Huling, Jared D.; Smith, Maureen A.; Chen, Guanhua A two-part framework for estimating individualized treatment rules from semicontinuous outcomes. (English) Zbl 07329719 J. Am. Stat. Assoc. 116, No. 533, 210-223 (2021). MSC: 62P10 62J07 68T05 PDF BibTeX XML Cite \textit{J. D. Huling} et al., J. Am. Stat. Assoc. 116, No. 533, 210--223 (2021; Zbl 07329719) Full Text: DOI
Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Yanyan Fitting sparse linear models under the sufficient and necessary condition for model identification. (English) Zbl 1456.62143 Stat. Probab. Lett. 168, Article ID 108925, 7 p. (2021). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{J. Huang} et al., Stat. Probab. Lett. 168, Article ID 108925, 7 p. (2021; Zbl 1456.62143) Full Text: DOI
van de Geer, Sara Logistic regression with total variation regularization. (English) Zbl 07300705 Trans. A. Razmadze Math. Inst. 174, No. 2, 217-233 (2020). MSC: 62J12 62G10 PDF BibTeX XML Cite \textit{S. van de Geer}, Trans. A. Razmadze Math. Inst. 174, No. 2, 217--233 (2020; Zbl 07300705) Full Text: Link
Gao, Chao; van der Vaart, Aad W.; Zhou, Harrison H. A general framework for Bayes structured linear models. (English) Zbl 07285316 Ann. Stat. 48, No. 5, 2848-2878 (2020). MSC: 62C10 62F15 62J05 PDF BibTeX XML Cite \textit{C. Gao} et al., Ann. Stat. 48, No. 5, 2848--2878 (2020; Zbl 07285316) Full Text: DOI Euclid
Liu, Tiantian; Goldberg, Yair Kernel machines with missing responses. (English) Zbl 1454.62128 Electron. J. Stat. 14, No. 2, 3766-3820 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62G08 62D10 62H30 PDF BibTeX XML Cite \textit{T. Liu} and \textit{Y. Goldberg}, Electron. J. Stat. 14, No. 2, 3766--3820 (2020; Zbl 1454.62128) Full Text: DOI Euclid
Dalalyan, Arnak S. Exponential weights in multivariate regression and a low-rankness favoring prior. (English. French summary) Zbl 1439.62164 Ann. Inst. Henri Poincaré, Probab. Stat. 56, No. 2, 1465-1483 (2020). MSC: 62J05 62H12 60E15 PDF BibTeX XML Cite \textit{A. S. Dalalyan}, Ann. Inst. Henri Poincaré, Probab. Stat. 56, No. 2, 1465--1483 (2020; Zbl 1439.62164) Full Text: DOI Euclid
Li, Housen; Werner, Frank Empirical risk minimization as parameter choice rule for general linear regularization methods. (English. French summary) Zbl 1439.62096 Ann. Inst. Henri Poincaré, Probab. Stat. 56, No. 1, 405-427 (2020). MSC: 62G05 62G20 65J22 65J20 PDF BibTeX XML Cite \textit{H. Li} and \textit{F. Werner}, Ann. Inst. Henri Poincaré, Probab. Stat. 56, No. 1, 405--427 (2020; Zbl 1439.62096) Full Text: DOI Euclid
Milbradt, Cassandra; Wahl, Martin High-probability bounds for the reconstruction error of PCA. (English) Zbl 1440.62233 Stat. Probab. Lett. 161, Article ID 108741, 6 p. (2020). MSC: 62H25 68T05 PDF BibTeX XML Cite \textit{C. Milbradt} and \textit{M. Wahl}, Stat. Probab. Lett. 161, Article ID 108741, 6 p. (2020; Zbl 1440.62233) Full Text: DOI
Luu, Tung Duy; Fadili, Jalal; Chesneau, Christophe Sharp oracle inequalities for low-complexity priors. (English) Zbl 1439.62141 Ann. Inst. Stat. Math. 72, No. 2, 353-397 (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62H12 62H10 62R10 60E15 PDF BibTeX XML Cite \textit{T. D. Luu} et al., Ann. Inst. Stat. Math. 72, No. 2, 353--397 (2020; Zbl 1439.62141) Full Text: DOI
Serra, Paulo; Mandjes, Michel Estimation of local degree distributions via local weighted averaging and Monte Carlo cross-validation. (English) Zbl 07160698 Comput. Stat. Data Anal. 144, Article ID 106886, 21 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{P. Serra} and \textit{M. Mandjes}, Comput. Stat. Data Anal. 144, Article ID 106886, 21 p. (2020; Zbl 07160698) Full Text: DOI
Elsener, Andreas; van de Geer, Sara Oracle inequalities for local and global empirical risk minimizers. (English) Zbl 1443.62148 Boche, Holger (ed.) et al., Compressed sensing and its applications. Selected papers of the third international MATHEON conference, TU Berlin, Berlin, Germany, December 4–8, 2017. Cham: Birkhäuser. Appl. Numer. Harmon. Anal., 211-236 (2019). MSC: 62H12 62H30 62G30 60E15 PDF BibTeX XML Cite \textit{A. Elsener} and \textit{S. van de Geer}, in: Compressed sensing and its applications. Selected papers of the third international MATHEON conference, TU Berlin, Berlin, Germany, December 4--8, 2017. Cham: Birkhäuser. 211--236 (2019; Zbl 1443.62148) Full Text: DOI
Bertin, Karine; El Kolei, Salima; Klutchnikoff, Nicolas Adaptive density estimation on bounded domains. (English. French summary) Zbl 1436.62118 Ann. Inst. Henri Poincaré, Probab. Stat. 55, No. 4, 1916-1947 (2019). MSC: 62G07 62G05 62H12 62G20 PDF BibTeX XML Cite \textit{K. Bertin} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 55, No. 4, 1916--1947 (2019; Zbl 1436.62118) Full Text: DOI Euclid
Zhang, Xiao-Juan; Du, Xue-Wu; Yang, Zhen-Ping; Lin, Gui-Hua An infeasible stochastic approximation and projection algorithm for stochastic variational inequalities. (English) Zbl 07142456 J. Optim. Theory Appl. 183, No. 3, 1053-1076 (2019). MSC: 65K15 90C33 90C15 PDF BibTeX XML Cite \textit{X.-J. Zhang} et al., J. Optim. Theory Appl. 183, No. 3, 1053--1076 (2019; Zbl 07142456) Full Text: DOI
Gasnikov, A. V.; Dvurechensky, P. E.; Stonyakin, F. S.; Titov, A. A. An adaptive proximal method for variational inequalities. (English. Russian original) Zbl 07126107 Comput. Math. Math. Phys. 59, No. 5, 836-841 (2019); translation from Zh. Vychisl. Mat. Mat. Fiz. 59, No. 5, 889-894 (2019). MSC: 47 65 PDF BibTeX XML Cite \textit{A. V. Gasnikov} et al., Comput. Math. Math. Phys. 59, No. 5, 836--841 (2019; Zbl 07126107); translation from Zh. Vychisl. Mat. Mat. Fiz. 59, No. 5, 889--894 (2019) Full Text: DOI
Han, Qiyang; Wang, Tengyao; Chatterjee, Sabyasachi; Samworth, Richard J. Isotonic regression in general dimensions. (English) Zbl 1437.62124 Ann. Stat. 47, No. 5, 2440-2471 (2019). Reviewer: Dimitrios Bagkavos (Ioannina) MSC: 62G05 62G08 62C20 PDF BibTeX XML Cite \textit{Q. Han} et al., Ann. Stat. 47, No. 5, 2440--2471 (2019; Zbl 1437.62124) Full Text: DOI Euclid arXiv
Li, Housen; Guo, Qinghai; Munk, Axel Multiscale change-point segmentation: beyond step functions. (English) Zbl 1429.62145 Electron. J. Stat. 13, No. 2, 3254-3296 (2019). MSC: 62G08 62G20 62G35 PDF BibTeX XML Cite \textit{H. Li} et al., Electron. J. Stat. 13, No. 2, 3254--3296 (2019; Zbl 1429.62145) Full Text: DOI Euclid arXiv
Ngoc, Thanh Mai Pham Adaptive optimal kernel density estimation for directional data. (English) Zbl 1437.62133 J. Multivariate Anal. 173, 248-267 (2019). MSC: 62G07 62H12 PDF BibTeX XML Cite \textit{T. M. P. Ngoc}, J. Multivariate Anal. 173, 248--267 (2019; Zbl 1437.62133) Full Text: DOI arXiv
Pchelintsev, E. A.; Pchelintsev, V. A.; Pergamenshchikov, S. M. Improved robust model selection methods for a Lévy nonparametric regression in continuous time. (English) Zbl 1423.62029 J. Nonparametric Stat. 31, No. 3, 612-628 (2019). MSC: 62G08 62G05 62G35 60G51 PDF BibTeX XML Cite \textit{E. A. Pchelintsev} et al., J. Nonparametric Stat. 31, No. 3, 612--628 (2019; Zbl 1423.62029) Full Text: DOI
Gu, Yuwen; Zou, Hui Aggregated expectile regression by exponential weighting. (English) Zbl 1422.62249 Stat. Sin. 29, No. 2, 671-692 (2019). MSC: 62J07 62P05 PDF BibTeX XML Cite \textit{Y. Gu} and \textit{H. Zou}, Stat. Sin. 29, No. 2, 671--692 (2019; Zbl 1422.62249) Full Text: DOI
Barbu, Vlad Stefan; Beltaief, Slim; Pergamenshchikov, Sergey Robust adaptive efficient estimation for semi-Markov nonparametric regression models. (English) Zbl 1420.62168 Stat. Inference Stoch. Process. 22, No. 2, 187-231 (2019). MSC: 62G08 62G05 62G35 62M05 PDF BibTeX XML Cite \textit{V. S. Barbu} et al., Stat. Inference Stoch. Process. 22, No. 2, 187--231 (2019; Zbl 1420.62168) Full Text: DOI
Xie, Wanling; Yang, Hu Nonnegative hierarchical Lasso with a mixed \((1, \frac{1}{2})\)-penalty and a fast solver. (English) Zbl 07083300 Stat. Interface 12, No. 4, 599-615 (2019). MSC: 62 PDF BibTeX XML Cite \textit{W. Xie} and \textit{H. Yang}, Stat. Interface 12, No. 4, 599--615 (2019; Zbl 07083300) Full Text: DOI
Havet, A.; Lerasle, M.; Moulines, É. Density estimation for RWRE. (English) Zbl 1418.62137 Math. Methods Stat. 28, No. 1, 18-38 (2019). MSC: 62G07 60K37 62M05 62E17 PDF BibTeX XML Cite \textit{A. Havet} et al., Math. Methods Stat. 28, No. 1, 18--38 (2019; Zbl 1418.62137) Full Text: DOI
Luu, Tung Duy; Fadili, Jalal; Chesneau, Christophe PAC-Bayesian risk bounds for group-analysis sparse regression by exponential weighting. (English) Zbl 1417.62086 J. Multivariate Anal. 171, 209-233 (2019). MSC: 62G08 62G07 62G20 65C05 PDF BibTeX XML Cite \textit{T. D. Luu} et al., J. Multivariate Anal. 171, 209--233 (2019; Zbl 1417.62086) Full Text: DOI
Lepski, O. V.; Willer, T. Oracle inequalities and adaptive estimation in the convolution structure density model. (English) Zbl 1419.62075 Ann. Stat. 47, No. 1, 233-287 (2019). Reviewer: Anatoli Mogulskii (Novosibirsk) MSC: 62G07 62G20 PDF BibTeX XML Cite \textit{O. V. Lepski} and \textit{T. Willer}, Ann. Stat. 47, No. 1, 233--287 (2019; Zbl 1419.62075) Full Text: DOI Euclid
Bhattacharya, Anirban; Pati, Debdeep; Yang, Yun Bayesian fractional posteriors. (English) Zbl 07036194 Ann. Stat. 47, No. 1, 39-66 (2019). MSC: 62G07 62G20 60K35 PDF BibTeX XML Cite \textit{A. Bhattacharya} et al., Ann. Stat. 47, No. 1, 39--66 (2019; Zbl 07036194) Full Text: DOI Euclid arXiv
Li, Peng; Chen, Wengu Signal recovery under cumulative coherence. (English) Zbl 1405.94025 J. Comput. Appl. Math. 346, 399-417 (2019). MSC: 94A12 62G05 PDF BibTeX XML Cite \textit{P. Li} and \textit{W. Chen}, J. Comput. Appl. Math. 346, 399--417 (2019; Zbl 1405.94025) Full Text: DOI arXiv
Montuelle, L.; Le Pennec, E. PAC-Bayesian aggregation of affine estimators. (English) Zbl 1414.62156 Bertail, Patrice (ed.) et al., Nonparametric statistics. 3rd ISNPS, Avignon, France, June 2016. Seleced papers of the 3rd conference of the International Society for Nonparametric Statistics (ISNPS), Avignon, France, June 11–16, 2016. Cham: Springer. Springer Proc. Math. Stat. 250, 133-144 (2018). MSC: 62G30 62G08 62J02 PDF BibTeX XML Cite \textit{L. Montuelle} and \textit{E. Le Pennec}, Springer Proc. Math. Stat. 250, 133--144 (2018; Zbl 1414.62156) Full Text: DOI
Li, Peng; Chen, Wengu Signal recovery under mutual incoherence property and oracle inequalities. (English) Zbl 1416.94029 Front. Math. China 13, No. 6, 1369-1396 (2018). MSC: 94A12 65K05 90C25 92C55 PDF BibTeX XML Cite \textit{P. Li} and \textit{W. Chen}, Front. Math. China 13, No. 6, 1369--1396 (2018; Zbl 1416.94029) Full Text: DOI arXiv
Ortelli, Francesco; van de Geer, Sara On the total variation regularized estimator over a class of tree graphs. (English) Zbl 1411.62208 Electron. J. Stat. 12, No. 2, 4517-4570 (2018). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J07 05C05 57M15 PDF BibTeX XML Cite \textit{F. Ortelli} and \textit{S. van de Geer}, Electron. J. Stat. 12, No. 2, 4517--4570 (2018; Zbl 1411.62208) Full Text: DOI Euclid arXiv
Lv, Shaogao; Jiang, Jiakun; Zhou, Fanyin; Huang, Jian; Lin, Huazhen Estimating high-dimensional additive Cox model with time-dependent covariate processes. (English) Zbl 1408.62073 Scand. J. Stat. 45, No. 4, 900-922 (2018). MSC: 62G08 62J07 62N01 PDF BibTeX XML Cite \textit{S. Lv} et al., Scand. J. Stat. 45, No. 4, 900--922 (2018; Zbl 1408.62073) Full Text: DOI
Díaz, I.; Savenkov, O.; Ballman, K. Targeted learning ensembles for optimal individualized treatment rules with time-to-event outcomes. (English) Zbl 06991029 Biometrika 105, No. 3, 723-738 (2018). MSC: 62P10 PDF BibTeX XML Cite \textit{I. Díaz} et al., Biometrika 105, No. 3, 723--738 (2018; Zbl 06991029) Full Text: DOI
Lehéricy, Luc State-by-state minimax adaptive estimation for nonparametric hidden Markov models. (English) Zbl 06982330 J. Mach. Learn. Res. 19, Paper No. 39, 46 p. (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{L. Lehéricy}, J. Mach. Learn. Res. 19, Paper No. 39, 46 p. (2018; Zbl 06982330) Full Text: Link
Bellec, Pierre C.; Dalalyan, Arnak S.; Grappin, Edwin; Paris, Quentin On the prediction loss of the Lasso in the partially labeled setting. (English) Zbl 1408.62114 Electron. J. Stat. 12, No. 2, 3443-3472 (2018). MSC: 62H30 62G08 62J07 68T05 PDF BibTeX XML Cite \textit{P. C. Bellec} et al., Electron. J. Stat. 12, No. 2, 3443--3472 (2018; Zbl 1408.62114) Full Text: DOI Euclid arXiv
Elsener, Andreas; van de Geer, Sara Robust low-rank matrix estimation. (English) Zbl 1412.62068 Ann. Stat. 46, No. 6B, 3481-3509 (2018). Reviewer: Wolfgang Näther (Freiberg) MSC: 62H12 62J05 62F30 62F35 PDF BibTeX XML Cite \textit{A. Elsener} and \textit{S. van de Geer}, Ann. Stat. 46, No. 6B, 3481--3509 (2018; Zbl 1412.62068) Full Text: DOI Euclid arXiv
Dalalyan, Arnak S.; Grappin, Edwin; Paris, Quentin On the exponentially weighted aggregate with the Laplace prior. (English) Zbl 1409.62135 Ann. Stat. 46, No. 5, 2452-2478 (2018). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J05 62H12 62J07 PDF BibTeX XML Cite \textit{A. S. Dalalyan} et al., Ann. Stat. 46, No. 5, 2452--2478 (2018; Zbl 1409.62135) Full Text: DOI Euclid arXiv
Blanchard, Gilles; Hoffmann, Marc; Reiß, Markus Optimal adaptation for early stopping in statistical inverse problems. (English) Zbl 1401.65058 SIAM/ASA J. Uncertain. Quantif. 6, 1043-1075 (2018). MSC: 65J20 62G05 65J10 PDF BibTeX XML Cite \textit{G. Blanchard} et al., SIAM/ASA J. Uncertain. Quantif. 6, 1043--1075 (2018; Zbl 1401.65058) Full Text: DOI arXiv
Pchelintsev, E. A.; Pergamenshchikov, S. M. Oracle inequalities for the stochastic differential equations. (English) Zbl 1403.62064 Stat. Inference Stoch. Process. 21, No. 2, 469-483 (2018). MSC: 62G08 62G05 62M05 PDF BibTeX XML Cite \textit{E. A. Pchelintsev} and \textit{S. M. Pergamenshchikov}, Stat. Inference Stoch. Process. 21, No. 2, 469--483 (2018; Zbl 1403.62064) Full Text: DOI
Shi, Chengchun; Fan, Ailin; Song, Rui; Lu, Wenbin High-dimensional \(A\)-learning for optimal dynamic treatment regimes. (English) Zbl 1398.62029 Ann. Stat. 46, No. 3, 925-957 (2018). Reviewer: Krzysztof Piasecki (Poznań) MSC: 62C99 62J07 PDF BibTeX XML Cite \textit{C. Shi} et al., Ann. Stat. 46, No. 3, 925--957 (2018; Zbl 1398.62029) Full Text: DOI Euclid
Abramovich, Felix; De Canditiis, Daniela; Pensky, Marianna Solution of linear ill-posed problems by model selection and aggregation. (English) Zbl 1402.62064 Electron. J. Stat. 12, No. 1, 1822-1841 (2018). Reviewer: Krzysztof Piasecki (Poznań) MSC: 62G08 62G05 PDF BibTeX XML Cite \textit{F. Abramovich} et al., Electron. J. Stat. 12, No. 1, 1822--1841 (2018; Zbl 1402.62064) Full Text: DOI Euclid arXiv
Bellec, Pierre C. Optimal bounds for aggregation of affine estimators. (English) Zbl 1401.62056 Ann. Stat. 46, No. 1, 30-59 (2018). Reviewer: Hannelore Liero (Potsdam) MSC: 62G08 62G05 62J07 PDF BibTeX XML Cite \textit{P. C. Bellec}, Ann. Stat. 46, No. 1, 30--59 (2018; Zbl 1401.62056) Full Text: DOI arXiv
Koudstaal, Mark; Yao, Fang From multiple Gaussian sequences to functional data and beyond: a Stein estimation approach. (English) Zbl 1383.62116 J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 2, 319-342 (2018). MSC: 62G08 42C40 62K15 PDF BibTeX XML Cite \textit{M. Koudstaal} and \textit{F. Yao}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 80, No. 2, 319--342 (2018; Zbl 1383.62116) Full Text: DOI
She, Yiyuan Selective factor extraction in high dimensions. (English) Zbl 07072184 Biometrika 104, No. 1, 97-110 (2017). MSC: 62P10 PDF BibTeX XML Cite \textit{Y. She}, Biometrika 104, No. 1, 97--110 (2017; Zbl 07072184) Full Text: DOI
Bellec, Pierre; Tsybakov, Alexandre Bounds on the prediction error of penalized least squares estimators with convex penalty. (English) Zbl 06848045 Panov, Vladimir (ed.), Modern problems of stochastic analysis and statistics. Selected contributions in honor of Valentin Konakov’s 70th birthday, Moscow, Russia, May 29 – June 2, 2016. Cham: Springer (ISBN 978-3-319-65312-9/hbk; 978-3-319-65313-6/ebook). Springer Proceedings in Mathematics & Statistics 208, 315-333 (2017). MSC: 62J07 PDF BibTeX XML Cite \textit{P. Bellec} and \textit{A. Tsybakov}, in: Modern problems of stochastic analysis and statistics. Selected contributions in honor of Valentin Konakov's 70th birthday, Moscow, Russia, May 29 -- June 2, 2016. Cham: Springer. 315--333 (2017; Zbl 06848045) Full Text: DOI
Lacour, Claire; Massart, Pascal; Rivoirard, Vincent Estimator selection: a new method with applications to kernel density estimation. (English) Zbl 06822894 Sankhyā, Ser. A 79, No. 2, 298-335 (2017). MSC: 62G05 62C20 62H12 PDF BibTeX XML Cite \textit{C. Lacour} et al., Sankhyā, Ser. A 79, No. 2, 298--335 (2017; Zbl 06822894) Full Text: DOI
Bellec, Pierre C.; Salmon, Joseph; Vaiter, Samuel A sharp oracle inequality for graph-slope. (English) Zbl 1382.62014 Electron. J. Stat. 11, No. 2, 4851-4870 (2017). Reviewer: Wiesław Dziubdziela (Miedziana Gora) MSC: 62G08 62J07 PDF BibTeX XML Cite \textit{P. C. Bellec} et al., Electron. J. Stat. 11, No. 2, 4851--4870 (2017; Zbl 1382.62014) Full Text: DOI Euclid arXiv
Alquier, Pierre; Guedj, Benjamin An oracle inequality for quasi-Bayesian nonnegative matrix factorization. (English) Zbl 1381.62222 Math. Methods Stat. 26, No. 1, 55-67 (2017). MSC: 62H99 62F35 68T05 65C05 PDF BibTeX XML Cite \textit{P. Alquier} and \textit{B. Guedj}, Math. Methods Stat. 26, No. 1, 55--67 (2017; Zbl 1381.62222) Full Text: DOI arXiv
Bertin, Karine; Klutchnikoff, Nicolas Pointwise adaptive estimation of the marginal density of a weakly dependent process. (English) Zbl 1391.62056 J. Stat. Plann. Inference 187, 115-129 (2017). MSC: 62G07 62C20 PDF BibTeX XML Cite \textit{K. Bertin} and \textit{N. Klutchnikoff}, J. Stat. Plann. Inference 187, 115--129 (2017; Zbl 1391.62056) Full Text: DOI arXiv
Zhang, Haixiang; Zheng, Yinan; Yoon, Grace; Zhang, Zhou; Gao, Tao; Joyce, Brian; Zhang, Wei; Schwartz, Joel; Vokonas, Pantel; Colicino, Elena; Baccarelli, Andrea; Hou, Lifang; Liu, Lei Regularized estimation in sparse high-dimensional multivariate regression, with application to a DNA methylation study. (English) Zbl 1371.92014 Stat. Appl. Genet. Mol. Biol. 16, No. 3, 159-171 (2017). MSC: 92B15 62H12 62J12 62P10 PDF BibTeX XML Cite \textit{H. Zhang} et al., Stat. Appl. Genet. Mol. Biol. 16, No. 3, 159--171 (2017; Zbl 1371.92014) Full Text: DOI
Henchiri, Yousri Non parametric learning approach to estimate conditional quantiles in the dependent functional data case. (English) Zbl 1368.62096 Commun. Stat., Theory Methods 46, No. 9, 4369-4387 (2017). MSC: 62G08 62G20 68T05 PDF BibTeX XML Cite \textit{Y. Henchiri}, Commun. Stat., Theory Methods 46, No. 9, 4369--4387 (2017; Zbl 1368.62096) Full Text: DOI
Butucea, Cristina; Delmas, Jean-François; Dutfoy, Anne; Fischer, Richard Optimal exponential bounds for aggregation of estimators for the Kullback-Leibler loss. (English) Zbl 1364.62082 Electron. J. Stat. 11, No. 1, 2258-2294 (2017). MSC: 62G07 62M15 62G05 PDF BibTeX XML Cite \textit{C. Butucea} et al., Electron. J. Stat. 11, No. 1, 2258--2294 (2017; Zbl 1364.62082) Full Text: DOI Euclid
Devijver, Emilie Joint rank and variable selection for parsimonious estimation in a high-dimensional finite mixture regression model. (English) Zbl 1362.62127 J. Multivariate Anal. 157, 1-13 (2017). MSC: 62H30 PDF BibTeX XML Cite \textit{E. Devijver}, J. Multivariate Anal. 157, 1--13 (2017; Zbl 1362.62127) Full Text: DOI
Klopp, Olga; Tsybakov, Alexandre B.; Verzelen, Nicolas Oracle inequalities for network models and sparse graphon estimation. (English) Zbl 1367.62090 Ann. Stat. 45, No. 1, 316-354 (2017). MSC: 62G05 60C05 05C82 60E15 PDF BibTeX XML Cite \textit{O. Klopp} et al., Ann. Stat. 45, No. 1, 316--354 (2017; Zbl 1367.62090) Full Text: DOI Euclid
Bellec, Pierre C. Optimal exponential bounds for aggregation of density estimators. (English) Zbl 1368.62085 Bernoulli 23, No. 1, 219-248 (2017). Reviewer: Christina Diakaki (Chania) MSC: 62G07 62G08 PDF BibTeX XML Cite \textit{P. C. Bellec}, Bernoulli 23, No. 1, 219--248 (2017; Zbl 1368.62085) Full Text: DOI Euclid arXiv
Kwemou, Marius Non-asymptotic oracle inequalities for the Lasso and group Lasso in high dimensional logistic model. (English) Zbl 1353.62054 ESAIM, Probab. Stat. 20, 309-331 (2016). MSC: 62H12 62J12 62J07 62G20 PDF BibTeX XML Cite \textit{M. Kwemou}, ESAIM, Probab. Stat. 20, 309--331 (2016; Zbl 1353.62054) Full Text: DOI
Zhao, Anqi; Feng, Yang; Wang, Lie; Tong, Xin Neyman-Pearson classification under high-dimensional settings. (English) Zbl 1436.62297 J. Mach. Learn. Res. 17, Paper No. 213, 39 p. (2016). MSC: 62H30 62H20 60E15 PDF BibTeX XML Cite \textit{A. Zhao} et al., J. Mach. Learn. Res. 17, Paper No. 213, 39 p. (2016; Zbl 1436.62297) Full Text: Link
Baldin, Nikolay; Reiß, Markus Unbiased estimation of the volume of a convex body. (English) Zbl 1351.60059 Stochastic Processes Appl. 126, No. 12, 3716-3732 (2016). MSC: 60G55 62G05 62M30 65C60 PDF BibTeX XML Cite \textit{N. Baldin} and \textit{M. Reiß}, Stochastic Processes Appl. 126, No. 12, 3716--3732 (2016; Zbl 1351.60059) Full Text: DOI
Kock, Anders Bredahl Oracle inequalities, variable selection and uniform inference in high-dimensional correlated random effects panel data models. (English) Zbl 1443.62208 J. Econom. 195, No. 1, 71-85 (2016). MSC: 62J07 62J05 62H12 62P20 PDF BibTeX XML Cite \textit{A. B. Kock}, J. Econom. 195, No. 1, 71--85 (2016; Zbl 1443.62208) Full Text: DOI
Chen, Chen; Chen, Na Penalized empirical relaxed greedy algorithm for fixed design Gaussian regression. (English) Zbl 1346.62067 Int. J. Wavelets Multiresolut. Inf. Process. 14, No. 4, Article ID 1650019, 13 p. (2016). MSC: 62G07 41A46 41A63 PDF BibTeX XML Cite \textit{C. Chen} and \textit{N. Chen}, Int. J. Wavelets Multiresolut. Inf. Process. 14, No. 4, Article ID 1650019, 13 p. (2016; Zbl 1346.62067) Full Text: DOI
Pensky, Marianna Solution of linear ill-posed problems using overcomplete dictionaries. (English) Zbl 1346.62061 Ann. Stat. 44, No. 4, 1739-1764 (2016). MSC: 62G05 62C10 PDF BibTeX XML Cite \textit{M. Pensky}, Ann. Stat. 44, No. 4, 1739--1764 (2016; Zbl 1346.62061) Full Text: DOI Euclid arXiv
De Castro, Yohann; Gassiat, Élisabeth; Lacour, Claire Minimax adaptive estimation of nonparametric hidden Markov models. (English) Zbl 1419.62209 J. Mach. Learn. Res. 17, Paper No. 111, 43 p. (2016). MSC: 62M05 62C20 62G05 PDF BibTeX XML Cite \textit{Y. De Castro} et al., J. Mach. Learn. Res. 17, Paper No. 111, 43 p. (2016; Zbl 1419.62209) Full Text: Link
Rebelles, G. Structural adaptive deconvolution under \({\mathbb{L}_p}\)-losses. (English) Zbl 1342.62054 Math. Methods Stat. 25, No. 1, 26-53 (2016). MSC: 62G07 62G20 PDF BibTeX XML Cite \textit{G. Rebelles}, Math. Methods Stat. 25, No. 1, 26--53 (2016; Zbl 1342.62054) Full Text: DOI
Lemler, Sarah Oracle inequalities for the Lasso in the high-dimensional Aalen multiplicative intensity model. (English. French summary) Zbl 1342.62158 Ann. Inst. Henri Poincaré, Probab. Stat. 52, No. 2, 981-1008 (2016). MSC: 62N02 62G05 62G08 62J07 60E15 PDF BibTeX XML Cite \textit{S. Lemler}, Ann. Inst. Henri Poincaré, Probab. Stat. 52, No. 2, 981--1008 (2016; Zbl 1342.62158) Full Text: DOI Euclid
Bertin, Karine; Lacour, Claire; Rivoirard, Vincent Adaptive pointwise estimation of conditional density function. (English. French summary) Zbl 1342.62090 Ann. Inst. Henri Poincaré, Probab. Stat. 52, No. 2, 939-980 (2016). MSC: 62H12 62G07 62G20 PDF BibTeX XML Cite \textit{K. Bertin} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 52, No. 2, 939--980 (2016; Zbl 1342.62090) Full Text: DOI Euclid
Guilloux, Agathe; Lemler, Sarah; Taupin, Marie-Luce Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates. (English) Zbl 1335.62077 J. Multivariate Anal. 148, 141-159 (2016). MSC: 62G07 62G08 62N01 62N02 62P10 62H12 PDF BibTeX XML Cite \textit{A. Guilloux} et al., J. Multivariate Anal. 148, 141--159 (2016; Zbl 1335.62077) Full Text: DOI
Lee, Eun Ryung; Mammen, Enno Local linear smoothing for sparse high dimensional varying coefficient models. (English) Zbl 1349.62313 Electron. J. Stat. 10, No. 1, 855-894 (2016). MSC: 62J05 62J07 62G05 62M10 62P05 PDF BibTeX XML Cite \textit{E. R. Lee} and \textit{E. Mammen}, Electron. J. Stat. 10, No. 1, 855--894 (2016; Zbl 1349.62313) Full Text: DOI Euclid
Wegkamp, Marten; Zhao, Yue Adaptive estimation of the copula correlation matrix for semiparametric elliptical copulas. (English) Zbl 1388.62162 Bernoulli 22, No. 2, 1184-1226 (2016). MSC: 62H12 62G05 62F12 62H20 PDF BibTeX XML Cite \textit{M. Wegkamp} and \textit{Y. Zhao}, Bernoulli 22, No. 2, 1184--1226 (2016; Zbl 1388.62162) Full Text: DOI Euclid
Devijver, Emilie An \(\ell_1\)-oracle inequality for the Lasso in multivariate finite mixture of multivariate Gaussian regression models. (English) Zbl 1392.62179 ESAIM, Probab. Stat. 19, 649-670 (2015). MSC: 62H30 62J07 PDF BibTeX XML Cite \textit{E. Devijver}, ESAIM, Probab. Stat. 19, 649--670 (2015; Zbl 1392.62179) Full Text: DOI
Chesneau, C.; Comte, F.; Mabon, G.; Navarro, F. Estimation of convolution in the model with noise. (English) Zbl 1327.62239 J. Nonparametric Stat. 27, No. 3, 286-315 (2015). MSC: 62G07 62G05 PDF BibTeX XML Cite \textit{C. Chesneau} et al., J. Nonparametric Stat. 27, No. 3, 286--315 (2015; Zbl 1327.62239) Full Text: DOI
Rebelles, Gilles Pointwise adaptive estimation of a multivariate density under independence hypothesis. (English) Zbl 1388.62101 Bernoulli 21, No. 4, 1984-2023 (2015). MSC: 62G07 62G20 PDF BibTeX XML Cite \textit{G. Rebelles}, Bernoulli 21, No. 4, 1984--2023 (2015; Zbl 1388.62101) Full Text: DOI Euclid arXiv
Biau, Gérard; Cadre, Benoît; Paris, Quentin Cox process functional learning. (English) Zbl 1327.62193 Stat. Inference Stoch. Process. 18, No. 3, 257-277 (2015). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{G. Biau} et al., Stat. Inference Stoch. Process. 18, No. 3, 257--277 (2015; Zbl 1327.62193) Full Text: DOI arXiv
Kock, Anders Bredahl; Callot, Laurent Oracle inequalities for high dimensional vector autoregressions. (English) Zbl 1331.62348 J. Econom. 186, No. 2, 325-344 (2015). MSC: 62J07 62G08 62J05 PDF BibTeX XML Cite \textit{A. B. Kock} and \textit{L. Callot}, J. Econom. 186, No. 2, 325--344 (2015; Zbl 1331.62348) Full Text: DOI arXiv
Fan, Jianqing; Ke, Zheng Tracy; Liu, Han; Xia, Lucy QUADRO: a supervised dimension reduction method via Rayleigh quotient optimization. (English) Zbl 1317.62054 Ann. Stat. 43, No. 4, 1498-1534 (2015). MSC: 62H30 62G20 PDF BibTeX XML Cite \textit{J. Fan} et al., Ann. Stat. 43, No. 4, 1498--1534 (2015; Zbl 1317.62054) Full Text: DOI Euclid
Lepski, Oleg Adaptive estimation over anisotropic functional classes via oracle approach. (English) Zbl 1328.62213 Ann. Stat. 43, No. 3, 1178-1242 (2015). MSC: 62G05 62G20 PDF BibTeX XML Cite \textit{O. Lepski}, Ann. Stat. 43, No. 3, 1178--1242 (2015; Zbl 1328.62213) Full Text: DOI Euclid arXiv
Mai, The Tien; Alquier, Pierre A Bayesian approach for noisy matrix completion: optimal rate under general sampling distribution. (English) Zbl 1317.62050 Electron. J. Stat. 9, 823-841 (2015). MSC: 62H12 62J12 60B20 15B52 68T05 PDF BibTeX XML Cite \textit{T. T. Mai} and \textit{P. Alquier}, Electron. J. Stat. 9, No. 1, 823--841 (2015; Zbl 1317.62050) Full Text: DOI Euclid arXiv
Lian, Heng; Feng, Sanying; Zhao, Kaifeng Parametric and semiparametric reduced-rank regression with flexible sparsity. (English) Zbl 1308.62144 J. Multivariate Anal. 136, 163-174 (2015). MSC: 62J05 62G20 PDF BibTeX XML Cite \textit{H. Lian} et al., J. Multivariate Anal. 136, 163--174 (2015; Zbl 1308.62144) Full Text: DOI
Rebelles, Gilles \(\mathbb{L}_{p}\) adaptive estimation of an anisotropic density under independence hypothesis. (English) Zbl 1307.62149 Electron. J. Stat. 9, 106-134 (2015). MSC: 62H12 62G07 62G08 60E15 PDF BibTeX XML Cite \textit{G. Rebelles}, Electron. J. Stat. 9, No. 1, 106--134 (2015; Zbl 1307.62149) Full Text: DOI Euclid
Tsybakov, Alexandre B. Aggregation and minimax optimality in high-dimensional estimation. (English) Zbl 1380.62136 Jang, Sun Young (ed.) et al., Proceedings of the International Congress of Mathematicians (ICM 2014), Seoul, Korea, August 13–21, 2014. Vol. IV: Invited lectures. Seoul: KM Kyung Moon Sa (ISBN 978-89-6105-807-0/hbk; 978-89-6105-803-2/set). 225-246 (2014). MSC: 62G05 62J07 PDF BibTeX XML Cite \textit{A. B. Tsybakov}, in: Proceedings of the International Congress of Mathematicians (ICM 2014), Seoul, Korea, August 13--21, 2014. Vol. IV: Invited lectures. Seoul: KM Kyung Moon Sa. 225--246 (2014; Zbl 1380.62136)
Chernousova, E.; Golubev, Yu. Spectral cut-off regularizations for ill-posed linear models. (English) Zbl 1308.62016 Math. Methods Stat. 23, No. 2, 116-131 (2014). MSC: 62C99 62C10 62C20 62J05 PDF BibTeX XML Cite \textit{E. Chernousova} and \textit{Yu. Golubev}, Math. Methods Stat. 23, No. 2, 116--131 (2014; Zbl 1308.62016) Full Text: DOI
Gendre, Xavier Model selection and estimation of a component in additive regression. (English) Zbl 1307.62112 ESAIM, Probab. Stat. 18, 77-116 (2014). MSC: 62G08 PDF BibTeX XML Cite \textit{X. Gendre}, ESAIM, Probab. Stat. 18, 77--116 (2014; Zbl 1307.62112) Full Text: DOI
Koltchinskii, Vladimir; Minsker, Stanislav \(L_1\)-penalization in functional linear regression with subgaussian design. (Pénalisation \(L_1\) en régression fonctionnelle linéaire avec design sous-gaussien.) (English. French summary) Zbl 1308.62143 J. Éc. Polytech., Math. 1, 269-330 (2014). MSC: 62J05 62G05 62J07 PDF BibTeX XML Cite \textit{V. Koltchinskii} and \textit{S. Minsker}, J. Éc. Polytech., Math. 1, 269--330 (2014; Zbl 1308.62143) Full Text: DOI arXiv
Serre, Denis; Vasseur, Alexis F. \(L^2\)-type contraction for systems of conservation laws. (Contraction de type \(L^2\) pour des systèmes de lois de conservation.) (English. French summary) Zbl 1310.62079 J. Éc. Polytech., Math. 1, 1-28 (2014). MSC: 62J02 62G05 62J07 PDF BibTeX XML Cite \textit{D. Serre} and \textit{A. F. Vasseur}, J. Éc. Polytech., Math. 1, 1--28 (2014; Zbl 1310.62079) Full Text: DOI
Celisse, Alain Optimal cross-validation in density estimation with the \(L^{2}\)-loss. (English) Zbl 1305.62179 Ann. Stat. 42, No. 5, 1879-1910 (2014). MSC: 62G09 62G07 62E17 PDF BibTeX XML Cite \textit{A. Celisse}, Ann. Stat. 42, No. 5, 1879--1910 (2014; Zbl 1305.62179) Full Text: DOI arXiv
Golubev, Yu.; Ostrovski, D. Concentration inequalities for the exponential weighting method. (English) Zbl 1310.62012 Math. Methods Stat. 23, No. 1, 20-37 (2014). MSC: 62C10 62C20 62J05 60E15 PDF BibTeX XML Cite \textit{Yu. Golubev} and \textit{D. Ostrovski}, Math. Methods Stat. 23, No. 1, 20--37 (2014; Zbl 1310.62012) Full Text: DOI
Goldenshluger, A.; Lepski, O. On adaptive minimax density estimation on \(\mathbb R^d\). (English) Zbl 1342.62053 Probab. Theory Relat. Fields 159, No. 3-4, 479-543 (2014). MSC: 62G07 62C20 PDF BibTeX XML Cite \textit{A. Goldenshluger} and \textit{O. Lepski}, Probab. Theory Relat. Fields 159, No. 3--4, 479--543 (2014; Zbl 1342.62053) Full Text: DOI arXiv
Choi, David; Wolfe, Patrick J. Co-clustering separately exchangeable network data. (English) Zbl 1294.62059 Ann. Stat. 42, No. 1, 29-63 (2014). MSC: 62G05 60B20 62H12 62H30 PDF BibTeX XML Cite \textit{D. Choi} and \textit{P. J. Wolfe}, Ann. Stat. 42, No. 1, 29--63 (2014; Zbl 1294.62059) Full Text: DOI Euclid arXiv
van de Geer, Sara Weakly decomposable regularization penalties and structured sparsity. (English) Zbl 1349.62325 Scand. J. Stat. 41, No. 1, 72-86 (2014). MSC: 62J07 PDF BibTeX XML Cite \textit{S. van de Geer}, Scand. J. Stat. 41, No. 1, 72--86 (2014; Zbl 1349.62325) Full Text: DOI arXiv
Kong, Shengchun; Nan, Bin Non-asymptotic oracle inequalities for the high-dimensional Cox regression via Lasso. (English) Zbl 1416.62404 Stat. Sin. 24, No. 1, 25-42 (2014). MSC: 62J07 62N01 PDF BibTeX XML Cite \textit{S. Kong} and \textit{B. Nan}, Stat. Sin. 24, No. 1, 25--42 (2014; Zbl 1416.62404) Full Text: DOI arXiv
Cavalier, Laurent; Reiß, Markus Sparse model selection under heterogeneous noise: exact penalisation and data-driven thresholding. (English) Zbl 1294.62058 Electron. J. Stat. 8, 432-455 (2014). MSC: 62G05 62J05 PDF BibTeX XML Cite \textit{L. Cavalier} and \textit{M. Reiß}, Electron. J. Stat. 8, No. 1, 432--455 (2014; Zbl 1294.62058) Full Text: DOI Euclid
Baraud, Yannick Estimation of the density of a determinantal process. (English) Zbl 1308.62071 Confluentes Math. 5, No. 1, 3-21 (2013). MSC: 62G07 62M30 PDF BibTeX XML Cite \textit{Y. Baraud}, Confluentes Math. 5, No. 1, 3--21 (2013; Zbl 1308.62071) Full Text: DOI
Tong, Xin A plug-in approach to Neyman-Pearson classification. (English) Zbl 1318.62219 J. Mach. Learn. Res. 14, 3011-3040 (2013). MSC: 62H30 62G10 PDF BibTeX XML Cite \textit{X. Tong}, J. Mach. Learn. Res. 14, 3011--3040 (2013; Zbl 1318.62219) Full Text: Link
Alquier, Pierre; Biau, Gérard Sparse single-index model. (English) Zbl 1320.62177 J. Mach. Learn. Res. 14, 243-280 (2013). MSC: 62J12 62F15 62G08 62J07 PDF BibTeX XML Cite \textit{P. Alquier} and \textit{G. Biau}, J. Mach. Learn. Res. 14, 243--280 (2013; Zbl 1320.62177) Full Text: Link
Jin, Qinian; Mathé, Peter Oracle inequality for a statistical Raus-Gfrerer-type rule. (English) Zbl 1281.47008 SIAM/ASA J. Uncertain. Quantif. 1, 386-407 (2013). MSC: 47A52 65F22 65C60 PDF BibTeX XML Cite \textit{Q. Jin} and \textit{P. Mathé}, SIAM/ASA J. Uncertain. Quantif. 1, 386--407 (2013; Zbl 1281.47008) Full Text: DOI arXiv
Bühlmann, Peter; Rütimann, Philipp; van de Geer, Sara; Zhang, Cun-Hui Correlated variables in regression: clustering and sparse estimation. (English) Zbl 1278.62103 J. Stat. Plann. Inference 143, No. 11, 1835-1858 (2013). MSC: 62J05 62J07 62H20 62H30 62-08 PDF BibTeX XML Cite \textit{P. Bühlmann} et al., J. Stat. Plann. Inference 143, No. 11, 1835--1858 (2013; Zbl 1278.62103) Full Text: DOI arXiv
Jiang, Wenhua; Zhang, Cun-Hui A nonparametric empirical Bayes approach to adaptive minimax estimation. (English) Zbl 1279.62028 J. Multivariate Anal. 122, 82-95 (2013). MSC: 62C12 62G08 62C20 65C60 PDF BibTeX XML Cite \textit{W. Jiang} and \textit{C.-H. Zhang}, J. Multivariate Anal. 122, 82--95 (2013; Zbl 1279.62028) Full Text: DOI
El Anbari, Mohammed; Mkhadri, Abdallah The adaptive gril estimator with a diverging number of parameters. (English) Zbl 06223434 Commun. Stat., Theory Methods 42, No. 14, 2634-2660 (2013). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{M. El Anbari} and \textit{A. Mkhadri}, Commun. Stat., Theory Methods 42, No. 14, 2634--2660 (2013; Zbl 06223434) Full Text: DOI
Cao, Feilong; Xing, Xing An oracle inequality for regularized risk minimizers with strongly mixing observations. (English) Zbl 1296.62138 Front. Math. China 8, No. 2, 301-315 (2013). MSC: 62J02 68T05 60E15 68Q32 PDF BibTeX XML Cite \textit{F. Cao} and \textit{X. Xing}, Front. Math. China 8, No. 2, 301--315 (2013; Zbl 1296.62138) Full Text: DOI
Huang, Jian; Sun, Tingni; Ying, Zhiliang; Yu, Yi; Zhang, Cun-Hui Oracle inequalities for the lasso in the Cox model. (English) Zbl 1292.62135 Ann. Stat. 41, No. 3, 1142-1165 (2013). MSC: 62N02 62G05 PDF BibTeX XML Cite \textit{J. Huang} et al., Ann. Stat. 41, No. 3, 1142--1165 (2013; Zbl 1292.62135) Full Text: DOI Euclid arXiv
Goldenshluger, A. V.; Lepski, O. V. General selection rule from a family of linear estimators. (English. Russian original) Zbl 1417.62056 Theory Probab. Appl. 57, No. 2, 209-226 (2013); translation from Teor. Veroyatn. Primen. 57, No. 2, 257-277 (2012). MSC: 62C20 62G07 PDF BibTeX XML Cite \textit{A. V. Goldenshluger} and \textit{O. V. Lepski}, Theory Probab. Appl. 57, No. 2, 209--226 (2013; Zbl 1417.62056); translation from Teor. Veroyatn. Primen. 57, No. 2, 257--277 (2012) Full Text: DOI
Lepski, Oleg Multivariate density estimation under sup-norm loss: oracle approach, adaptation and independence structure. (English) Zbl 1360.62158 Ann. Stat. 41, No. 2, 1005-1034 (2013). MSC: 62G07 62G20 PDF BibTeX XML Cite \textit{O. Lepski}, Ann. Stat. 41, No. 2, 1005--1034 (2013; Zbl 1360.62158) Full Text: DOI Euclid arXiv
Fischer, Aurélie Selecting the length of a principal curve within a Gaussian model. (English) Zbl 1337.62074 Electron. J. Stat. 7, 342-363 (2013). MSC: 62G08 62G05 62H25 PDF BibTeX XML Cite \textit{A. Fischer}, Electron. J. Stat. 7, 342--363 (2013; Zbl 1337.62074) Full Text: DOI Euclid