Nicolai Meinshausen

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Peter BühlmannProfessor of Statistics and Mathematics, ETH ZurichVerified email at stat.math.ethz.ch
Malte MeinshausenA/Prof, University of MelbourneVerified email at unimelb.edu.au
Reto KnuttiProfessor for Climate Physics, ETH ZurichVerified email at env.ethz.ch
Jonas PetersProfessor of Statistics, University of CopenhagenVerified email at math.ku.dk
Christina Heinze-DemlETH ZurichVerified email at stat.math.ethz.ch
Dave FrameProfessor of Climate Change, Victoria University of WellingtonVerified email at vuw.ac.nz
Katja FrielerPotsdam Institute for Climate Impact ResearchVerified email at pik-potsdam.de
Bin YUProfessor of Statistics and EECS, UC BerkeleyVerified email at stat.berkeley.edu
Sebastian SippelETH ZurichVerified email at env.ethz.ch
Lukas MeierETH ZürichVerified email at stat.math.ethz.ch
Rajen D. ShahUniversity of CambridgeVerified email at cam.ac.uk
Erich FischerETH ZurichVerified email at env.ethz.ch
Dominik RothenhäuslerStanford UniversityVerified email at stanford.edu
Brian McWilliamsResearch Scientist, DeepMindVerified email at google.com
Marloes MaathuisETH ZurichVerified email at stat.math.ethz.ch
Ben HamblyProfessor of Mathematics, University of OxfordVerified email at maths.ox.ac.uk
Gareth BondUniversity of OxfordVerified email at ndm.ox.ac.uk
Joris M. MooijProfessor in Mathematical Statistics, Korteweg-de Vries Institute, University of Amsterdam (NL)Verified email at uva.nl
Mathias DrtonProfessor of Mathematical Statistics, Technical University of MunichVerified email at tum.de
Luca WeihsResearch Scientist, Allen Institute for Artificial IntelligenceVerified email at allenai.org

Nicolai Meinshausen

Professor of Statistics, ETH Zurich

Verified email at stat.math.ethz.ch

Causality Machine Learning High-Dimensional Data Computational Statistics


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High-dimensional graphs and variable selection with the lasso N Meinshausen, P Bühlmann The Annals of Statistics 34 (3), 1436-1462, 2006	3516	2006
Greenhouse-gas emission targets for limiting global warming to 2 C M Meinshausen, N Meinshausen, W Hare, SCB Raper, K Frieler, R Knutti, ... Nature 458 (7242), 1158-1162, 2009	2836	2009
Stability selection N Meinshausen, P Bühlmann Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2010	2208	2010
Warming caused by cumulative carbon emissions towards the trillionth tonne MR Allen, DJ Frame, C Huntingford, CD Jones, JA Lowe, M Meinshausen, ... Nature 458 (7242), 1163-1166, 2009	1547	2009
Quantile regression forests N Meinshausen The Journal of Machine Learning Research 7, 983-999, 2006	1052	2006
Lasso-type recovery of sparse representations for high-dimensional data N Meinshausen, B Yu The Annals of Statistics 37 (1), 246-270, 2009	878	2009
Relaxed lasso N Meinshausen Computational Statistics & Data Analysis 52 (1), 374-393, 2007	536	2007
P-values for high-dimensional regression N Meinshausen, L Meier, P Bühlmann Journal of the American Statistical Association 104 (488), 1671-1681, 2009	320	2009
Causal inference by using invariant prediction: identification and confidence intervals J Peters, P Bühlmann, N Meinshausen Journal of the Royal Statistical Society. Series B (Statistical Methodology …, 2016	296	2016
Estimating the proportion of false null hypotheses among a large number of independently tested hypotheses N Meinshausen, J Rice The Annals of Statistics 34 (1), 373-393, 2006	213	2006
MONTE CARLO METHODS FOR THE VALUATION OF MULTIPLE‐EXERCISE OPTIONS N Meinshausen, BM Hambly Mathematical Finance 14 (4), 557-583, 2004	186	2004
High-dimensional inference: confidence intervals, p-values and R-software hdi R Dezeure, P Bühlmann, L Meier, N Meinshausen Statistical science, 533-558, 2015	178	2015
Hierarchical testing of variable importance N Meinshausen Biometrika 95 (2), 265-278, 2008	159	2008
Discussion of: Treelets—an adaptive multi-scale basis for sparse unordered data C Tuglus, MJ van der Laan The Annals of Applied Statistics 2 (2), 489, 2008	158	2008
Historical greenhouse gas concentrations for climate modelling (CMIP6) M Meinshausen, E Vogel, A Nauels, K Lorbacher, N Meinshausen, ... Geoscientific Model Development 10 (5), 2057-2116, 2017	144	2017
Broad range of 2050 warming from an observationally constrained large climate model ensemble DJ Rowlands, DJ Frame, D Ackerley, T Aina, BBB Booth, C Christensen, ... Nature Geoscience 5 (4), 256-260, 2012	143	2012
A polymorphic p53 response element in KIT ligand influences cancer risk and has undergone natural selection J Zeron-Medina, X Wang, E Repapi, MR Campbell, D Su, F Castro-Giner, ... Cell 155 (2), 410-422, 2013	118	2013
Discussion: A tale of three cousins: Lasso, L2Boosting and Dantzig N Meinshausen, G Rocha, B Yu The Annals of Statistics 35 (6), 2373-2384, 2007	93	2007
The effects of climate extremes on global agricultural yields E Vogel, MG Donat, LV Alexander, M Meinshausen, DK Ray, D Karoly, ... Environmental Research Letters 14 (5), 054010, 2019	89	2019
Node harvest N Meinshausen The Annals of Applied Statistics 4 (4), 2049-2072, 2010	86	2010

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