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Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I

, , , , , and (Eds.) volume 11906 of Lecture Notes in Computer Science, Springer, (2020)

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Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs., , , and . J. Mach. Learn. Res., (2017)A Complete Generalized Adjustment Criterion., , , and . UAI, page 682-691. AUAI Press, (2015)A Review of Some Recent Advances in Causal Inference., and . Handbook of Big Data, Chapman and Hall/CRC, (2016)Learning high-dimensional DAGs with latent and selection variables, , , and . CoRR, (2011)estimateR: an R package to estimate and monitor the effective reproductive number., , , , , , , , and . BMC Bioinform., 24 (1): 310 (December 2023)Order-independent constraint-based causal structure learning., and . J. Mach. Learn. Res., 15 (1): 3741-3782 (2014)A modification of the PC algorithm yielding order-independent skeletons, and . CoRR, (2012)Predicting causal effects in large-scale systems from observational data., , , and . Nature Methods, (2010)Causal Inference Using Graphical Models with the R Package pcalg, , , , and . Journal of Statistical Software, 47 (11): 1--26 (May 17, 2012)Asymptotic optimality of the Westfall-Young permutation procedure for multiple testing under dependence, , and . Ann. Stat., 39 (6): 3369--3391 (2011)