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Inferring causation from time series in Earth system sciences.
Runge J, Bathiany S, Bollt E, Camps-Valls G, Coumou D, Deyle E, Glymour C, Kretschmer M, Mahecha MD, Muñoz-Marí J, van Nes EH, Peters J, Quax R, Reichstein M, Scheffer M, Schölkopf B, Spirtes P, Sugihara G, Sun J, Zhang K, Zscheischler J. Runge J, et al. Among authors: peters j. Nat Commun. 2019 Jun 14;10(1):2553. doi: 10.1038/s41467-019-10105-3. Nat Commun. 2019. PMID: 31201306 Free PMC article. Review.
The three major axes of terrestrial ecosystem function.
Migliavacca M, Musavi T, Mahecha MD, Nelson JA, Knauer J, Baldocchi DD, Perez-Priego O, Christiansen R, Peters J, Anderson K, Bahn M, Black TA, Blanken PD, Bonal D, Buchmann N, Caldararu S, Carrara A, Carvalhais N, Cescatti A, Chen J, Cleverly J, Cremonese E, Desai AR, El-Madany TS, Farella MM, Fernández-Martínez M, Filippa G, Forkel M, Galvagno M, Gomarasca U, Gough CM, Göckede M, Ibrom A, Ikawa H, Janssens IA, Jung M, Kattge J, Keenan TF, Knohl A, Kobayashi H, Kraemer G, Law BE, Liddell MJ, Ma X, Mammarella I, Martini D, Macfarlane C, Matteucci G, Montagnani L, Pabon-Moreno DE, Panigada C, Papale D, Pendall E, Penuelas J, Phillips RP, Reich PB, Rossini M, Rotenberg E, Scott RL, Stahl C, Weber U, Wohlfahrt G, Wolf S, Wright IJ, Yakir D, Zaehle S, Reichstein M. Migliavacca M, et al. Among authors: peters j. Nature. 2021 Oct;598(7881):468-472. doi: 10.1038/s41586-021-03939-9. Epub 2021 Sep 22. Nature. 2021. PMID: 34552242 Free PMC article.
Modeling confounding by half-sibling regression.
Schölkopf B, Hogg DW, Wang D, Foreman-Mackey D, Janzing D, Simon-Gabriel CJ, Peters J. Schölkopf B, et al. Among authors: peters j. Proc Natl Acad Sci U S A. 2016 Jul 5;113(27):7391-8. doi: 10.1073/pnas.1511656113. Proc Natl Acad Sci U S A. 2016. PMID: 27382154 Free PMC article.
Causal Inference on Discrete Data Using Additive Noise Models.
Peters J, Janzing D, Schölkopf B. Peters J, et al. IEEE Trans Pattern Anal Mach Intell. 2011 Dec;33(12):2436-50. doi: 10.1109/TPAMI.2011.71. Epub 2011 Apr 5. IEEE Trans Pattern Anal Mach Intell. 2011. PMID: 21464504
Learning stable and predictive structures in kinetic systems.
Pfister N, Bauer S, Peters J. Pfister N, et al. Among authors: peters j. Proc Natl Acad Sci U S A. 2019 Dec 17;116(51):25405-25411. doi: 10.1073/pnas.1905688116. Epub 2019 Nov 27. Proc Natl Acad Sci U S A. 2019. PMID: 31776252 Free PMC article.
Risk loci involved in giant cell arteritis susceptibility: a genome-wide association study.
Borrego-Yaniz G, Ortiz-Fernández L, Madrid-Paredes A, Kerick M, Hernández-Rodríguez J, Mackie SL, Vaglio A, Castañeda S, Solans R, Mestre-Torres J, Khalidi N, Langford CA, Ytterberg S, Beretta L, Govoni M, Emmi G, Cimmino MA, Witte T, Neumann T, Holle J, Schönau V, Pugnet G, Papo T, Haroche J, Mahr A, Mouthon L, Molberg Ø, Diamantopoulos AP, Voskuyl A, Daikeler T, Berger CT, Molloy ES, Blockmans D, van Sleen Y, Iles M, Sorensen L, Luqmani R, Reynolds G, Bukhari M, Bhagat S, Ortego-Centeno N, Brouwer E, Lamprecht P, Klapa S, Salvarani C, Merkel PA, Cid MC, González-Gay MA, Morgan AW, Martin J, Márquez A; Spanish GCA Group; UK GCA Consortium; Vasculitis Clinical Research Consortium. Borrego-Yaniz G, et al. Lancet Rheumatol. 2024 May 8:S2665-9913(24)00064-X. doi: 10.1016/S2665-9913(24)00064-X. Online ahead of print. Lancet Rheumatol. 2024. PMID: 38734017 Free article.
6,039 results