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
Sebastian SippelETH ZurichVerified email at env.ethz.ch
Bin YUProfessor of Statistics and EECS, UC BerkeleyVerified email at stat.berkeley.edu
Lukas MeierETH ZürichVerified email at stat.math.ethz.ch
Erich FischerETH ZurichVerified email at env.ethz.ch
Rajen D. ShahUniversity of CambridgeVerified email at cam.ac.uk
Brian McWilliamsResearch Scientist, DeepMindVerified email at google.com
Dominik RothenhäuslerStanford UniversityVerified email at stanford.edu
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	3678	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	2952	2009
Stability selection N Meinshausen, P Bühlmann Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2010	2295	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	1584	2009
Quantile regression forests N Meinshausen The Journal of Machine Learning Research 7, 983-999, 2006	1177	2006
Lasso-type recovery of sparse representations for high-dimensional data N Meinshausen, B Yu The Annals of Statistics 37 (1), 246-270, 2009	901	2009
Relaxed lasso N Meinshausen Computational Statistics & Data Analysis 52 (1), 374-393, 2007	550	2007
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	368	2016
P-values for high-dimensional regression N Meinshausen, L Meier, P Bühlmann Journal of the American Statistical Association 104 (488), 1671-1681, 2009	335	2009
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	220	2006
High-dimensional inference: confidence intervals, p-values and R-software hdi R Dezeure, P Bühlmann, L Meier, N Meinshausen Statistical science, 533-558, 2015	194	2015
MONTE CARLO METHODS FOR THE VALUATION OF MULTIPLE‐EXERCISE OPTIONS N Meinshausen, BM Hambly Mathematical Finance 14 (4), 557-583, 2004	189	2004
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	171	2017
Hierarchical testing of variable importance N Meinshausen Biometrika 95 (2), 265-278, 2008	167	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	163	2008
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	146	2012
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	127	2019
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	120	2013
Invariant causal prediction for nonlinear models C Heinze-Deml, J Peters, N Meinshausen Journal of Causal Inference 6 (2), 2018	113	2018
Node harvest N Meinshausen The Annals of Applied Statistics 4 (4), 2049-2072, 2010	93	2010

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