106 citations · 140 across the 21 of their papers we have counts for
3 papers · 1 filter
A Causal Direction Test for Heterogeneous Populations
Vahid Partovi Nia, Xinlin Li, Masoud Asgharian +3
A probabilistic expert system emulates the decision-making ability of a human expert through a directional graphical model. The first step in building such systems is to understand…
Variable Selection in Causal Inference using a Simultaneous Penalization Method
Ashkan Ertefaie, Masoud Asgharian, David Stephens
In the causal adjustment setting, variable selection techniques based on one of either the outcome or treatment allocation model can result in the omission of confounders, which le…
On the incidence-prevalence relation and length-biased sampling
Vittorio Addona, Masoud Asgharian, David B. Wolfson
For many diseases, logistic and other constraints often render large incidence studies difficult, if not impossible, to carry out. This becomes a drawback, particularly when a new…