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Inferring causal molecular networks: empirical assessment through a community-based effort

S. Hill, L. Heiser, T. Cokelaer, M. Unger, N. Nesser, D. Carlin, Y. Zhang, A. Sokolov, E. Paull, C. Wong, K. Graim, A. Bivol, H. Wang, F. Zhu, B. Afsari, L. Danilova, A. Favorov, W. Lee, D. Taylor, C. Hu, B. Long, D. Noren, A. Bisberg, B. Afsari, R. Al-Ouran, B. Anton, T. Arodz, O. Sichani, N. Bagheri, N. Berlow, A. Bisberg, A. Bivol, A. Bohler, J. Bonet, R. Bonneau, G. Budak, R. Bunescu, M. Caglar, B. Cai, C. Cai, D. Carlin, A. Carlon, L. Chen, M. Ciaccio, T. Cokelaer, G. Cooper, C. Creighton, S. Daneshmand, A. de la Fuente, B. Di Camillo, L. Danilova, J. Dutta-Moscato, K. Emmett, C. Evelo, M. Fassia, A. Favorov, E. Fertig, J. Finkle, F. Finotello, S. Friend, X. Gao, J. Gao, J. Garcia-Garcia, S. Ghosh, A. Giaretta, K. Graim, J. Gray, R. Großeholz, Y. Guan, J. Guinney, C. Hafemeister, O. Hahn, S. Haider, T. Hase, L. Heiser, S. Hill, J. Hodgson, B. Hoff, C. Hsu, C. Hu, Y. Hu, X. Huang, M. Jalili, X. Jiang, T. Kacprowski, L. Kaderali, M. Kang, V. Kannan, M. Kellen, K. Kikuchi, D. Kim, H. Kitano, B. Knapp, G. Komatsoulis, H. Koeppl, A. Krämer, M. Kursa, M. Kutmon, W. Lee, Y. Li, X. Liang, Z. Liu, Y. Liu, B. Long, S. Lu, X. Lu, M. Manfrini, M. Matos, D. Meerzaman, G. Mills, W. Min, S. Mukherjee, C. Müller, R. Neapolitan, N. Nesser, D. Noren, T. Norman, B. Oliva, S. Opiyo, R. Pal, A. Palinkas, E. Paull, J. Planas-Iglesias, D. Poglayen, A. Qutub, J. Saez-Rodriguez, F. Sambo, T. Sanavia, A. Sharifi-Zarchi, J. Slawek, A. Sokolov, M. Song, P. Spellman, A. Streck, G. Stolovitzky, S. Strunz, J. Stuart, D. Taylor, J. Tegnér, K. Thobe, G. Toffolo, E. Trifoglio, M. Unger, Q. Wan, H. Wang, L. Welch, C. Wong, J. Wu, A. Xue, R. Yamanaka, C. Yan, S. Zairis, M. Zengerling, H. Zenil, S. Zhang, Y. Zhang, F. Zhu, Z. Zi, G. Mills, J. Gray, M. Kellen, T. Norman, S. Friend, A. Qutub, E. Fertig, Y. Guan, M. Song, J. Stuart, P. Spellman, H. Koeppl, G. Stolovitzky, J. Saez-Rodriguez, and S. Mukherjee. Nature Methods, 13 (4): 310--318 (Feb 22, 2016)
DOI: 10.1038/nmeth.3773

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Sven Sach

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Inferring causal molecular networks: empirical assessment through a community-based effortS. Hill, L. Heiser, T. Cokelaer, M. Unger, N. Nesser, D. Carlin, Y. Zhang, A. Sokolov, E. Paull, C. Wong and 163 other author(s). Nature Methods, 13 (4): 310--318 (Feb 22, 2016)Network-based clustering with mixtures of L1-penalized Gaussian graphical models: an empirical investigationS. Hill, and S. Mukherjee. CoRR, (2013)A Gibbs Sampler for Learning DAGs.R. Goudie, and S. Mukherjee. J. Mach. Learn. Res., (2016)Network clustering: probing biological heterogeneity by sparse graphical models.S. Mukherjee, and S. Hill. Bioinform., 27 (7): 994-1000 (2011)Integrating biological knowledge into variable selection: an empirical Bayes approach with an application in cancer biology.S. Hill, R. Neve, N. Bayani, W. Kuo, S. Ziyad, P. Spellman, J. Gray, and S. Mukherjee. BMC Bioinform., (2012)Probabilistic Consistency Analysis for Gene Selection.S. Mukherjee, and S. Roberts. CSB, page 487-488. IEEE Computer Society, (2004)Exact estimation of multiple directed acyclic graphs.C. Oates, J. Smith, S. Mukherjee, and J. Cussens. Stat. Comput., 26 (4): 797-811 (2016)Model-based clustering in very high dimensions via adaptive projections.B. Taschler, F. Dondelinger, and S. Mukherjee. CoRR, (2019)Ancestral causal learning in high dimensions with a human genome-wide application.U. Noè, B. Taschler, J. Täger, P. Heutink, and S. Mukherjee. CoRR, (2019)Deep recurrent optical flow learning for particle image velocimetry data.C. Lagemann, K. Lagemann, S. Mukherjee, and W. Schröder. Nat. Mach. Intell., 3 (7): 641-651 (2021)

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Disambiguation of "Mukherjee, Sach"

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Inferring causal molecular networks: empirical assessment through a community-based effort

Please choose a person to relate this publication to

Sven Sach

Eleonore Sach

Heinrich Sach

Werner Sach

Louisa Sach

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Mukherjee, Sach"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Inferring causal molecular networks: empirical assessment through a community-based effort

Please choose a person to relate this publication to

Sven Sach

Eleonore Sach

Heinrich Sach

Werner Sach

Louisa Sach

Other publications of authors with the same name

Disambiguation

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URL
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Inferring causal molecular networks: empirical assessment through a community-based effort