Peter Bühlmann
1996–2026 年に発表
- 140
- 論文数
- 31,997
- 被引用数
- 65
- h 指数
- 110
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science29.1%
- Biochemistry, Genetics and Molecular Biology20.9%
- Mathematics14.4%
- Medicine11.4%
- Engineering8.6%
- Neuroscience2.6%
- その他13%
トピック
- Statistical Methods and Inference6.6%
- Gene expression and cancer classification4.8%
- Bioinformatics and Genomic Networks3.7%
- Bayesian Modeling and Causal Inference3.5%
- Sparse and Compressive Sensing Techniques2.6%
- Bayesian Methods and Mixture Models2.2%
- その他76.6%
共著者
- Nicolai Meinshausen18
- Markus Kalisch16
- Jonas Peters11
- Sara van de Geer10
- Lukas Meier8
- Marloes H. Maathuis8
- Bin Yu7
- Alain Hauser5
- Marcel Dettling5
- Wilhelm Gruissem5
- Daniel J. Stekhoven4
- Lars Hennig4
- Malte Londschien4
- Solt Kovács4
- Torsten Hothorn4
- Anja Wille3
- Bernhard Schölkopf3
- Corinne Dahinden3
- Diego Colombo3
- Drago Plečko3
- Juan L. Gamella3
- Laura Buzdugan3
- Martin Mächler3
- Nicolas Bennett3
全論文
- MissForest - non-parametric missing value imputation for mixed-type data
著者: Daniel J. Stekhoven, Peter Bühlmann - Bioinformatics, Bioinform. 2011 被引用: 6,109
- Stability Selection
著者: Nicolai Meinshausen, Peter Bühlmann - Journal of the Royal Statistical Society Series B (Statistical Methodology) 2010 被引用: 2,135
- High dimensional graphs and variable selection with the Lasso
著者: Nicolai Meinshausen, Peter Bühlmann - The Annals of Statistics 2006 被引用: 2,741
- Statistics for High-Dimensional Data
著者: Peter Bühlmann, Sara van de Geer - Springer series in statistics 2011 被引用: 1,620
- The Group Lasso for Logistic Regression
著者: Lukas Meier, Sara van de Geer, Peter Bühlmann - Journal of the Royal Statistical Society Series B (Statistical Methodology) 2008 被引用: 1,720
- On asymptotically optimal confidence regions and tests for high-dimensional models
著者: Sara van de Geer, Peter Bühlmann, Ya’acov Ritov, Ruben Dezeure - The Annals of Statistics 2014 被引用: 801
- Boosting With theL2Loss
著者: Peter Bühlmann, Bin Yu - Journal of the American Statistical Association 2003 被引用: 864
- Bagging, Boosting and Ensemble Methods
著者: Peter Bühlmann - Handbook of Computational Statistics 2011 被引用: 375
- Analyzing bagging
著者: Peter Bühlmann, Bin Yu - The Annals of Statistics 2002 被引用: 591
- Predicting sepsis using deep learning across international sites: a retrospective development and validation study
著者: Michael Moor, Nicolas Bennett, Drago Plečko, Max Horn, Bastian Rieck, Nicolai Meinshausen, Peter Bühlmann, Karsten Borgwardt - EClinicalMedicine 2023 被引用: 97
- Causal Inference Using Graphical Models with theRPackagepcalg
著者: Markus Kalisch, Martin Mächler, Diego Colombo, Marloes H. Maathuis, Peter Bühlmann - Journal of Statistical Software 2012 被引用: 541
- BOOSTING ALGORITHMS: REGULARIZATION, PREDICTION AND MODEL FITTING
著者: Peter Bühlmann, Torsten Hothorn - Statistical Science 2007 被引用: 738
- CAM: Causal Additive Models, high-dimensional order search and penalized regression
著者: Peter Bühlmann, Jonas Peters, Jan Ernest - The Annals of Statistics 2014 被引用: 214
- Identifiability of Gaussian structural equation models with equal error variances
著者: Jonas Peters, Peter Bühlmann - Biometrika 2013 被引用: 223
- Structural Intervention Distance for Evaluating Causal Graphs
著者: Jonas Peters, Peter Bühlmann - Neural Computation, Neural Comput. 2015 被引用: 99
- Analyzing gene expression data in terms of gene sets: methodological issues
著者: Jelle J. Goeman, Peter Bühlmann - Bioinformatics, Bioinform. 2007 被引用: 833
- Estimating high-dimensional intervention effects from observational data
著者: Marloes H. Maathuis, Markus Kalisch, Peter Bühlmann - The Annals of Statistics 2009 被引用: 325
- A systematic comparison and evaluation of biclustering methods for gene expression data
著者: Amela Prelic, Stefan Bleuler, Philip Zimmermann, Anja Wille, Peter Bühlmann, Wilhelm Gruissem, Lars Hennig, Lothar Thiele, Eckart Zitzler - Bioinformatics, Bioinform. 2006 被引用: 918
- On the conditions used to prove oracle results for the Lasso
著者: Sara A. van de Geer, Peter Bühlmann - Electronic Journal of Statistics 2009 被引用: 719
- High-Dimensional Statistics with a View Toward Applications in Biology
著者: Peter Bühlmann, Markus Kalisch, Lukas Meier - Annual Review of Statistics and Its Application 2014 被引用: 278
- Arabidopsis GERANYLGERANYL DIPHOSPHATE SYNTHASE 11 is a hub isozyme required for the production of most photosynthesis‐related isoprenoids
著者: M. Águila Ruiz‐Sola, Diana Coman, Gilles Beck, M. Victoria Barja, Maite Colinas, Alexander Graf, Ralf Welsch, Philipp Rütimann, Peter Bühlmann, Laurent Bigler, Wilhelm Gruissem, Manuel Rodrı́guez-Concepción, Eva Vranová - New Phytologist 2015 被引用: 157
- Anchor Regression: Heterogeneous Data Meet Causality
著者: Dominik Rothenhaüsler, Nicolai Meinshausen, Peter Bühlmann, Jonas Peters - Journal of the Royal Statistical Society Series B (Statistical Methodology) 2021 被引用: 82
- Methods for causal inference from gene perturbation experiments and validation
著者: Nicolai Meinshausen, Alain Hauser, Joris M. Mooij, Jonas Peters, Philip Versteeg, Peter Bühlmann - National Academy of Sciences, Proceedings of the National Academy of Sciences 2016 被引用: 142
- openalex_id:w2963535485
著者: Niklas Pfister, Peter Bühlmann, Bernhard Schölkopf, Jonas Peters 被引用: 186
