8 citations · 8 across the 2 of their papers we have counts for
3 papers
stat.ME2025
Compositional Outcomes and Environmental Mixtures: the Dirichlet Bayesian Weighted Quantile Sum Regression
Hachem Saddiki, Joshua L. Warren, Corina Lesseur +1
Environmental mixture approaches do not accommodate compositional outcomes, consisting of vectors constrained onto the unit simplex. This limitation poses challenges in effectively…
stat.AP2018★ 8 cited
A Primer on Causality in Data Science
Hachem Saddiki, Laura B. Balzer
Many questions in Data Science are fundamentally causal in that our objective is to learn the effect of some exposure, randomized or not, on an outcome interest. Even studies that…
stat.ME2017
A Deterministic Global Optimization Method for Variational Inference
Hachem Saddiki, Andrew C. Trapp, Patrick Flaherty
Variational inference methods for latent variable statistical models have gained popularity because they are relatively fast, can handle large data sets, and have deterministic con…