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Do-calculus enables estimation of causal effects in partially observed
  biomolecular pathways

Do-calculus enables estimation of causal effects in partially observed biomolecular pathways

12 February 2021
Sara Mohammad-Taheri
Jeremy Zucker
C. Hoyt
Karen Sachs
Vartika Tewari
Robert Osazuwa Ness
and Olga Vitek
ArXivPDFHTML

Papers citing "Do-calculus enables estimation of causal effects in partially observed biomolecular pathways"

2 / 2 papers shown
Title
Leveraging Structured Biological Knowledge for Counterfactual Inference:
  a Case Study of Viral Pathogenesis
Leveraging Structured Biological Knowledge for Counterfactual Inference: a Case Study of Viral Pathogenesis
Jeremy Zucker
Kaushal Paneri
Sara Mohammad-Taheri
Somya Bhargava
Pallavi Kolambkar
...
J. Teuton
Charles Tapley Hoyt
Kristie L. Oxford
Robert Osazuwa Ness
O. Vitek
CML
23
13
0
13 Jan 2021
Pyro: Deep Universal Probabilistic Programming
Pyro: Deep Universal Probabilistic Programming
Eli Bingham
Jonathan P. Chen
M. Jankowiak
F. Obermeyer
Neeraj Pradhan
Theofanis Karaletsos
Rohit Singh
Paul A. Szerlip
Paul Horsfall
Noah D. Goodman
BDL
GP
90
1,043
0
18 Oct 2018
1