Zhang, Zhixiang; Liu, Yiming; Pan, Guangming Tracy-Widom law for the extreme eigenvalues of large signal-plus-noise matrices. (English) Zbl 07788891 Bernoulli 30, No. 1, 448-474 (2024). Reviewer: Thomas Buc-d’Alché (Lyon) MSC: 15B52 60B20 60H20 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Bernoulli 30, No. 1, 448--474 (2024; Zbl 07788891) Full Text: DOI
Xie, Fangzheng Entrywise limit theorems for eigenvectors of signal-plus-noise matrix models with weak signals. (English) Zbl 07788889 Bernoulli 30, No. 1, 388-418 (2024). MSC: 62Hxx 05Cxx 15Axx PDFBibTeX XMLCite \textit{F. Xie}, Bernoulli 30, No. 1, 388--418 (2024; Zbl 07788889) Full Text: DOI arXiv
Parolya, Nestor; Heiny, Johannes; Kurowicka, Dorota Logarithmic law of large random correlation matrices. (English) Zbl 07788887 Bernoulli 30, No. 1, 346-370 (2024). MSC: 62Hxx 60Fxx 60Bxx PDFBibTeX XMLCite \textit{N. Parolya} et al., Bernoulli 30, No. 1, 346--370 (2024; Zbl 07788887) Full Text: DOI arXiv
Zhou, Shuheng Concentration of measure bounds for matrix-variate data with missing values. (English) Zbl 07788881 Bernoulli 30, No. 1, 198-226 (2024). MSC: 62Hxx 62Jxx 62Fxx PDFBibTeX XMLCite \textit{S. Zhou}, Bernoulli 30, No. 1, 198--226 (2024; Zbl 07788881) Full Text: DOI arXiv
Choiruddin, Achmad; Coeurjolly, Jean-François; Letué, Frédérique Adaptive Lasso and Dantzig selector for spatial point processes intensity estimation. (English) Zbl 07691564 Bernoulli 29, No. 3, 1849-1876 (2023). MSC: 62Mxx 62Gxx 62Jxx PDFBibTeX XMLCite \textit{A. Choiruddin} et al., Bernoulli 29, No. 3, 1849--1876 (2023; Zbl 07691564) Full Text: DOI arXiv Link
Erdős, László; Xu, Yuanyuan Small deviation estimates for the largest eigenvalue of Wigner matrices. (English) Zbl 1518.15040 Bernoulli 29, No. 2, 1063-1079 (2023). Reviewer: Ali Bereyhi (Erlangen) MSC: 15B52 60B20 PDFBibTeX XMLCite \textit{L. Erdős} and \textit{Y. Xu}, Bernoulli 29, No. 2, 1063--1079 (2023; Zbl 1518.15040) Full Text: DOI arXiv Link
Ghosh, Satyajit; Tan, Zhiqiang Doubly robust semiparametric inference using regularized calibrated estimation with high-dimensional data. (English) Zbl 07526602 Bernoulli 28, No. 3, 1675-1703 (2022). MSC: 62Gxx 62Jxx 62Fxx PDFBibTeX XMLCite \textit{S. Ghosh} and \textit{Z. Tan}, Bernoulli 28, No. 3, 1675--1703 (2022; Zbl 07526602) Full Text: DOI arXiv Link
Buraczewski, Dariusz; Damek, Ewa Limit theorems for supercritical branching processes in random environment. (English) Zbl 1489.60160 Bernoulli 28, No. 3, 1602-1624 (2022). MSC: 60K37 60J80 60F05 60K05 92D25 PDFBibTeX XMLCite \textit{D. Buraczewski} and \textit{E. Damek}, Bernoulli 28, No. 3, 1602--1624 (2022; Zbl 1489.60160) Full Text: DOI arXiv Link
Alt, Johannes; Krüger, Torben Local elliptic law. (English) Zbl 1489.15047 Bernoulli 28, No. 2, 886-909 (2022). MSC: 15B52 15A18 60B20 PDFBibTeX XMLCite \textit{J. Alt} and \textit{T. Krüger}, Bernoulli 28, No. 2, 886--909 (2022; Zbl 1489.15047) Full Text: DOI arXiv Link
Bellec, Pierre C.; Zhang, Cun-Hui De-biasing the Lasso with degrees-of-freedom adjustment. (English) Zbl 07526563 Bernoulli 28, No. 2, 713-743 (2022). MSC: 62-XX 94-XX PDFBibTeX XMLCite \textit{P. C. Bellec} and \textit{C.-H. Zhang}, Bernoulli 28, No. 2, 713--743 (2022; Zbl 07526563) Full Text: DOI arXiv Link
Djehiche, Boualem; Mazhar, Othmane; Rojas, Cristian R. Finite impulse response models: a non-asymptotic analysis of the least squares estimator. (English) Zbl 1473.62233 Bernoulli 27, No. 2, 976-1000 (2021). Reviewer: Wolfgang Näther (Freiberg) MSC: 62J02 60E15 60B20 93C55 93E24 PDFBibTeX XMLCite \textit{B. Djehiche} et al., Bernoulli 27, No. 2, 976--1000 (2021; Zbl 1473.62233) Full Text: DOI arXiv
Jiang, Dandan; Bai, Zhidong Generalized four moment theorem and an application to CLT for spiked eigenvalues of high-dimensional covariance matrices. (English) Zbl 1475.60014 Bernoulli 27, No. 1, 274-294 (2021). MSC: 60B20 60F05 PDFBibTeX XMLCite \textit{D. Jiang} and \textit{Z. Bai}, Bernoulli 27, No. 1, 274--294 (2021; Zbl 1475.60014) Full Text: DOI arXiv Euclid
Vershynin, Roman Concentration inequalities for random tensors. (English) Zbl 1472.60041 Bernoulli 26, No. 4, 3139-3162 (2020). Reviewer: Fraser Daly (Edinburgh) MSC: 60E15 15A69 15B52 60B99 PDFBibTeX XMLCite \textit{R. Vershynin}, Bernoulli 26, No. 4, 3139--3162 (2020; Zbl 1472.60041) Full Text: DOI arXiv Euclid
Jiang, Binyan; Chen, Ziqi; Leng, Chenlei Dynamic linear discriminant analysis in high dimensional space. (English) Zbl 1466.62352 Bernoulli 26, No. 2, 1234-1268 (2020). MSC: 62H30 62G07 PDFBibTeX XMLCite \textit{B. Jiang} et al., Bernoulli 26, No. 2, 1234--1268 (2020; Zbl 1466.62352) Full Text: DOI arXiv Euclid
Ding, Xiucai High dimensional deformed rectangular matrices with applications in matrix denoising. (English) Zbl 1439.15013 Bernoulli 26, No. 1, 387-417 (2020). MSC: 15B52 60B20 94A12 PDFBibTeX XMLCite \textit{X. Ding}, Bernoulli 26, No. 1, 387--417 (2020; Zbl 1439.15013) Full Text: DOI arXiv Euclid
Klopp, Olga; Lu, Yu; Tsybakov, Alexandre B.; Zhou, Harrison H. Structured matrix estimation and completion. (English) Zbl 1428.62281 Bernoulli 25, No. 4B, 3883-3911 (2019). MSC: 62H12 62H30 62C20 PDFBibTeX XMLCite \textit{O. Klopp} et al., Bernoulli 25, No. 4B, 3883--3911 (2019; Zbl 1428.62281) Full Text: DOI arXiv Euclid
Zhang, Xianyang; Cheng, Guang Gaussian approximation for high dimensional vector under physical dependence. (English) Zbl 1419.62257 Bernoulli 24, No. 4A, 2640-2675 (2018). MSC: 62M10 62E17 60F05 PDFBibTeX XMLCite \textit{X. Zhang} and \textit{G. Cheng}, Bernoulli 24, No. 4A, 2640--2675 (2018; Zbl 1419.62257) Full Text: DOI Euclid
Carpentier, Alexandra; Klopp, Olga; Löffler, Matthias; Nickl, Richard Adaptive confidence sets for matrix completion. (English) Zbl 1419.62109 Bernoulli 24, No. 4A, 2429-2460 (2018). MSC: 62G15 62H12 62C20 PDFBibTeX XMLCite \textit{A. Carpentier} et al., Bernoulli 24, No. 4A, 2429--2460 (2018; Zbl 1419.62109) Full Text: DOI arXiv Euclid
Perkowski, Nicolas; Prömel, David J. Pathwise stochastic integrals for model free finance. (English) Zbl 1346.60078 Bernoulli 22, No. 4, 2486-2520 (2016). Reviewer: Anatoliy Swishchuk (Calgary) MSC: 60H05 91G80 PDFBibTeX XMLCite \textit{N. Perkowski} and \textit{D. J. Prömel}, Bernoulli 22, No. 4, 2486--2520 (2016; Zbl 1346.60078) Full Text: DOI arXiv Euclid
Zhao, Junlong; Leng, Chenlei An analysis of penalized interaction models. (English) Zbl 1360.62392 Bernoulli 22, No. 3, 1937-1961 (2016). MSC: 62J05 62F12 62J07 PDFBibTeX XMLCite \textit{J. Zhao} and \textit{C. Leng}, Bernoulli 22, No. 3, 1937--1961 (2016; Zbl 1360.62392) Full Text: DOI arXiv Euclid
Sancetta, Alessio Greedy algorithms for prediction. (English) Zbl 1388.62209 Bernoulli 22, No. 2, 1227-1277 (2016). MSC: 62J05 62G07 62G20 62J07 PDFBibTeX XMLCite \textit{A. Sancetta}, Bernoulli 22, No. 2, 1227--1277 (2016; Zbl 1388.62209) Full Text: DOI arXiv Euclid
Dicker, Lee H. Ridge regression and asymptotic minimax estimation over spheres of growing dimension. (English) Zbl 1388.62205 Bernoulli 22, No. 1, 1-37 (2016). MSC: 62J05 62C20 62G08 62H12 62J07 PDFBibTeX XMLCite \textit{L. H. Dicker}, Bernoulli 22, No. 1, 1--37 (2016; Zbl 1388.62205) Full Text: DOI arXiv Euclid
Minsker, Stanislav Geometric median and robust estimation in Banach spaces. (English) Zbl 1348.60041 Bernoulli 21, No. 4, 2308-2335 (2015). MSC: 60F10 62F12 PDFBibTeX XMLCite \textit{S. Minsker}, Bernoulli 21, No. 4, 2308--2335 (2015; Zbl 1348.60041) Full Text: DOI arXiv Euclid
Bao, Zhigang; Pan, Guangming; Zhou, Wang The logarithmic law of random determinant. (English) Zbl 1343.60011 Bernoulli 21, No. 3, 1600-1628 (2015). Reviewer: Dongsheng Tu (Kingston) MSC: 60F05 60B20 15B52 15A15 PDFBibTeX XMLCite \textit{Z. Bao} et al., Bernoulli 21, No. 3, 1600--1628 (2015; Zbl 1343.60011) Full Text: DOI arXiv Euclid
Hansen, Niels Richard; Reynaud-Bouret, Patricia; Rivoirard, Vincent Lasso and probabilistic inequalities for multivariate point processes. (English) Zbl 1375.60092 Bernoulli 21, No. 1, 83-143 (2015). MSC: 60G55 65C60 60E15 62H12 PDFBibTeX XMLCite \textit{N. R. Hansen} et al., Bernoulli 21, No. 1, 83--143 (2015; Zbl 1375.60092) Full Text: DOI arXiv Euclid
Hall, Peter; Jin, Jiashun; Miller, Hugh Feature selection when there are many influential features. (English) Zbl 1398.62162 Bernoulli 20, No. 3, 1647-1671 (2014). MSC: 62H30 62F07 62G10 PDFBibTeX XMLCite \textit{P. Hall} et al., Bernoulli 20, No. 3, 1647--1671 (2014; Zbl 1398.62162) Full Text: DOI arXiv Euclid
Lounici, Karim High-dimensional covariance matrix estimation with missing observations. (English) Zbl 1320.62124 Bernoulli 20, No. 3, 1029-1058 (2014). MSC: 62H12 PDFBibTeX XMLCite \textit{K. Lounici}, Bernoulli 20, No. 3, 1029--1058 (2014; Zbl 1320.62124) Full Text: DOI arXiv Euclid
Klopp, Olga Noisy low-rank matrix completion with general sampling distribution. (English) Zbl 1400.62115 Bernoulli 20, No. 1, 282-303 (2014). MSC: 62H12 62F12 62J07 PDFBibTeX XMLCite \textit{O. Klopp}, Bernoulli 20, No. 1, 282--303 (2014; Zbl 1400.62115) Full Text: DOI arXiv Euclid
Zhang, Tong Multi-stage convex relaxation for feature selection. (English) Zbl 1359.62293 Bernoulli 19, No. 5B, 2277-2293 (2013). MSC: 62J05 62J07 68T05 PDFBibTeX XMLCite \textit{T. Zhang}, Bernoulli 19, No. 5B, 2277--2293 (2013; Zbl 1359.62293) Full Text: DOI arXiv
Taylor, Jonathan The geometry of least squares in the 21st century. (English) Zbl 1402.62157 Bernoulli 19, No. 4, 1449-1464 (2013). MSC: 62J05 60G15 62-03 01A61 62J07 PDFBibTeX XMLCite \textit{J. Taylor}, Bernoulli 19, No. 4, 1449--1464 (2013; Zbl 1402.62157) Full Text: DOI arXiv Euclid
Chen, Louis H. Y.; Röllin, Adrian Approximating dependent rare events. (English) Zbl 1284.60110 Bernoulli 19, No. 4, 1243-1267 (2013). Reviewer: Ferenc Móricz (Szeged) MSC: 60G99 60G44 60F05 PDFBibTeX XMLCite \textit{L. H. Y. Chen} and \textit{A. Röllin}, Bernoulli 19, No. 4, 1243--1267 (2013; Zbl 1284.60110) Full Text: DOI arXiv Euclid
Bühlmann, Peter Statistical significance in high-dimensional linear models. (English) Zbl 1273.62173 Bernoulli 19, No. 4, 1212-1242 (2013). MSC: 62J07 62J05 62H15 62F05 65C60 PDFBibTeX XMLCite \textit{P. Bühlmann}, Bernoulli 19, No. 4, 1212--1242 (2013; Zbl 1273.62173) Full Text: DOI arXiv Euclid
Belloni, Alexandre; Chernozhukov, Victor Least squares after model selection in high-dimensional sparse models. (English) Zbl 1456.62066 Bernoulli 19, No. 2, 521-547 (2013). MSC: 62G08 62G20 62J07 PDFBibTeX XMLCite \textit{A. Belloni} and \textit{V. Chernozhukov}, Bernoulli 19, No. 2, 521--547 (2013; Zbl 1456.62066) Full Text: DOI arXiv Euclid
Dalalyan, Arnak S.; Tsybakov, Alexandre B. Mirror averaging with sparsity priors. (English) Zbl 1243.62008 Bernoulli 18, No. 3, 914-944 (2012). MSC: 62C99 62F15 62J05 62G07 62H30 65C60 PDFBibTeX XMLCite \textit{A. S. Dalalyan} and \textit{A. B. Tsybakov}, Bernoulli 18, No. 3, 914--944 (2012; Zbl 1243.62008) Full Text: DOI arXiv Euclid
Bobkov, S. G.; Götze, F. Concentration of empirical distribution functions with applications to non-i.i.d. models. (English) Zbl 1207.62106 Bernoulli 16, No. 4, 1385-1414 (2010). MSC: 62G30 62H10 60E15 62E17 60F10 15B52 PDFBibTeX XMLCite \textit{S. G. Bobkov} and \textit{F. Götze}, Bernoulli 16, No. 4, 1385--1414 (2010; Zbl 1207.62106) Full Text: DOI arXiv
Ma, Yanyuan; Li, Runze Variable selection in measurement error models. (English) Zbl 1200.62071 Bernoulli 16, No. 1, 274-300 (2010). MSC: 62J02 62G08 62F12 65C05 PDFBibTeX XMLCite \textit{Y. Ma} and \textit{R. Li}, Bernoulli 16, No. 1, 274--300 (2010; Zbl 1200.62071) Full Text: DOI arXiv
Koltchinskii, Vladimir The Dantzig selector and sparsity oracle inequalities. (English) Zbl 1452.62486 Bernoulli 15, No. 3, 799-828 (2009). MSC: 62J02 60F05 PDFBibTeX XMLCite \textit{V. Koltchinskii}, Bernoulli 15, No. 3, 799--828 (2009; Zbl 1452.62486) Full Text: DOI arXiv