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stat.ME2023
Survey Design and Estimating Equations when Combining Big Data with Probability Samples
Ryan Covey, Lucca Buonamano
The use of big data in official statistics and the applied sciences is accelerating, but statistics computed using only big data often suffer from substantial selection bias. This…
stat.ME2023
Integrating Big Data and Survey Data for Efficient Estimation of the Median
Ryan Covey
An ever-increasing deluge of big data is becoming available to national statistical offices globally, but it is well documented that statistics produced by big data alone often suf…