Giordano, Francesco; Lahiri, Soumendra Nath; Parrella, Maria Lucia GRID: a variable selection and structure discovery method for high dimensional nonparametric regression. (English) Zbl 1454.62125 Ann. Stat. 48, No. 3, 1848-1874 (2020). Reviewer: Krzysztof J. Szajowski (Wrocław) MSC: 62G08 62G20 62G10 62H15 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Li, Haoran; Aue, Alexander; Paul, Debashis; Peng, Jie; Wang, Pei An adaptable generalization of Hotelling’s \(T^2\) test in high dimension. (English) Zbl 1451.62083 Ann. Stat. 48, No. 3, 1815-1847 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62J10 62H15 62H20 60B20 60G15 15B52 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Cannings, Timothy I.; Berrett, Thomas B.; Samworth, Richard J. Local nearest neighbour classification with applications to semi-supervised learning. (English) Zbl 1451.62071 Ann. Stat. 48, No. 3, 1789-1814 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62H30 62G20 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Han, Lei; Tan, Kean Ming; Yang, Ting; Zhang, Tong Local uncertainty sampling for large-scale multiclass logistic regression. (English) Zbl 1452.62163 Ann. Stat. 48, No. 3, 1770-1788 (2020). Reviewer: T. J. Rao (Visakhapatnam) MSC: 62D05 62F10 62J12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Zhao, Qingyuan; Wang, Jingshu; Hemani, Gibran; Bowden, Jack; Small, Dylan S. Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score. (English) Zbl 1465.62050 Ann. Stat. 48, No. 3, 1742-1769 (2020). MSC: 62F03 62F12 62F35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Cattaneo, Matias D.; Farrell, Max H.; Feng, Yingjie Large sample properties of partitioning-based series estimators. (English) Zbl 1457.62108 Ann. Stat. 48, No. 3, 1718-1741 (2020). Reviewer: Thorsten Dickhaus (Bremen) MSC: 62G08 62G20 65C05 65D07 42C40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Kneip, Alois; Liebl, Dominik On the optimal reconstruction of partially observed functional data. (English) Zbl 1452.62990 Ann. Stat. 48, No. 3, 1692-1717 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62R10 62M20 62H25 62G05 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Chen, Xi; Zhou, Wen-Xin Robust inference via multiplier bootstrap. (English) Zbl 1458.62075 Ann. Stat. 48, No. 3, 1665-1691 (2020). Reviewer: Thorsten Dickhaus (Bremen) MSC: 62F35 62F40 62J15 62J05 60F10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Mendelson, Shahar; Zhivotovskiy, Nikita Robust covariance estimation under \(L_4\)-\(L_2\) norm equivalence. (English) Zbl 1451.62084 Ann. Stat. 48, No. 3, 1648-1664 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J10 62G35 62G15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Fang, Xiao; Li, Jian; Siegmund, David Segmentation and estimation of change-point models: false positive control and confidence regions. (English) Zbl 1451.62035 Ann. Stat. 48, No. 3, 1615-1647 (2020). Reviewer: Wiesław Dziubdziela (Miedziana Góra) MSC: 62G05 62G15 62P10 92D20 62G10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Cai, T. Tony; Wu, Yihong Statistical and computational limits for sparse matrix detection. (English) Zbl 1453.62285 Ann. Stat. 48, No. 3, 1593-1614 (2020). Reviewer: Doina Carp (Bucureşti) MSC: 62C20 62H12 62H15 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Kim, Kyongwon; Li, Bing; Yu, Zhou; Li, Lexin On post dimension reduction statistical inference. (English) Zbl 1452.62284 Ann. Stat. 48, No. 3, 1567-1592 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62G08 62J02 62H15 62P20 62P30 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Biau, Gérard; Cadre, Benoît; Sangnier, Maxime; Tanielian, Ugo Some theoretical properties of GANs. (English) Zbl 1451.62107 Ann. Stat. 48, No. 3, 1539-1566 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62M45 62F12 60F05 68T01 91A05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Shah, Rajen D.; Peters, Jonas The hardness of conditional independence testing and the generalised covariance measure. (English) Zbl 1451.62081 Ann. Stat. 48, No. 3, 1514-1538 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62J07 62G10 62G08 62H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Syring, Nicholas; Martin, Ryan Robust and rate-optimal Gibbs posterior inference on the boundary of a noisy image. (English) Zbl 1454.62209 Ann. Stat. 48, No. 3, 1498-1513 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62H35 62G20 62G05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Alquier, Pierre; Ridgway, James Concentration of tempered posteriors and of their variational approximations. (English) Zbl 1454.62135 Ann. Stat. 48, No. 3, 1475-1497 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62G15 62C10 62C20 62F25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Abbe, Emmanuel; Fan, Jianqing; Wang, Kaizheng; Zhong, Yiqiao Entrywise eigenvector analysis of random matrices with low expected rank. (English) Zbl 1450.62066 Ann. Stat. 48, No. 3, 1452-1474 (2020). Reviewer: Glauber Márcio Silveira Pereira (Ceará) MSC: 62H25 60B20 15B52 62H12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Reiss, Markus; Schmidt-Hieber, Johannes Nonparametric Bayesian analysis of the compound Poisson prior for support boundary recovery. (English) Zbl 1452.62155 Ann. Stat. 48, No. 3, 1432-1451 (2020). Reviewer: Doina Carp (Bucureşti) MSC: 62C10 62G05 60G55 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Barber, Rina Foygel; Candès, Emmanuel J.; Samworth, Richard J. Robust inference with knockoffs. (English) Zbl 1452.62193 Ann. Stat. 48, No. 3, 1409-1431 (2020). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62F03 62F35 62G10 62G35 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Nickl, Richard; Ray, Kolyan Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions. (English) Zbl 1450.62041 Ann. Stat. 48, No. 3, 1383-1408 (2020). Reviewer: Wiesław Dziubdziela (Miedziana Góra) MSC: 62G20 60J60 60H10 60F17 62R10 65N21 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Dieuleveut, Aymeric; Durmus, Alain; Bach, Francis Bridging the gap between constant step size stochastic gradient descent and Markov chains. (English) Zbl 1454.62242 Ann. Stat. 48, No. 3, 1348-1382 (2020). Reviewer: Krzysztof J. Szajowski (Wrocław) MSC: 62L20 90C15 93E35 60J22 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Liang, Tengyuan; Rakhlin, Alexander Just interpolate: kernel “ridgeless” regression can generalize. (English) Zbl 1453.68155 Ann. Stat. 48, No. 3, 1329-1347 (2020). MSC: 68T05 46E22 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Xue, Kaijie; Yao, Fang Distribution and correlation-free two-sample test of high-dimensional means. (English) Zbl 1454.62157 Ann. Stat. 48, No. 3, 1304-1328 (2020). Reviewer: Pavel Stoynov (Sofia) MSC: 62H05 62H15 62F05 60F05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Blanchard, Gilles; Neuvial, Pierre; Roquain, Etienne Post hoc confidence bounds on false positives using reference families. (English) Zbl 1450.62038 Ann. Stat. 48, No. 3, 1281-1303 (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62G10 62H15 62R07 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Cai, T. Tony; Han, Xiao; Pan, Guangming Limiting laws for divergent spiked eigenvalues and largest nonspiked eigenvalue of sample covariance matrices. (English) Zbl 1456.62113 Ann. Stat. 48, No. 3, 1255-1280 (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62H25 60B20 15B52 60F05 62H10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Johnstone, Iain M.; Onatski, Alexei Testing in high-dimensional spiked models. (English) Zbl 1452.62192 Ann. Stat. 48, No. 3, 1231-1254 (2020). Reviewer: Arakaparampil M. Mathai (Montréal) MSC: 62E20 62H10 62H15 62H25 15A18 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid