark, Bronwyn Loong +1
Big data presents potential but unresolved value as a source for analysis and inference. However,selection bias, present in many of these datasets, needs to be accounted for so tha…
stat.ME2024
An Empirical Comparison of Methods to Produce Business Statistics Using Non-Probability Data
Lyndon Ang, Robert Clark, Bronwyn Loong +1
There is a growing trend among statistical agencies to explore non-probability data sources for producing more timely and detailed statistics, while reducing costs and respondent b…