2 papers
stat.ME2026
A Characterization of the Orthocomplement of the Tangent Space of Semiparametric Markov Models
Trung Phung, Ilya Shpitser
Graphical models are ubiquitous in social and empirical science as they are intuitive and easy to use. These models belong to the broader class of Markov models, defined using sole…
stat.ME2025
Recursive Equations For Imputation Of Missing Not At Random Data With Sparse Pattern Support
Trung Phung, Kyle Reese, Ilya Shpitser +1
A common approach for handling missing values in data analysis pipelines is multiple imputation via software packages such as MICE (Van Buuren and Groothuis-Oudshoorn, 2011) and Am…