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Material Type: Artigo
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BAYESIAN LINEAR REGRESSION WITH SPARSE PRIORSCastillo, Ismaël ; Schmidt-Hieber, Johannes ; van der Vaart, AadThe Annals of statistics, 2015-10, Vol.43 (5), p.1986-2018 [Periódico revisado por pares]Hayward: Institute of Mathematical StatisticsTexto completo disponível |
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Material Type: Artigo
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Certified dimension reduction in nonlinear Bayesian inverse problemsZahm, Olivier ; Cui, Tiangang ; Law, Kody ; Spantini, Alessio ; Marzouk, YoussefMathematics of computation, 2022-07, Vol.91 (336), p.1789-1835 [Periódico revisado por pares]American Mathematical SocietyTexto completo disponível |
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EXACT POST-SELECTION INFERENCE, WITH APPLICATION TO THE LASSOLee, Jason D. ; Sun, Dennis L. ; Sun, Yuekai ; Taylor, Jonathan E.The Annals of statistics, 2016-06, Vol.44 (3), p.907-927 [Periódico revisado por pares]Hayward: Institute of Mathematical StatisticsTexto completo disponível |
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Incentives to ExerciseCharness, Gary ; Gneezy, UriEconometrica, 2009-05, Vol.77 (3), p.909-931 [Periódico revisado por pares]Oxford, UK: Blackwell Publishing LtdTexto completo disponível |
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Material Type: Artigo
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A New Coefficient of CorrelationChatterjee, SouravJournal of the American Statistical Association, 2021-10, Vol.116 (536), p.2009-2022 [Periódico revisado por pares]Alexandria: Taylor & FrancisTexto completo disponível |
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Material Type: Artigo
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Estimation and Inference of Heterogeneous Treatment Effects using Random ForestsWager, Stefan ; Athey, SusanJournal of the American Statistical Association, 2018-07, Vol.113 (523), p.1228-1242 [Periódico revisado por pares]Alexandria: Taylor & FrancisTexto completo disponível |
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Material Type: Artigo
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Optimal transport-based machine learning to match specific patterns: application to the detection of molecular regulation patterns in omics dataNguyen, Thi Thanh Yen ; Harchaoui, Warith ; Mégret, Lucile ; Mendoza, Cloé ; Bouaziz, Olivier ; Neri, Christian ; Chambaz, AntoineJournal of the Royal Statistical Society Series C: Applied Statistics, 2024-06, Vol.73 (3), p.639-657 [Periódico revisado por pares]WileyTexto completo disponível |
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Material Type: Artigo
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Penalising Model Component Complexity: A Principled, Practical Approach to Constructing PriorsSimpson, Daniel ; Rue, Håvard ; Riebler, Andrea ; Martins, Thiago G. ; Sørbye, Sigrunn H.Statistical science, 2017-02, Vol.32 (1), p.1-28 [Periódico revisado por pares]Hayward: Institute of Mathematical StatisticsTexto completo disponível |
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Material Type: Artigo
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Balancing Covariates via Propensity Score WeightingLi, Fan ; Morgan, Kari Lock ; Zaslavsky, Alan M.Journal of the American Statistical Association, 2018-01, Vol.113 (521), p.390-400 [Periódico revisado por pares]Alexandria: Taylor & FrancisTexto completo disponível |
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Material Type: Artigo
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A Minimax Optimal Ridge-Type Set Test for Global Hypothesis With Applications in Whole Genome Sequencing Association StudiesLiu, Yaowu ; Li, Zilin ; Lin, XihongJournal of the American Statistical Association, 2022-04, Vol.117 (538), p.897-908 [Periódico revisado por pares]Alexandria: Taylor & FrancisTexto completo disponível |