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2003.03187
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Estimation of causal effects with small data in the presence of trapdoor variables
6 March 2020
Jouni Helske
Santtu Tikka
Juha Karvanen
CML
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Papers citing
"Estimation of causal effects with small data in the presence of trapdoor variables"
4 / 4 papers shown
Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand
Neural Information Processing Systems (NeurIPS), 2024
Md Musfiqur Rahman
Matt Jordan
Murat Kocaoglu
DiffM
CML
317
4
0
12 Feb 2024
Generalizing experimental findings: identification beyond adjustments
Juha Karvanen
CML
142
0
0
14 Jun 2022
Clustering and Structural Robustness in Causal Diagrams
Santtu Tikka
Jouni Helske
Juha Karvanen
CML
294
18
0
08 Nov 2021
Do-calculus enables estimation of causal effects in partially observed biomolecular pathways
Sara Mohammad-Taheri
Jeremy Zucker
C. Hoyt
Karen Sachs
Vartika Tewari
Robert Osazuwa Ness
and Olga Vitek
139
0
0
12 Feb 2021
1
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