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pro vyhledávání: '"Mejia, Sergio"'
In this paper we show how to exploit interventional data to acquire the joint conditional distribution of all the variables using the Maximum Entropy principle. To this end, we extend the Causal Maximum Entropy method to make use of interventional da
Externí odkaz:
http://arxiv.org/abs/2409.01794
Autor:
Okati, Nastaran, Mejia, Sergio Hernan Garrido, Orchard, William Roy, Blöbaum, Patrick, Janzing, Dominik
Recent work conceptualized root cause analysis (RCA) of anomalies via quantitative contribution analysis using causal counterfactuals in structural causal models (SCMs).The framework comes with three practical challenges: (1) it requires the causal d
Externí odkaz:
http://arxiv.org/abs/2406.05014
Discussions on causal relations in real life often consider variables for which the definition of causality is unclear since the notion of interventions on the respective variables is obscure. Asking 'what qualifies an action for being an interventio
Externí odkaz:
http://arxiv.org/abs/2211.09024
Publikováno v:
Journal of Causal Inference, Vol 12, Iss 1, Pp 8-14 (2024)
Discussions on causal relations in real life often consider variables for which the definition of causality is unclear since the notion of interventions on the respective variables is obscure. Asking “what qualifies an action for being an intervent
Externí odkaz:
https://doaj.org/article/6b766cd7ad5d4f76979c9c10cc9f34ee
Publikováno v:
In Wave Motion October 2024 130
The investigation of the question "which treatment has a causal effect on a target variable?" is of particular relevance in a large number of scientific disciplines. This challenging task becomes even more difficult if not all treatment variables wer
Externí odkaz:
http://arxiv.org/abs/2107.07640
Autor:
Cardona, Andrés F., Ruiz-Patiño, Alejandro, Recondo, Gonzalo, Martín, Claudio, Raez, Luis, Samtani, Suraj, Minatta, José Nicolas, Blaquier, Juan Bautista, Enrico, Diego, Burotto, Mauricio, Ordóñez-Reyes, Camila, Chamorro, Diego F., Garcia-Robledo, Juan Esteban, Corrales, Luis, Zatarain-Barrón, Zyanya Lucia, Más, Luis, Sotelo, Carolina, Ricaurte, Luisa, Santoyo, Nicolas, Cuello, Mauricio, Mejía, Sergio, Jaller, Elvira, Vargas, Carlos, Carranza, Hernán, Otero, Jorge, Rodríguez, July, Archila, Pilar, Bermudez, Maritza, Gamez, Tatiana, Cordeiro de Lima, Vladmir, Freitas, Helano, Russo, Alessandro, Polo, Carolina, Malapelle, Umberto, Perez, Diego de Miguel, Rolfo, Christian, Viola, Lucia, Rosell, Rafael, Arrieta, Oscar
Publikováno v:
In Clinical Lung Cancer September 2022 23(6):522-531
Autor:
Cordeiro de Lima, Vladmir C., Corassa, Marcelo, Saldanha, Erick, Freitas, Helano, Arrieta, Oscar, Raez, Luis, Samtani, Suraj, Ramos, Maritza, Rojas, Carlos, Burotto, Mauricio, Chamorro, Diego F., Recondo, Gonzalo, Ruiz-Patiño, Alejandro, Más, Luis, Zatarain-Barrón, Lucia, Mejía, Sergio, Nicolas Minata, José, Martín, Claudio, Bautista Blaquier, Juan, Motta Guerrero, Rodrigo, Aliaga-Macha, Carlos, Carracedo, Carlos, Ordóñez- Reyes, Camila, Garcia-Robledo, Juan Esteban, Corrales, Luis, Sotelo, Carolina, Ricaurte, Luisa, Santoyo, Nicolas, Cuello, Mauricio, Jaller, Elvira, Rodríguez, July, Archila, Pilar, Bermudez, Maritza, Gamez, Tatiana, Russo, Alessandro, Viola, Lucia, Malapelle, Umberto, de Miguel Perez, Diego, Rolfo, Christian, Rosell, Rafael, Cardona, Andrés F.
Publikováno v:
In Lung Cancer August 2022 170:114-121
Publikováno v:
Journal of Advocacy, Research & Education; Aug2024, Vol. 11 Issue 2, p175-186, 12p
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