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Author Details

Clark Glymour
Carnegie Mellon University
1983
37
20
PMIDPaper TitleJournal TitlePublished Year
30793083Estimating feedforward and feedback effective connections from fMRI time series: Assessments of statistical methods.Netw Neurosci2019
30192904Mixed graphical models for integrative causal analysis with application to chronic lung disease diagnosis and prognosis.Bioinformatics2019
31214249Review of Causal Discovery Methods Based on Graphical Models.Front Genet2019
31497778Causal Discovery and Forecasting in Nonstationary Environments with State-Space Models.Proc Mach Learn Res2019
31201306Inferring causation from time series in Earth system sciences.Nat Commun2019
30034911Learning causality and causality-related learning: some recent progress.Natl Sci Rev2018
30191079Generalized Score Functions for Causal Discovery.KDD2018
30148202Comparison of strategies for scalable causal discovery of latent variable models from mixed data.Int J Data Sci Anal2018
28966540Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination.IJCAI (U S)2017
29899680Causal Discovery from Temporally Aggregated Time Series.Uncertain Artif Intell2017
31068766Behind Distribution Shift: Mining Driving Forces of Changes and Causal Arrows.Proc IEEE Int Conf Data Min2017
28393106A 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.Int J Data Sci Anal2017
28239433Domain Adaptation with Conditional Transferable Components.JMLR Workshop Conf Proc2016
26138794The center for causal discovery of biomedical knowledge from big data.J Am Med Inform Assoc2015
27313331What Is Going on Inside the Arrows? Discovering the Hidden Springs in Causal Models.Philos Sci2015
24099845Non-Gaussian methods and high-pass filters in the estimation of effective connections.Neuroimage2014
24887161Commentary: race and sex are causes.Epidemiology2014
21835247Counterfactuals, graphical causal models and potential outcomes: response to Lindquist and Sobel.Neuroimage2013
24093627Atypical effective connectivity of social brain networks in individuals with autism.Brain Connect2013
20709178On meta-analyses of imaging data and the mixture of records.Neuroimage2011
21745580Multi-subject search correctly identifies causal connections and most causal directions in the DCM models of the Smith et al. simulation study.Neuroimage2011
19747552Six problems for causal inference from fMRI.Neuroimage2010
20584373Comorbid science?Behav Brain Sci2010
17444973Preschool children learn about causal structure from conditional interventions.Dev Sci2007
16249492Optical coherence tomography machine learning classifiers for glaucoma detection: a preliminary study.Invest Ophthalmol Vis Sci2005
14756583A theory of causal learning in children: causal maps and Bayes nets.Psychol Rev2004
16646804Concerns about unreliable data from spotted cDNA microarrays due to cross-hybridization and sequence errors.Stat Appl Genet Mol Biol2004
15177570Evidence of systematic expressed sequence tag IMAGE clone cross-hybridization on cDNA microarrays.Genomics2004
12517358Learning, prediction and causal Bayes nets.Trends Cogn Sci2003
12801876A statistical problem for inference to regulatory structure from associations of gene expression measurements with microarrays.Bioinformatics2003
11552758Causal learning mechanisms in very young children: two-, three-, and four-year-olds infer causal relations from patterns of variation and covariation.Dev Psychol2001
26771754The TETRAD Project: Constraint Based Aids to Causal Model Specification.Multivariate Behav Res1998
26771759Reply to Comments.Multivariate Behav Res1998
9040894An evaluation of machine-learning methods for predicting pneumonia mortality.Artif Intell Med1997
17811843Einstein and the History of General Relativity. Don Howard and John Stachel, Eds. Birkhauser Boston, Cambridge, MA, 1989. xii, 445 pp. $69. Einstein Studies, vol. 1. From a conference, North Andover, MA, May 1986.Science1990
26764954TETRAD: Discovering Causal Structure.Multivariate Behav Res1988
6835298Sounding board. Engineers, cranks, physicians, magicians.N Engl J Med1983
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Collaborators

Carnegie Mellon University
Co-authored papers 10
Max-Planck Institute for Intelligent Systems.
Co-authored papers 7
University of Florida
Co-authored papers 3
Carnegie Mellon University
Co-authored papers 2
University of Pittsburgh
Co-authored papers 2
Magee-Womens Research Institute, University of Pittsburgh School of Medicine
Co-authored papers 2
University of Pittsburgh
Co-authored papers 1
Yale School of Medicine
Co-authored papers 1
Institute for Health Informatics, University of Minnesota
Co-authored papers 1
University of California San Francisco
Co-authored papers 1
Co-authored papers 1
Stanford University
Co-authored papers 1
Co-authored papers 1
NYU Grossman School of Medicine
Co-authored papers 1
University of Pittsburgh School of Medicine
Co-authored papers 1
Co-authored papers 1
Mie University School of Medicine, NYU School of Medicine, New York Medical College, New York University School of Medicine, Oregon Health & Science University, Tufts University School of Medicine, University of Pittsburgh School of Medicine, University of Pittsburgh School of Mediine
Co-authored papers 1
University of Pittsburgh School of Medicine
Co-authored papers 1
Goldschleger Eye Institute, Sheba Medical Center
Co-authored papers 1
NYU College of Arts and Sciences
Co-authored papers 1
Co-authored papers 1
Laufer Center for Physical and Quantitative Biology, Stony Brook University
Co-authored papers 1
Co-authored papers 1
Center for Open Neuroscience, Dartmouth College
Co-authored papers 1
Co-authored papers 1