## Van de Geer, Sara Anna

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 Author ID: van-de-geer.sara-a Published as: van de Geer, Sara; Van de Geer, Sara; van de Geer, Sara A.; Van De Geer, Sara; van de Geer, S. A.; Van de Geer, Sara A.; Van De Geer, Sara A.; van de Geer, S. more...less Homepage: http://stat.ethz.ch/~vsara/ External Links: MGP · Wikidata · ResearchGate · GND · IdRef · theses.fr
 Documents Indexed: 98 Publications since 1987, including 6 Books 5 Contributions as Editor Co-Authors: 55 Co-Authors with 75 Joint Publications 1,406 Co-Co-Authors
all top 5

### Co-Authors

 28 single-authored 15 Bühlmann, Peter 6 Nickl, Richard 5 Janková, Jana 5 Kolchinskiĭ, Vladimir I’ich 5 Ortelli, Francesco 4 Wellner, Jon August 3 Elsener, Andreas 3 Lederer, Johannes 3 Mammen, Enno 3 Meier, Lukas 3 Müller, Patric 3 Stucky, Benjamin 3 Tsybakov, Alexandre B. 2 Goeman, Jelle J. 2 Muro, Alan 2 Reiß, Markus 2 Rütimann, Philipp 2 Städler, Nicolas 2 Stougie, Leen 2 Tarigan, Bernadetta 2 Wainwright, Martin J. 2 Wegkamp, Marten H. 2 Zhang, Cun-Hui 1 Baatenburg de Jong, R. J. 1 Bartlett, Peter L. 1 Belitser, Eduard 1 Deheuvels, Paul 1 del Barrio, Eustasio 1 Dezeure, Ruben 1 Dümbgen, Lutz 1 Györfi, László 1 Haccou, Patsy 1 Hebiri, Mohamed 1 Hinz, Peter 1 Klaassen, Chris A. J. 1 Le Cessie, Saskia 1 Linton, Oliver Bruce 1 Loubes, Jean-Michel 1 Lounici, Karim 1 Lugosi, Gábor 1 Maathuis, Marloes H. 1 Marchetti-Spaccamela, Alberto 1 Meelis, Evert 1 Mitchell, Charles 1 Mohammadi, Leila 1 Nielsen, Jens Perch 1 Pontil, Massimiliano 1 Rhee, Wansoo T. 1 Ritov, Ya’acov 1 Schelldorfer, Jürg 1 Steinwart, Ingo 1 van Houwelingen, Hans C. 1 van Zwet, Willem Rutger 1 Veraar, Mark C. 1 Wang, Sven 1 Zhou, Shuheng
all top 5

### Serials

 20 The Annals of Statistics 10 Electronic Journal of Statistics 8 Journal of Statistical Planning and Inference 5 Journal of Machine Learning Research (JMLR) 4 Test 4 Oberwolfach Reports 3 IEEE Transactions on Information Theory 3 Scandinavian Journal of Statistics 3 Stochastic Processes and their Applications 2 Statistica Neerlandica 2 Mathematical Methods of Statistics 2 Bernoulli 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Cambridge Series in Statistical and Probabilistic Mathematics 2 Sankhyā. Series A 1 American Mathematical Monthly 1 Zeitschrift für Angewandte Mathematik und Mechanik (ZAMM) 1 Journal of Multivariate Analysis 1 Statistics & Probability Letters 1 Operations Research Letters 1 Probability Theory and Related Fields 1 Statistical Science 1 IEEE Transactions on Signal Processing 1 Computational Statistics and Data Analysis 1 Mathematical Programming. Series A. Series B 1 Journal of Nonparametric Statistics 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Butlletí de la Societat Catalana de Matemàtiques 1 CWI Tracts 1 Lecture Notes in Mathematics 1 Information and Inference 1 Springer Series in Statistics 1 SIAM/ASA Journal on Uncertainty Quantification 1 Transactions of A. Razmadze Mathematical Institute 1 Mathematical Statistics and Learning 1 EMS Series of Lectures in Mathematics
all top 5

### Fields

 91 Statistics (62-XX) 23 Probability theory and stochastic processes (60-XX) 6 Computer science (68-XX) 5 History and biography (01-XX) 4 General and overarching topics; collections (00-XX) 4 Numerical analysis (65-XX) 4 Operations research, mathematical programming (90-XX) 2 Combinatorics (05-XX) 2 Information and communication theory, circuits (94-XX) 1 Partial differential equations (35-XX) 1 Integral equations (45-XX) 1 Manifolds and cell complexes (57-XX) 1 Systems theory; control (93-XX)

### Citations contained in zbMATH Open

89 Publications have been cited 2,625 times in 1,813 Documents Cited by Year
Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015
Bühlmann, Peter; van de Geer, Sara
2011
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
2008
On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259
van de Geer, Sara; Bühlmann, Peter; Ritov, Ya’acov; Dezeure, Ruben
2014
High-dimensional generalized linear models and the lasso. Zbl 1138.62323
van de Geer, Sara A.
2008
On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425
van de Geer, Sara A.; Bühlmann, Peter
2009
Applications of empirical process theory. Zbl 0953.62049
Van de Geer, Sara A.
2000
High-dimensional additive modeling. Zbl 1360.62186
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
2009
Locally adaptive regression splines. Zbl 0871.62040
Mammen, Enno; van de Geer, Sara
1997
Empirical processes in M-estimation. Reprint of the 2000 hardback ed. Zbl 1179.62073
van de Geer, Sara A.
2010
Oracle inequalities and optimal inference under group sparsity. Zbl 1306.62156
Lounici, Karim; Pontil, Massimiliano; van de Geer, Sara; Tsybakov, Alexandre B.
2011
Hellinger-consistency of certain nonparametric maximum likelihood estimators. Zbl 0779.62033
Van de Geer, Sara
1993
$$\ell_{1}$$-penalization for mixture regression models. Zbl 1203.62128
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
2010
Estimating a regression function. Zbl 0709.62040
van de Geer, Sara
1990
Penalized quasi-likelihood estimation in partial linear models. Zbl 0906.62033
Mammen, Enno; van de Geer, Sara
1997
Exponential inequalities for martingales, with application to maximum likelihood estimation for counting processes. Zbl 0852.60019
van de Geer, Sara
1995
Testing against a high dimensional alternative. Zbl 1110.62002
Goeman, Jelle J.; van de Geer, Sara A.; van Houwelingen, Hans C.
2006
Confidence sets in sparse regression. Zbl 1288.62108
Nickl, Richard; Van De Geer, Sara
2013
Estimation for high-dimensional linear mixed-effects models using $$\ell_1$$-penalization. Zbl 1246.62161
Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara
2011
The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471
van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng
2011
$$\ell_{0}$$-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037
van de Geer, Sara; Bühlmann, Peter
2013
Estimation and testing under sparsity. École d’Été de Probabilités de Saint-Flour XLV – 2015. Zbl 1362.62006
Van de Geer, Sara
2016
Confidence intervals for high-dimensional inverse covariance estimation. Zbl 1328.62458
Janková, Jana; van de Geer, Sara
2015
Classifiers of support vector machine type with $$\ell_1$$ complexity regularization. Zbl 1118.62067
Tarigan, Bernadetta; van de Geer, Sara A.
2006
The smooth-Lasso and other $$\ell _{1}+\ell _{2}$$-penalized methods. Zbl 1274.62443
Hebiri, Mohamed; van de Geer, Sara
2011
Nemirovski’s inequalities revisited. Zbl 1213.60039
Dümbgen, Lutz; van de Geer, Sara A.; Veraar, Mark C.; Wellner, Jon A.
2010
A new approach to least-squares estimation, with applications. Zbl 0625.62046
van de Geer, Sara
1987
Square root penalty: Adaption to the margin in classification and in edge estimation. Zbl 1080.62047
Tsybakov, A. B.; van de Geer, S. A.
2005
Rates of convergence for the maximum likelihood estimator in mixture models. Zbl 0872.62039
van de Geer, Sara
1996
Least squares estimation with complexity penalties. Zbl 1005.62043
van de Geer, Sara
2001
The likelihood ratio test for the change point problem for exponentially distributed random variables. Zbl 0671.62019
Haccou, Patsy; Meelis, Evert; van de Geer, Sara
1987
Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui
2013
Estimating multiplicative and additive hazard functions by kernel methods. Zbl 1040.62089
Linton, Oliver B.; Nielsen, Jens Perch; van de Geer, Sara
2003
Lectures on empirical processes. Theory and statistical applications. Zbl 1132.62001
del Barrio, Eustasio; Deheuvels, Paul; van de Geer, Sara
2007
Adaptive estimation with soft thresholding penalties. Zbl 1090.62534
Loubes, Jean-Michel; van de Geer, Sara
2002
Consistency for the least squares estimator in nonparametric regression. Zbl 0867.62027
van de Geer, Sara; Wegkamp, Marten
1996
The Bernstein-Orlicz norm and deviation inequalities. Zbl 1284.60060
van de Geer, Sara; Lederer, Johannes
2013
The partial linear model in high dimensions. Zbl 1364.62196
Müller, Patric; van de Geer, Sara
2015
High-dimensional inference in misspecified linear models. Zbl 1327.62420
Bühlmann, Peter; van de Geer, Sara
2015
Asymptotic theory for maximum likelihood in nonparametric mixture models. Zbl 1429.62117
van de Geer, Sara
2003
The method of sieves and minimum contrast estimators. Zbl 0831.62029
van de Geer, S.
1995
On Hoeffding’s inequality for dependent random variables. Zbl 1027.60013
van de Geer, Sara A.
2002
On higher order isotropy conditions and lower bounds for sparse quadratic forms. Zbl 1308.62148
van de Geer, Sara; Muro, Alan
2014
Weakly decomposable regularization penalties and structured sparsity. Zbl 1349.62325
van de Geer, Sara
2014
M-estimation using penalties or sieves. Zbl 1030.62026
van de Geer, Sara
2002
Honest confidence regions and optimality in high-dimensional precision matrix estimation. Zbl 1368.62204
Janková, Jana; Van de Geer, Sara
2017
On the uniform convergence of empirical norms and inner products, with application to causal inference. Zbl 1348.62152
van de Geer, Sara
2014
The Lasso, correlated design, and improved oracle inequalities. Zbl 1327.62426
van de Geer, Sara; Lederer, Johannes
2013
Regression analysis and empirical processes. Zbl 0641.62041
van de Geer, S. A.
1988
Robust low-rank matrix estimation. Zbl 1412.62068
Elsener, Andreas; van de Geer, Sara
2018
New concentration inequalities for suprema of empirical processes. Zbl 1355.60026
Lederer, Johannes; Van De Geer, Sara
2014
On concentration for (regularized) empirical risk minimization. Zbl 1380.62085
Van de Geer, Sara; Wainwright, Martin J.
2017
Discussion of: “Grouping strategies and thresholding for high dimension linear models”. Zbl 1432.62112
van de Geer, Sara
2013
Convergence rates for penalized least squares estimators in PDE constrained regression problems. Zbl 1436.62163
Nickl, Richard; van de Geer, Sara; Wang, Sven
2020
Probabilistic analysis of the minimum weighted flowtime scheduling problem. Zbl 0761.90063
Marchetti Spaccamela, Alberto; Rhee, Wan Soo; Stougie, Leen; van de Geer, Sara
1992
Asymptotic normality in mixture models. Zbl 0867.62026
van de Geer, Sara
1995
Semiparametric efficiency bounds for high-dimensional models. Zbl 1420.62308
Janková, Jana; van de Geer, Sara
2018
Statistics for big data: a perspective. Zbl 06892162
Bühlmann, Peter; van de Geer, Sara
2018
On rates of convergence and asymptotic normality in the multiknapsack problem. Zbl 0753.90045
van de Geer, Sara; Stougie, Leen
1991
Quasi-likelihood and/or robust estimation in high dimensions. Zbl 1331.62354
van de Geer, Sara; Müller, Patric
2012
On the total variation regularized estimator over a class of tree graphs. Zbl 1411.62208
Ortelli, Francesco; van de Geer, Sara
2018
Penalized least squares estimation in the additive model with different smoothness for the components. Zbl 1328.62256
van de Geer, Sara; Muro, Alan
2015
Worst possible sub-directions in high-dimensional models. Zbl 1334.62133
Van de Geer, Sara
2016
On tight bounds for the Lasso. Zbl 1467.62127
van de Geer, Sara
2018
Sharp oracle inequalities for square root regularization. Zbl 1441.62188
Stucky, Benjamin; Van de Geer, Sara
2017
Asymptotic confidence regions for high-dimensional structured sparsity. Zbl 1415.94240
Stucky, Benjamin; van de Geer, Sara
2018
On non-asymptotic bounds for estimation in generalized linear models with highly correlated design. Zbl 1176.62071
van de Geer, Sara A.
2007
Rejoinder to the comments on: $$\ell _{1}$$-penalization for mixture regression models. Zbl 1203.62129
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
2010
Adaptive rates for total variation image denoising. Zbl 07306926
Ortelli, Francesco; van de Geer, Sara
2020
Discussion: “A significance test for the lasso”. Zbl 1305.62248
Bühlmann, Peter; Meier, Lukas; van de Geer, Sara
2014
$$\chi^{2}$$-confidence sets in high-dimensional regression. Zbl 1384.62251
Van de Geer, Sara; Stucky, Benjamin
2016
Oracle inequalities for square root analysis estimators with application to total variation penalties. Zbl 1475.62211
Ortelli, Francesco; van de Geer, Sara
2021
De-biased sparse PCA: inference for eigenstructure of large covariance matrices. Zbl 1473.62204
Janková, Jana; van de Geer, Sara
2021
$$\ell _{1}$$-regularization in high-dimensional statistical models. Zbl 05971198
van de Geer, Sara
2011
Censored linear model in high dimensions. Penalised linear regression on high-dimensional data with left-censored response variable. Zbl 1341.62218
Müller, Patric; Van de Geer, Sara
2016
Sparse recovery problems in high dimensions: statistical inference and learning theory. Abstracts from the mini-workshop held March 15th – March 21st, 2009. Zbl 1177.62001
2009
Asymptotics in empirical risk minimization. Zbl 1222.68267
Mohammadi, Leila; Van De Geer, Sara
2005
On the asymptotic variance of the debiased Lasso. Zbl 1429.62311
van de Geer, Sara
2019
Worst possible sub-directions in high-dimensional models. Zbl 1430.62162
van de Geer, Sara
2014
Logistic regression with total variation regularization. Zbl 1458.62153
van de Geer, Sara
2020
Prediction bounds for higher order total variation regularized least squares. Zbl 1486.62205
Ortelli, Francesco; van de Geer, Sara
2021
On robust recursive nonparametric curve estimation. Zbl 0958.62035
Belitser, Eduard; van de Geer, Sara
2000
A moment bound for multi-hinge classifiers. Zbl 1225.68218
Tarigan, Bernadetta; Van De Geer, Sara A.
2008
Predicting survival using disease history: a model combining relative survival and frailty. Zbl 1090.62571
Goeman, J. J.; Le Cessie, S.; Baatenburg de Jong, R. J.; van de Geer, S. A.
2004
Oracle inequalities for local and global empirical risk minimizers. Zbl 1443.62148
Elsener, Andreas; van de Geer, Sara
2019
The mathematical work of Evarist Giné. Zbl 1376.01013
Koltchinskii, Vladimir; Nickl, Richard; Van de Geer, Sara; Wellner, Jon A.
2016
Generic chaining and the $$\ell _{1}$$-penalty. Zbl 1428.62335
Van de Geer, Sara
2013
General oracle inequalities for model selection. Zbl 1326.62076
Mitchell, Charles; van de Geer, Sara
2009
Sharp oracle inequalities for stationary points of nonconvex penalized M-estimators. Zbl 1432.62062
Elsener, Andreas; van de Geer, Sara
2019
Inference in high-dimensional graphical models. Zbl 1442.62143
Janková, Jana; van de Geer, Sara
2019
Oracle inequalities for square root analysis estimators with application to total variation penalties. Zbl 1475.62211
Ortelli, Francesco; van de Geer, Sara
2021
De-biased sparse PCA: inference for eigenstructure of large covariance matrices. Zbl 1473.62204
Janková, Jana; van de Geer, Sara
2021
Prediction bounds for higher order total variation regularized least squares. Zbl 1486.62205
Ortelli, Francesco; van de Geer, Sara
2021
Convergence rates for penalized least squares estimators in PDE constrained regression problems. Zbl 1436.62163
Nickl, Richard; van de Geer, Sara; Wang, Sven
2020
Adaptive rates for total variation image denoising. Zbl 07306926
Ortelli, Francesco; van de Geer, Sara
2020
Logistic regression with total variation regularization. Zbl 1458.62153
van de Geer, Sara
2020
On the asymptotic variance of the debiased Lasso. Zbl 1429.62311
van de Geer, Sara
2019
Oracle inequalities for local and global empirical risk minimizers. Zbl 1443.62148
Elsener, Andreas; van de Geer, Sara
2019
Sharp oracle inequalities for stationary points of nonconvex penalized M-estimators. Zbl 1432.62062
Elsener, Andreas; van de Geer, Sara
2019
Inference in high-dimensional graphical models. Zbl 1442.62143
Janková, Jana; van de Geer, Sara
2019
Robust low-rank matrix estimation. Zbl 1412.62068
Elsener, Andreas; van de Geer, Sara
2018
Semiparametric efficiency bounds for high-dimensional models. Zbl 1420.62308
Janková, Jana; van de Geer, Sara
2018
Statistics for big data: a perspective. Zbl 06892162
Bühlmann, Peter; van de Geer, Sara
2018
On the total variation regularized estimator over a class of tree graphs. Zbl 1411.62208
Ortelli, Francesco; van de Geer, Sara
2018
On tight bounds for the Lasso. Zbl 1467.62127
van de Geer, Sara
2018
Asymptotic confidence regions for high-dimensional structured sparsity. Zbl 1415.94240
Stucky, Benjamin; van de Geer, Sara
2018
Honest confidence regions and optimality in high-dimensional precision matrix estimation. Zbl 1368.62204
Janková, Jana; Van de Geer, Sara
2017
On concentration for (regularized) empirical risk minimization. Zbl 1380.62085
Van de Geer, Sara; Wainwright, Martin J.
2017
Sharp oracle inequalities for square root regularization. Zbl 1441.62188
Stucky, Benjamin; Van de Geer, Sara
2017
Estimation and testing under sparsity. École d’Été de Probabilités de Saint-Flour XLV – 2015. Zbl 1362.62006
Van de Geer, Sara
2016
Worst possible sub-directions in high-dimensional models. Zbl 1334.62133
Van de Geer, Sara
2016
$$\chi^{2}$$-confidence sets in high-dimensional regression. Zbl 1384.62251
Van de Geer, Sara; Stucky, Benjamin
2016
Censored linear model in high dimensions. Penalised linear regression on high-dimensional data with left-censored response variable. Zbl 1341.62218
Müller, Patric; Van de Geer, Sara
2016
The mathematical work of Evarist Giné. Zbl 1376.01013
Koltchinskii, Vladimir; Nickl, Richard; Van de Geer, Sara; Wellner, Jon A.
2016
Confidence intervals for high-dimensional inverse covariance estimation. Zbl 1328.62458
Janková, Jana; van de Geer, Sara
2015
The partial linear model in high dimensions. Zbl 1364.62196
Müller, Patric; van de Geer, Sara
2015
High-dimensional inference in misspecified linear models. Zbl 1327.62420
Bühlmann, Peter; van de Geer, Sara
2015
Penalized least squares estimation in the additive model with different smoothness for the components. Zbl 1328.62256
van de Geer, Sara; Muro, Alan
2015
On asymptotically optimal confidence regions and tests for high-dimensional models. Zbl 1305.62259
van de Geer, Sara; Bühlmann, Peter; Ritov, Ya&rsquo;acov; Dezeure, Ruben
2014
On higher order isotropy conditions and lower bounds for sparse quadratic forms. Zbl 1308.62148
van de Geer, Sara; Muro, Alan
2014
Weakly decomposable regularization penalties and structured sparsity. Zbl 1349.62325
van de Geer, Sara
2014
On the uniform convergence of empirical norms and inner products, with application to causal inference. Zbl 1348.62152
van de Geer, Sara
2014
New concentration inequalities for suprema of empirical processes. Zbl 1355.60026
Lederer, Johannes; Van De Geer, Sara
2014
Discussion: “A significance test for the lasso”. Zbl 1305.62248
Bühlmann, Peter; Meier, Lukas; van de Geer, Sara
2014
Worst possible sub-directions in high-dimensional models. Zbl 1430.62162
van de Geer, Sara
2014
Confidence sets in sparse regression. Zbl 1288.62108
Nickl, Richard; Van De Geer, Sara
2013
$$\ell_{0}$$-penalized maximum likelihood for sparse directed acyclic graphs. Zbl 1267.62037
van de Geer, Sara; Bühlmann, Peter
2013
Correlated variables in regression: clustering and sparse estimation. Zbl 1278.62103
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui
2013
The Bernstein-Orlicz norm and deviation inequalities. Zbl 1284.60060
van de Geer, Sara; Lederer, Johannes
2013
The Lasso, correlated design, and improved oracle inequalities. Zbl 1327.62426
van de Geer, Sara; Lederer, Johannes
2013
Discussion of: “Grouping strategies and thresholding for high dimension linear models”. Zbl 1432.62112
van de Geer, Sara
2013
Generic chaining and the $$\ell _{1}$$-penalty. Zbl 1428.62335
Van de Geer, Sara
2013
Quasi-likelihood and/or robust estimation in high dimensions. Zbl 1331.62354
van de Geer, Sara; Müller, Patric
2012
Statistics for high-dimensional data. Methods, theory and applications. Zbl 1273.62015
Bühlmann, Peter; van de Geer, Sara
2011
Oracle inequalities and optimal inference under group sparsity. Zbl 1306.62156
Lounici, Karim; Pontil, Massimiliano; van de Geer, Sara; Tsybakov, Alexandre B.
2011
Estimation for high-dimensional linear mixed-effects models using $$\ell_1$$-penalization. Zbl 1246.62161
Schelldorfer, Jürg; Bühlmann, Peter; van de Geer, Sara
2011
The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso). Zbl 1274.62471
van de Geer, Sara; Bühlmann, Peter; Zhou, Shuheng
2011
The smooth-Lasso and other $$\ell _{1}+\ell _{2}$$-penalized methods. Zbl 1274.62443
Hebiri, Mohamed; van de Geer, Sara
2011
$$\ell _{1}$$-regularization in high-dimensional statistical models. Zbl 05971198
van de Geer, Sara
2011
Empirical processes in M-estimation. Reprint of the 2000 hardback ed. Zbl 1179.62073
van de Geer, Sara A.
2010
$$\ell_{1}$$-penalization for mixture regression models. Zbl 1203.62128
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
2010
Nemirovski’s inequalities revisited. Zbl 1213.60039
Dümbgen, Lutz; van de Geer, Sara A.; Veraar, Mark C.; Wellner, Jon A.
2010
Rejoinder to the comments on: $$\ell _{1}$$-penalization for mixture regression models. Zbl 1203.62129
Städler, Nicolas; Bühlmann, Peter; Van de Geer, Sara
2010
On the conditions used to prove oracle results for the Lasso. Zbl 1327.62425
van de Geer, Sara A.; Bühlmann, Peter
2009
High-dimensional additive modeling. Zbl 1360.62186
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
2009
Sparse recovery problems in high dimensions: statistical inference and learning theory. Abstracts from the mini-workshop held March 15th – March 21st, 2009. Zbl 1177.62001
2009
General oracle inequalities for model selection. Zbl 1326.62076
Mitchell, Charles; van de Geer, Sara
2009
The group Lasso for logistic regression. Zbl 1400.62276
Meier, Lukas; van de Geer, Sara; Bühlmann, Peter
2008
High-dimensional generalized linear models and the lasso. Zbl 1138.62323
van de Geer, Sara A.
2008
A moment bound for multi-hinge classifiers. Zbl 1225.68218
Tarigan, Bernadetta; Van De Geer, Sara A.
2008
Lectures on empirical processes. Theory and statistical applications. Zbl 1132.62001
del Barrio, Eustasio; Deheuvels, Paul; van de Geer, Sara
2007
On non-asymptotic bounds for estimation in generalized linear models with highly correlated design. Zbl 1176.62071
van de Geer, Sara A.
2007
Testing against a high dimensional alternative. Zbl 1110.62002
Goeman, Jelle J.; van de Geer, Sara A.; van Houwelingen, Hans C.
2006
Classifiers of support vector machine type with $$\ell_1$$ complexity regularization. Zbl 1118.62067
Tarigan, Bernadetta; van de Geer, Sara A.
2006
Square root penalty: Adaption to the margin in classification and in edge estimation. Zbl 1080.62047
Tsybakov, A. B.; van de Geer, S. A.
2005
Asymptotics in empirical risk minimization. Zbl 1222.68267
Mohammadi, Leila; Van De Geer, Sara
2005
Predicting survival using disease history: a model combining relative survival and frailty. Zbl 1090.62571
Goeman, J. J.; Le Cessie, S.; Baatenburg de Jong, R. J.; van de Geer, S. A.
2004
Estimating multiplicative and additive hazard functions by kernel methods. Zbl 1040.62089
Linton, Oliver B.; Nielsen, Jens Perch; van de Geer, Sara
2003
Asymptotic theory for maximum likelihood in nonparametric mixture models. Zbl 1429.62117
van de Geer, Sara
2003
Adaptive estimation with soft thresholding penalties. Zbl 1090.62534
Loubes, Jean-Michel; van de Geer, Sara
2002
On Hoeffding’s inequality for dependent random variables. Zbl 1027.60013
van de Geer, Sara A.
2002
M-estimation using penalties or sieves. Zbl 1030.62026
van de Geer, Sara
2002
Least squares estimation with complexity penalties. Zbl 1005.62043
van de Geer, Sara
2001
Applications of empirical process theory. Zbl 0953.62049
Van de Geer, Sara A.
2000
On robust recursive nonparametric curve estimation. Zbl 0958.62035
Belitser, Eduard; van de Geer, Sara
2000
Locally adaptive regression splines. Zbl 0871.62040
Mammen, Enno; van de Geer, Sara
1997
Penalized quasi-likelihood estimation in partial linear models. Zbl 0906.62033
Mammen, Enno; van de Geer, Sara
1997
Rates of convergence for the maximum likelihood estimator in mixture models. Zbl 0872.62039
van de Geer, Sara
1996
Consistency for the least squares estimator in nonparametric regression. Zbl 0867.62027
van de Geer, Sara; Wegkamp, Marten
1996
Exponential inequalities for martingales, with application to maximum likelihood estimation for counting processes. Zbl 0852.60019
van de Geer, Sara
1995
The method of sieves and minimum contrast estimators. Zbl 0831.62029
van de Geer, S.
1995
Asymptotic normality in mixture models. Zbl 0867.62026
van de Geer, Sara
1995
Hellinger-consistency of certain nonparametric maximum likelihood estimators. Zbl 0779.62033
Van de Geer, Sara
1993
Probabilistic analysis of the minimum weighted flowtime scheduling problem. Zbl 0761.90063
Marchetti Spaccamela, Alberto; Rhee, Wan Soo; Stougie, Leen; van de Geer, Sara
1992
On rates of convergence and asymptotic normality in the multiknapsack problem. Zbl 0753.90045
van de Geer, Sara; Stougie, Leen
1991
Estimating a regression function. Zbl 0709.62040
van de Geer, Sara
1990
Regression analysis and empirical processes. Zbl 0641.62041
van de Geer, S. A.
1988
A new approach to least-squares estimation, with applications. Zbl 0625.62046
van de Geer, Sara
1987
The likelihood ratio test for the change point problem for exponentially distributed random variables. Zbl 0671.62019
Haccou, Patsy; Meelis, Evert; van de Geer, Sara
1987
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### Cited by 2,692 Authors

 56 Van de Geer, Sara Anna 45 Bühlmann, Peter 25 Lian, Heng 24 Huang, Jian 23 Fan, Jianqing 23 Tsybakov, Alexandre B. 18 Ma, Shuangge 17 Cheng, Guang 17 Mammen, Enno 17 Nickl, Richard 16 Zhang, Cun-Hui 13 Bradic, Jelena 13 Cui, Hengjian 13 Li, Runze 13 Wainwright, Martin J. 12 Dalalyan, Arnak S. 12 Liu, Han 12 Wellner, Jon August 11 Chernozhukov, Victor 11 Kolchinskiĭ, Vladimir I’ich 11 Lecué, Guillaume 11 Liang, Hua 11 Samworth, Richard J. 10 Wasserman, Larry Alan 10 Wegkamp, Marten H. 10 Zhu, Lixing 9 Guntuboyina, Adityanand 9 Lederer, Johannes 9 Lv, Jinchi 9 Meinshausen, Nicolai 9 Mendelson, Shahar 9 Munk, Axel 9 Sen, Bodhisattva 9 Tutz, Gerhard E. 9 Vieu, Philippe 9 Yuan, Ming 8 Alquier, Pierre 8 Cai, Tony Tony 8 Fan, Yingying 8 Kock, Anders Bredahl 8 Kohler, Michael 8 Liu, Yufeng 8 Raskutti, Garvesh 8 Shojaie, Ali 7 Aneiros-Pérez, Germán 7 Bellec, Pierre C. 7 Belloni, Alexandre 7 Bunea, Florentina 7 Candès, Emmanuel J. 7 Chatterjee, Sabyasachi 7 Claeskens, Gerda 7 Ghosal, Subhashis 7 Groeneboom, Piet 7 Honda, Toshio 7 Jiao, Yuling 7 Klopp, Olga 7 Kosorok, Michael R. 7 Kovac, Arne 7 Li, Hongzhe 7 Linton, Oliver Bruce 7 Loubes, Jean-Michel 7 Shang, Zuofeng 7 Suzuki, Taiji 7 Taylor, Jonathan E. 7 Tibshirani, Robert John 7 Tibshirani, Ryan J. 7 Zhang, Tong 7 Zheng, Zemin 7 Zou, Hui 6 Antoniadis, Anestis 6 Baraud, Yannick 6 Bartlett, Peter L. 6 Birgé, Lucien 6 Chetverikov, Denis 6 Fan, Xiequan 6 Gaïffas, Stéphane 6 Guo, Zijian 6 Hall, Peter Gavin 6 Han, Qiyang 6 Jordan, Michael Irwin 6 Kolar, Mladen 6 Koo, Ja-Yong 6 Lahiri, Soumendra Nath 6 Lei, Jing 6 Liao, Yuan 6 Meier, Lukas 6 Rigollet, Philippe 6 Rinaldo, Alessandro 6 Shah, Rajen Dinesh 6 Sun, Qiang 6 Van der Vaart, Adrianus Willem 6 Yu, Bin 6 Zhu, Ji 5 Carpentier, Alexandra 5 Davies, Patrick Laurie 5 Fadili, Jalal M. 5 Fang, Kuangnan 5 Foygel Barber, Rina 5 Guilloux, Agathe 5 Horowitz, Joel L. ...and 2,592 more Authors
all top 5

### Cited in 217 Serials

 274 The Annals of Statistics 156 Electronic Journal of Statistics 84 Computational Statistics and Data Analysis 71 Journal of Multivariate Analysis 65 Bernoulli 63 Journal of Statistical Planning and Inference 61 Journal of the American Statistical Association 48 Journal of Machine Learning Research (JMLR) 41 Journal of Econometrics 31 Statistics and Computing 28 Statistics & Probability Letters 27 Statistical Science 25 Annals of the Institute of Statistical Mathematics 25 Communications in Statistics. Theory and Methods 24 Journal of Nonparametric Statistics 24 The Annals of Applied Statistics 21 Mathematical Programming. Series A. Series B 20 Probability Theory and Related Fields 20 Journal of Statistical Computation and Simulation 20 Test 20 Statistica Sinica 19 Biometrics 19 Statistics 19 Stochastic Processes and their Applications 18 Journal of Applied Statistics 17 Scandinavian Journal of Statistics 17 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 16 Computational Statistics 16 Communications in Statistics. Simulation and Computation 15 Journal of Computational and Graphical Statistics 14 Machine Learning 14 Statistical Papers 11 Metrika 11 Econometric Theory 10 Science China. Mathematics 9 Psychometrika 9 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 9 Journal of the Royal Statistical Society. Series B. Statistical Methodology 9 SIAM Journal on Mathematics of Data Science 8 Neural Computation 7 The Canadian Journal of Statistics 7 Biometrical Journal 7 Journal of Optimization Theory and Applications 7 Econometric Reviews 7 Comptes Rendus. Mathématique. Académie des Sciences, Paris 7 Statistical Applications in Genetics and Molecular Biology 7 Journal of the Korean Statistical Society 7 Advances in Data Analysis and Classification. ADAC 6 European Journal of Operational Research 6 Mathematical Methods of Statistics 6 Acta Mathematica Sinica. English Series 6 Statistical Methods and Applications 6 Sankhyā. Series A 5 Inverse Problems 5 Journal of Complexity 5 SIAM Journal on Optimization 5 Journal of Mathematical Imaging and Vision 5 Computational Optimization and Applications 5 Applied and Computational Harmonic Analysis 5 Lifetime Data Analysis 5 AStA. Advances in Statistical Analysis 5 SIAM Journal on Imaging Sciences 5 Journal of the Operations Research Society of China 4 Journal of the Franklin Institute 4 The Annals of Probability 4 Acta Mathematicae Applicatae Sinica. English Series 4 Journal of Theoretical Probability 4 The Annals of Applied Probability 4 Journal of Global Optimization 4 Journal of the European Mathematical Society (JEMS) 4 Analysis and Applications (Singapore) 4 Mathematical Statistics and Learning 4 Japanese Journal of Statistics and Data Science 3 Journal of Mathematical Analysis and Applications 3 Automatica 3 Operations Research 3 Statistica Neerlandica 3 Operations Research Letters 3 Constructive Approximation 3 Annals of Operations Research 3 Pattern Recognition 3 SIAM Journal on Scientific Computing 3 Electronic Communications in Probability 3 Optimization Methods & Software 3 Foundations of Computational Mathematics 3 Journal of Systems Science and Complexity 3 Acta Mathematica Scientia. Series B. (English Edition) 3 Computational & Mathematical Methods in Medicine 3 Journal of Statistical Theory and Practice 3 Statistics Surveys 3 Sankhyā. Series B 3 SIAM/ASA Journal on Uncertainty Quantification 2 International Journal of Control 2 Lithuanian Mathematical Journal 2 Mathematical Biosciences 2 Journal of Computational and Applied Mathematics 2 SIAM Journal on Numerical Analysis 2 Chinese Annals of Mathematics. Series B 2 International Journal of Approximate Reasoning 2 Mathematical and Computer Modelling ...and 117 more Serials
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### Cited in 32 Fields

 1,588 Statistics (62-XX) 212 Numerical analysis (65-XX) 198 Probability theory and stochastic processes (60-XX) 160 Computer science (68-XX) 128 Operations research, mathematical programming (90-XX) 51 Biology and other natural sciences (92-XX) 40 Information and communication theory, circuits (94-XX) 35 Functional analysis (46-XX) 31 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 22 Calculus of variations and optimal control; optimization (49-XX) 19 Combinatorics (05-XX) 15 Approximations and expansions (41-XX) 15 Systems theory; control (93-XX) 13 Linear and multilinear algebra; matrix theory (15-XX) 11 Operator theory (47-XX) 10 Partial differential equations (35-XX) 9 Harmonic analysis on Euclidean spaces (42-XX) 7 Convex and discrete geometry (52-XX) 5 General and overarching topics; collections (00-XX) 5 Integral equations (45-XX) 4 History and biography (01-XX) 4 Ordinary differential equations (34-XX) 4 Statistical mechanics, structure of matter (82-XX) 3 Real functions (26-XX) 3 Manifolds and cell complexes (57-XX) 2 Global analysis, analysis on manifolds (58-XX) 1 Special functions (33-XX) 1 Differential geometry (53-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX)

### Wikidata Timeline

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