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Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms
Alaa, Ahmed M., van der Schaar, Mihaela
Published in IEEE journal of selected topics in signal processing (01.10.2018)
Published in IEEE journal of selected topics in signal processing (01.10.2018)
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Monkeys and humans implement causal inference to simultaneously localize auditory and visual stimuli
Mohl, Jeff T., Pearson, John M., Groh, Jennifer M.
Published in Journal of neurophysiology (01.09.2020)
Published in Journal of neurophysiology (01.09.2020)
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A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota
Sommer, Alice J., Peters, Annette, Rommel, Martina, Cyrys, Josef, Grallert, Harald, Haller, Dirk, Müller, Christian L., Bind, Marie-Abèle C.
Published in PLoS computational biology (01.05.2022)
Published in PLoS computational biology (01.05.2022)
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Causal inference predicts the transition from integration to segmentation in motion perception
Penaloza, Boris, Shivkumar, Sabyasachi, Lengyel, Gabor, DeAngelis, Gregory C., Haefner, Ralf M.
Published in Scientific reports (12.11.2024)
Published in Scientific reports (12.11.2024)
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Causal inference for recurrent event data using pseudo-observations
Su, Chien-Lin, Platt, Robert W, Plante, Jean-François
Published in Biostatistics (Oxford, England) (13.01.2022)
Published in Biostatistics (Oxford, England) (13.01.2022)
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Novel digital markers of sleep dynamics: causal inference approach revealing age and gender phenotypes in obstructive sleep apnea
Bechny, Michal, Kishi, Akifumi, Fiorillo, Luigi, van der Meer, Julia, Schmidt, Markus, Bassetti, Claudio, Tzovara, Athina, Faraci, Francesca
Published in Scientific reports (08.04.2025)
Published in Scientific reports (08.04.2025)
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Improving Fault Localization by Integrating Value and Predicate Based Causal Inference Techniques
Kucuk, Yigit, Henderson, Tim A. D., Podgurski, Andy
Published in Proceedings / International Conference on Software Engineering (01.05.2021)
Published in Proceedings / International Conference on Software Engineering (01.05.2021)
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Conference Proceeding
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Estimating drug concentration-response relationships by applying causal inference methods for continuous point exposures and time-to-event outcomes
Yiu, Sean, Wang, Qing, Mercier, Francois, Manfrini, Marianna, Koendgen, Harold, Kletzl, Heidemarie, Model, Fabian
Published in Statistical methods in medical research (01.12.2023)
Published in Statistical methods in medical research (01.12.2023)
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Perceptual learning shapes multisensory causal inference via two distinct mechanisms
McGovern, David P., Roudaia, Eugenie, Newell, Fiona N., Roach, Neil W.
Published in Scientific reports (19.04.2016)
Published in Scientific reports (19.04.2016)
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