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06/01/2023
A General Framework for Regression with Mismatched Data Based on Mixture Modeling
Data sets obtained from linking multiple files are frequently affected b...
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01/19/2021
Robust Bayesian Inference for Big Data: Combining Sensor-based Records with Traditional Survey Data
Big Data often presents as massive non-probability samples. Not only is ...
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04/13/2020
Measures of Selection Bias in Regression Coefficients Estimated from Non-Probability Samples
We derive novel measures of selection bias for estimates of the coeffici...
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07/15/2019