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Commentary: race and sex are causes.
Glymour C, Glymour MR. Glymour C, et al. Among authors: glymour mr. Epidemiology. 2014 Jul;25(4):488-90. doi: 10.1097/EDE.0000000000000122. Epidemiology. 2014. PMID: 24887161 No abstract available.
Estimating feedforward and feedback effective connections from fMRI time series: Assessments of statistical methods.
Sanchez-Romero R, Ramsey JD, Zhang K, Glymour MRK, Huang B, Glymour C. Sanchez-Romero R, et al. Among authors: glymour c. Netw Neurosci. 2019 Feb 1;3(2):274-306. doi: 10.1162/netn_a_00061. eCollection 2019. Netw Neurosci. 2019. PMID: 30793083 Free PMC article.
Six problems for causal inference from fMRI.
Ramsey JD, Hanson SJ, Hanson C, Halchenko YO, Poldrack RA, Glymour C. Ramsey JD, et al. Among authors: glymour c. Neuroimage. 2010 Jan 15;49(2):1545-58. doi: 10.1016/j.neuroimage.2009.08.065. Epub 2009 Sep 9. Neuroimage. 2010. PMID: 19747552
Multi-subject search correctly identifies causal connections and most causal directions in the DCM models of the Smith et al. simulation study.
Ramsey JD, Hanson SJ, Glymour C. Ramsey JD, et al. Among authors: glymour c. Neuroimage. 2011 Oct 1;58(3):838-48. doi: 10.1016/j.neuroimage.2011.06.068. Epub 2011 Jul 1. Neuroimage. 2011. PMID: 21745580
What Is Going on Inside the Arrows? Discovering the Hidden Springs in Causal Models.
Murray-Watters A, Glymour C. Murray-Watters A, et al. Among authors: glymour c. Philos Sci. 2015 Oct;82(4):556-586. doi: 10.1086/682962. Philos Sci. 2015. PMID: 27313331 Free PMC article.
Domain Adaptation with Conditional Transferable Components.
Gong M, Zhang K, Liu T, Tao D, Glymour C, Schölkopf B. Gong M, et al. Among authors: glymour c. JMLR Workshop Conf Proc. 2016 Jun;48:2839-2848. JMLR Workshop Conf Proc. 2016. PMID: 28239433 Free PMC article.
A million variables and more: the Fast Greedy Equivalence Search algorithm for learning high-dimensional graphical causal models, with an application to functional magnetic resonance images.
Ramsey J, Glymour M, Sanchez-Romero R, Glymour C. Ramsey J, et al. Among authors: glymour c, glymour m. Int J Data Sci Anal. 2017 Mar;3(2):121-129. doi: 10.1007/s41060-016-0032-z. Epub 2016 Dec 1. Int J Data Sci Anal. 2017. PMID: 28393106 Free PMC article.
Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination.
Zhang K, Huang B, Zhang J, Glymour C, Schölkopf B. Zhang K, et al. Among authors: glymour c. IJCAI (U S). 2017 Aug;2017:1347-1353. doi: 10.24963/ijcai.2017/187. IJCAI (U S). 2017. PMID: 28966540 Free PMC article.
Causal Discovery from Temporally Aggregated Time Series.
Gong M, Zhang K, Schölkopf B, Glymour C, Tao D. Gong M, et al. Among authors: glymour c. Uncertain Artif Intell. 2017 Aug;2017:269. Uncertain Artif Intell. 2017. PMID: 29899680 Free PMC article.
Comparison of strategies for scalable causal discovery of latent variable models from mixed data.
Raghu VK, Ramsey JD, Morris A, Manatakis DV, Sprites P, Chrysanthis PK, Glymour C, Benos PV. Raghu VK, et al. Among authors: glymour c. Int J Data Sci Anal. 2018;6(1):33-45. doi: 10.1007/s41060-018-0104-3. Epub 2018 Feb 6. Int J Data Sci Anal. 2018. PMID: 30148202 Free PMC article.
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