24 citations · 42 across the 13 of their papers we have counts for
3 papers · 1 filter
A General Framework for Regression with Mismatched Data Based on Mixture Modeling
Martin Slawski, Brady T. West, Priyanjali Bukke +3
Data sets obtained from linking multiple files are frequently affected by mismatch error, as a result of non-unique or noisy identifiers used during record linkage. Accounting for…
Estimation in exponential family Regression based on linked data contaminated by mismatch error
Zhenbang Wang, Emanuel Ben-David, Martin Slawski
Identification of matching records in multiple files can be a challenging and error-prone task. Linkage error can considerably affect subsequent statistical analysis based on the r…
A Pseudo-Likelihood Approach to Linear Regression with Partially Shuffled Data
Martin Slawski, Guoqing Diao, Emanuel Ben-David
Recently, there has been significant interest in linear regression in the situation where predictors and responses are not observed in matching pairs corresponding to the same stat…