2 papers
stat.ME2023
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…
math.ST2014
Estimation of positive definite M-matrices and structure learning for attractive Gaussian Markov Random fields
Martin Slawski, Matthias Hein
Consider a random vector with finite second moments. If its precision matrix is an M-matrix, then all partial correlations are non-negative. If that random vector is additionally G…