189 citations · 846 across the 31 of their papers we have counts for
4 papers · 1 filter
Methods to Expand Cell Signaling Models using Automated Reading and Model Checking
Kai-Wen Liang, Qinsi Wang, Cheryl Telmer +3
Biomedical research results are being published at a high rate, and with existing search engines, the vast amount of published work is usually easily accessible. However, reproduci…
Causal Discovery in the Presence of Measurement Error: Identifiability Conditions
Kun Zhang, Mingming Gong, Joseph Ramsey +3
Measurement error in the observed values of the variables can greatly change the output of various causal discovery methods. This problem has received much attention in multiple fi…
Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion
Eric V. Strobl, Shyam Visweswaran, Peter L. Spirtes
Many real datasets contain values missing not at random (MNAR). In this scenario, investigators often perform list-wise deletion, or delete samples with any missing values, before…
Mixed Graphical Models for Causal Analysis of Multi-modal Variables
Andrew J Sedgewick, Joseph D. Ramsey, Peter Spirtes +2
Graphical causal models are an important tool for knowledge discovery because they can represent both the causal relations between variables and the multivariate probability distri…