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stat.ME2023
A Calibrated Data-Driven Approach for Small Area Estimation using Big Data
Siu-Ming Tam, Shaila Sharmeen
Where the response variable in a big data set is consistent with the variable of interest for small area estimation, the big data by itself can provide the estimates for small area…
stat.ME2020
Data Integration by combining big data and survey sample data for finite population inference
Jae-kwang Kim, Siu-Ming Tam
The statistical challenges in using big data for making valid statistical inference in the finite population have been well documented in literature. These challenges are due prima…