Atikah, Nur; Widodo, Basuki; Mardlijah; Rahardjo, Swasono; Harini, Sri; Dinnullah, Riski Nur Istiqomah Monte Carlo simulation of the multivariate spatial Durbin model for complex data sets. (English) Zbl 07907984 Int. J. Math. Comput. Sci. 20, No. 1, 223-233 (2025). MSC: 62H12 62H15 PDFBibTeX XMLCite \textit{N. Atikah} et al., Int. J. Math. Comput. Sci. 20, No. 1, 223--233 (2025; Zbl 07907984) Full Text: DOI
Ocampo R., David L.; Riaño-Rojas, J. C.; Martínez H., Lorenzo J. Regression model with scalar response and temporally and spatially correlated functional predictors. (English) Zbl 07907967 Int. J. Math. Comput. Sci. 20, No. 1, 109-122 (2025). MSC: 62H12 62H86 60E10 62H12 PDFBibTeX XMLCite \textit{D. L. Ocampo R.} et al., Int. J. Math. Comput. Sci. 20, No. 1, 109--122 (2025; Zbl 07907967) Full Text: DOI
Zhang, Yu; Feng, Long Adaptive rank-based tests for high dimensional mean problems. (English) Zbl 07913942 Stat. Probab. Lett. 214, Article ID 110226, 11 p. (2024). MSC: 62H12 62F12 PDFBibTeX XMLCite \textit{Y. Zhang} and \textit{L. Feng}, Stat. Probab. Lett. 214, Article ID 110226, 11 p. (2024; Zbl 07913942) Full Text: DOI arXiv
Bernstein, Daniel Irving; Dewar, Sean; Gortler, Steven J.; Nixon, Anthony; Sitharam, Meera; Theran, Louis Maximum likelihood thresholds via graph rigidity. (English) Zbl 07900410 Ann. Appl. Probab. 34, No. 3, 3288-3319 (2024). MSC: 62H12 52C25 90C25 PDFBibTeX XMLCite \textit{D. I. Bernstein} et al., Ann. Appl. Probab. 34, No. 3, 3288--3319 (2024; Zbl 07900410) Full Text: DOI arXiv Link
Jiang, Jie; Wang, Lichun Bayes minimax estimator of the mean vector in an elliptically contoured distribution. (English) Zbl 07898561 Stat. Probab. Lett. 213, Article ID 110186, 8 p. (2024). MSC: 62H12 62F15 62C10 PDFBibTeX XMLCite \textit{J. Jiang} and \textit{L. Wang}, Stat. Probab. Lett. 213, Article ID 110186, 8 p. (2024; Zbl 07898561) Full Text: DOI
Zhou, Yi; Zhang, Bin Ridge estimation of covariance matrix from data in two classes. (English) Zbl 07893330 Appl. Math., Praha 69, No. 2, 169-184 (2024). MSC: 62H12 62J07 PDFBibTeX XMLCite \textit{Y. Zhou} and \textit{B. Zhang}, Appl. Math., Praha 69, No. 2, 169--184 (2024; Zbl 07893330) Full Text: DOI
Bongiorno, Christian Bootstraps regularize singular correlation matrices. (English) Zbl 07881056 J. Comput. Appl. Math. 449, Article ID 115958, 4 p. (2024). MSC: 62H12 PDFBibTeX XMLCite \textit{C. Bongiorno}, J. Comput. Appl. Math. 449, Article ID 115958, 4 p. (2024; Zbl 07881056) Full Text: DOI arXiv
Li, Huimin; Wang, Jinru Sparse basis covariance matrix estimation for high dimensional compositional data via hard thresholding. (English) Zbl 07878507 Stat. Probab. Lett. 209, Article ID 110088, 7 p. (2024). MSC: 62H12 62F30 62J10 62K99 PDFBibTeX XMLCite \textit{H. Li} and \textit{J. Wang}, Stat. Probab. Lett. 209, Article ID 110088, 7 p. (2024; Zbl 07878507) Full Text: DOI
Wang, Haofeng; Jiang, Xuejun; Zhou, Min; Jiang, Jiancheng Variable selection for distributed sparse regression under memory constraints. (English) Zbl 07873904 Commun. Math. Stat. 12, No. 2, 307-338 (2024). MSC: 62H12 62J12 PDFBibTeX XMLCite \textit{H. Wang} et al., Commun. Math. Stat. 12, No. 2, 307--338 (2024; Zbl 07873904) Full Text: DOI
Miao, Li; Wang, Jinru Sparse precision matrix estimation under lower polynomial moment assumption. (English) Zbl 1539.62144 Math. Methods Appl. Sci. 47, No. 4, 2925-2940 (2024). MSC: 62H12 62F12 PDFBibTeX XMLCite \textit{L. Miao} and \textit{J. Wang}, Math. Methods Appl. Sci. 47, No. 4, 2925--2940 (2024; Zbl 1539.62144) Full Text: DOI
Hewage, Sameera; Sang, Yongli Jackknife empirical likelihood confidence intervals for the categorical Gini correlation. (English) Zbl 1539.62142 J. Stat. Plann. Inference 231, Article ID 106123, 15 p. (2024). MSC: 62H12 62G15 62H20 PDFBibTeX XMLCite \textit{S. Hewage} and \textit{Y. Sang}, J. Stat. Plann. Inference 231, Article ID 106123, 15 p. (2024; Zbl 1539.62142) Full Text: DOI arXiv
Wang, Xuanci; Zhang, Bin Target selection in shrinkage estimation of covariance matrix: a structural similarity approach. (English) Zbl 07850492 Stat. Probab. Lett. 208, Article ID 110048, 8 p. (2024). MSC: 62H12 62H15 62J10 62P05 PDFBibTeX XMLCite \textit{X. Wang} and \textit{B. Zhang}, Stat. Probab. Lett. 208, Article ID 110048, 8 p. (2024; Zbl 07850492) Full Text: DOI
Zhang, Jing; Guo, Shaojun Regularized covariance matrix estimation in high dimensional approximate factor models. (English) Zbl 1537.62022 Stat. Probab. Lett. 207, Article ID 110017, 7 p. (2024). MSC: 62H12 62H25 62J07 PDFBibTeX XMLCite \textit{J. Zhang} and \textit{S. Guo}, Stat. Probab. Lett. 207, Article ID 110017, 7 p. (2024; Zbl 1537.62022) Full Text: DOI
Zou, Nan Estimating POT second-order parameter for bias correction. (English) Zbl 07846643 J. Nonparametric Stat. 36, No. 2, 455-476 (2024). MSC: 62H12 PDFBibTeX XMLCite \textit{N. Zou}, J. Nonparametric Stat. 36, No. 2, 455--476 (2024; Zbl 07846643) Full Text: DOI arXiv
Purkayastha, Soumik; Song, Peter X.-K. fastMI: a fast and consistent copula-based nonparametric estimator of mutual information. (English) Zbl 07823267 J. Multivariate Anal. 201, Article ID 105270, 16 p. (2024). MSC: 62H12 62G05 PDFBibTeX XMLCite \textit{S. Purkayastha} and \textit{P. X. K. Song}, J. Multivariate Anal. 201, Article ID 105270, 16 p. (2024; Zbl 07823267) Full Text: DOI arXiv
Fan, Xinyao; Joe, Harry High-dimensional factor copula models with estimation of latent variables. (English) Zbl 07823260 J. Multivariate Anal. 201, Article ID 105263, 20 p. (2024). MSC: 62H12 62F12 PDFBibTeX XMLCite \textit{X. Fan} and \textit{H. Joe}, J. Multivariate Anal. 201, Article ID 105263, 20 p. (2024; Zbl 07823260) Full Text: DOI arXiv
Nakakita, Shogo; Alquier, Pierre; Imaizumi, Masaaki Dimension-free bounds for sums of dependent matrices and operators with heavy-tailed distributions. (English) Zbl 07823235 Electron. J. Stat. 18, No. 1, 1130-1159 (2024). MSC: 62H12 40C05 60G51 PDFBibTeX XMLCite \textit{S. Nakakita} et al., Electron. J. Stat. 18, No. 1, 1130--1159 (2024; Zbl 07823235) Full Text: DOI arXiv Link
Nezakati, Ensiyeh; Pircalabelu, Eugen Estimation and inference in sparse multivariate regression and conditional Gaussian graphical models under an unbalanced distributed setting. (English) Zbl 07823223 Electron. J. Stat. 18, No. 1, 599-652 (2024). MSC: 62H12 62H22 62J07 PDFBibTeX XMLCite \textit{E. Nezakati} and \textit{E. Pircalabelu}, Electron. J. Stat. 18, No. 1, 599--652 (2024; Zbl 07823223) Full Text: DOI Link
Sagar, Ksheera; Banerjee, Sayantan; Datta, Jyotishka; Bhadra, Anindya Precision matrix estimation under the horseshoe-like prior-penalty dual. (English) Zbl 07823206 Electron. J. Stat. 18, No. 1, 1-46 (2024). MSC: 62H12 62F12 62F15 PDFBibTeX XMLCite \textit{K. Sagar} et al., Electron. J. Stat. 18, No. 1, 1--46 (2024; Zbl 07823206) Full Text: DOI arXiv Link
Dou, Zehao; Fan, Zhou; Zhou, Harrison H. Rates of estimation for high-dimensional multireference alignment. (English) Zbl 1539.62140 Ann. Stat. 52, No. 1, 261-284 (2024). MSC: 62H12 62C20 94A12 PDFBibTeX XMLCite \textit{Z. Dou} et al., Ann. Stat. 52, No. 1, 261--284 (2024; Zbl 1539.62140) Full Text: DOI arXiv Link
Cruz-Torres, Cristian A Bayesian estimation of bivariate GARCH-M models. (Spanish. English summary) Zbl 07810078 Rev. Mat. Teor. Apl. 31, No. 1, 99-126 (2024). MSC: 62H12 62M10 62F15 PDFBibTeX XMLCite \textit{C. Cruz-Torres}, Rev. Mat. Teor. Apl. 31, No. 1, 99--126 (2024; Zbl 07810078) Full Text: DOI OA License
Liang, Wanfeng; Ma, Xiaoyan A new approach for ultrahigh-dimensional covariance matrix estimation. (English) Zbl 1527.62038 Stat. Probab. Lett. 204, Article ID 109929, 9 p. (2024). MSC: 62H12 62F12 PDFBibTeX XMLCite \textit{W. Liang} and \textit{X. Ma}, Stat. Probab. Lett. 204, Article ID 109929, 9 p. (2024; Zbl 1527.62038) Full Text: DOI
Nkou, Emmanuel De Dieu Stochastic approximation method for kernel sliced average variance estimation. arXiv:2406.15950 Preprint, arXiv:2406.15950 [math.ST] (2024). MSC: 62H12 62J02 62E20 62G05 BibTeX Cite \textit{E. De D. Nkou}, ``Stochastic approximation method for kernel sliced average variance estimation'', Preprint, arXiv:2406.15950 [math.ST] (2024) Full Text: arXiv OA License
Ke, Zheng Tracy; Wang, Jingming Entry-Wise Eigenvector Analysis and Improved Rates for Topic Modeling on Short Documents. arXiv:2405.17806 Preprint, arXiv:2405.17806 [math.ST] (2024). MSC: 62H12 BibTeX Cite \textit{Z. T. Ke} and \textit{J. Wang}, ``Entry-Wise Eigenvector Analysis and Improved Rates for Topic Modeling on Short Documents'', Preprint, arXiv:2405.17806 [math.ST] (2024) Full Text: arXiv OA License
Koltchinskii, Vladimir Estimation of trace functionals and spectral measures of covariance operators in Gaussian models. arXiv:2402.11321 Preprint, arXiv:2402.11321 [math.ST] (2024). MSC: 62H12 62G20 62H25 60B20 BibTeX Cite \textit{V. Koltchinskii}, ``Estimation of trace functionals and spectral measures of covariance operators in Gaussian models'', Preprint, arXiv:2402.11321 [math.ST] (2024) Full Text: arXiv OA License
Deshmukh, Aditya; Liu, Jing; Veeravalli, Venugopal V. Robust mean estimation in high dimensions: an outlier-fraction agnostic and efficient algorithm. (English) Zbl 07883265 IEEE Trans. Inf. Theory 69, No. 7, 4675-4690 (2023). MSC: 62H12 65C05 PDFBibTeX XMLCite \textit{A. Deshmukh} et al., IEEE Trans. Inf. Theory 69, No. 7, 4675--4690 (2023; Zbl 07883265) Full Text: DOI arXiv
Dytso, Alex; Cardone, Martina; Zieder, Ian Meta derivative identity for the conditional expectation. (English) Zbl 07883243 IEEE Trans. Inf. Theory 69, No. 7, 4284-4302 (2023). MSC: 62H12 62M05 PDFBibTeX XMLCite \textit{A. Dytso} et al., IEEE Trans. Inf. Theory 69, No. 7, 4284--4302 (2023; Zbl 07883243) Full Text: DOI
Lugosi, Gábor Mean estimation in high dimension. (English) Zbl 1540.62071 Beliaev, Dmitry (ed.) et al., International congress of mathematicians 2022, ICM 2022, Helsinki, Finland, virtual, July 6–14, 2022. Volume 7. Sections 15–20. Berlin: European Mathematical Society (EMS). 5500-5514 (2023). MSC: 62H12 62G35 68Q25 PDFBibTeX XMLCite \textit{G. Lugosi}, in: International congress of mathematicians 2022, ICM 2022, Helsinki, Finland, virtual, July 6--14, 2022. Volume 7. Sections 15--20. Berlin: European Mathematical Society (EMS). 5500--5514 (2023; Zbl 1540.62071) Full Text: DOI OA License
Shah, Devavrat; Yu, Christina Lee Robust max entrywise error bounds for tensor estimation from sparse observations via similarity-based collaborative filtering. (English) Zbl 07820880 IEEE Trans. Inf. Theory 69, No. 5, 3121-3149 (2023). MSC: 62H12 PDFBibTeX XMLCite \textit{D. Shah} and \textit{C. L. Yu}, IEEE Trans. Inf. Theory 69, No. 5, 3121--3149 (2023; Zbl 07820880) Full Text: DOI arXiv
Dytso, Alex; Poor, H. Vincent; Shitz, Shlomo Shamai Conditional mean estimation in Gaussian noise: a meta derivative identity with applications. (English) Zbl 07820101 IEEE Trans. Inf. Theory 69, No. 3, 1883-1898 (2023). MSC: 62H12 94A12 PDFBibTeX XMLCite \textit{A. Dytso} et al., IEEE Trans. Inf. Theory 69, No. 3, 1883--1898 (2023; Zbl 07820101) Full Text: DOI
Koltchinskii, Vladimir; Wahl, Martin Functional estimation in log-concave location families. (English) Zbl 07814333 Adamczak, Radosław (ed.) et al., High dimensional probability IX. The ethereal volume. Selected papers based on the presentations at the 9th conference, virtual, June 15–19, 2020. Cham: Springer. Prog. Probab. 80, 393-440 (2023). MSC: 62H12 62G20 62H25 60B20 PDFBibTeX XMLCite \textit{V. Koltchinskii} and \textit{M. Wahl}, Prog. Probab. 80, 393--440 (2023; Zbl 07814333) Full Text: DOI arXiv
Wang, Siyang; Gao, Ming Variable selection in zero-inflated Poisson mixture regression. (Chinese. English summary) Zbl 07801245 Acta Math. Appl. Sin. 46, No. 1, 88-100 (2023). MSC: 62H12 62J05 PDFBibTeX XMLCite \textit{S. Wang} and \textit{M. Gao}, Acta Math. Appl. Sin. 46, No. 1, 88--100 (2023; Zbl 07801245) Full Text: Link
Yang, Xuerui; Pan, Jianxin jmcm: a Python package for analyzing longitudinal data using joint mean-covariance models. (English) Zbl 07792998 Commun. Stat., Simulation Comput. 52, No. 11, 5446-5461 (2023). MSC: 62H12 62H20 PDFBibTeX XMLCite \textit{X. Yang} and \textit{J. Pan}, Commun. Stat., Simulation Comput. 52, No. 11, 5446--5461 (2023; Zbl 07792998) Full Text: DOI
Nakonechnyi, O. G.; Zinko, P. M. Estimates of matrix solutions of operator equations with random parameters under uncertainties. (English) Zbl 1538.62182 Mat. Stud. 60, No. 2, 208-222 (2023). MSC: 62H12 62C20 65F45 PDFBibTeX XMLCite \textit{O. G. Nakonechnyi} and \textit{P. M. Zinko}, Mat. Stud. 60, No. 2, 208--222 (2023; Zbl 1538.62182) Full Text: DOI
Oda, Ryoya; Ohishi, Mineaki; Suzuki, Yuya; Yanagihara, Hirokazu An \(\ell_{2,0}\)-norm constrained matrix optimization via extended discrete first-order algorithms. (English) Zbl 07787840 Hiroshima Math. J. 53, No. 3, 251-267 (2023). MSC: 62H12 90C26 PDFBibTeX XMLCite \textit{R. Oda} et al., Hiroshima Math. J. 53, No. 3, 251--267 (2023; Zbl 07787840) Full Text: DOI
Geraldo, Issa Cherif Exact computation of the asymptotic variance matrix for a tuple of multinomial distributions with dependent parameters. (English) Zbl 1538.62178 Gulf J. Math. 15, No. 2, 117-132 (2023). MSC: 62H12 62F12 62F30 PDFBibTeX XMLCite \textit{I. C. Geraldo}, Gulf J. Math. 15, No. 2, 117--132 (2023; Zbl 1538.62178) Full Text: DOI
Boubacar Maïnassara, Yacouba; Ursu, Eugen Correction to: “Estimating weak periodic vector autoregressive time series”. (English) Zbl 1531.62032 Test 32, No. 3, 1132-1133 (2023). MSC: 62H12 62M10 91B84 PDFBibTeX XMLCite \textit{Y. Boubacar Maïnassara} and \textit{E. Ursu}, Test 32, No. 3, 1132--1133 (2023; Zbl 1531.62032) Full Text: DOI
Liu, Xiumin; Niu, Lu; Zhao, Junlong Statistical inference on the significance of rows and columns for matrix-valued data in an additive model. (English) Zbl 1527.62039 Test 32, No. 3, 785-828 (2023). MSC: 62H12 62H15 62P10 PDFBibTeX XMLCite \textit{X. Liu} et al., Test 32, No. 3, 785--828 (2023; Zbl 1527.62039) Full Text: DOI
Peng, Ling; Tan, Xiang Yong; Xiao, Pei Wen; Rizk, Zeinab; Liu, Xiao Hui Oracle inequality for sparse trace regression models with exponential \(\beta\)-mixing errors. (English) Zbl 07762017 Acta Math. Sin., Engl. Ser. 39, No. 10, 2031-2053 (2023). MSC: 62H12 62J07 PDFBibTeX XMLCite \textit{L. Peng} et al., Acta Math. Sin., Engl. Ser. 39, No. 10, 2031--2053 (2023; Zbl 07762017) Full Text: DOI
Li, Zeng; Wang, Cheng; Wang, Qinwen On eigenvalues of a high-dimensional Kendall’s rank correlation matrix with dependence. (English) Zbl 07761601 Sci. China, Math. 66, No. 11, 2615-2640 (2023). MSC: 62H12 62G35 60F05 PDFBibTeX XMLCite \textit{Z. Li} et al., Sci. China, Math. 66, No. 11, 2615--2640 (2023; Zbl 07761601) Full Text: DOI arXiv
Amato, Umberto; Antoniadis, Anestis; De Feis, Italia; Gijbels, Irène Penalized wavelet nonparametric univariate logistic regression for irregular spaced data. (English) Zbl 07757618 Statistics 57, No. 5, 1037-1060 (2023). MSC: 62H12 60K35 62G08 PDFBibTeX XMLCite \textit{U. Amato} et al., Statistics 57, No. 5, 1037--1060 (2023; Zbl 07757618) Full Text: DOI
Wang, Hongxia; Fang, Liyun; Bu, Shijie; Xu, Peirong Dimension reduction for longitudinal data based on martingale difference divergence. (Chinese. English summary) Zbl 1538.62183 Chin. J. Appl. Probab. Stat. 39, No. 1, 132-158 (2023). MSC: 62H12 PDFBibTeX XMLCite \textit{H. Wang} et al., Chin. J. Appl. Probab. Stat. 39, No. 1, 132--158 (2023; Zbl 1538.62183) Full Text: Link
Zhao, Qing; Wang, Huiwen; Wang, Shanshan Robust regression for interval-valued data based on midpoints and log-ranges. (English) Zbl 07739768 Adv. Data Anal. Classif., ADAC 17, No. 3, 583-621 (2023). MSC: 62H12 62J05 PDFBibTeX XMLCite \textit{Q. Zhao} et al., Adv. Data Anal. Classif., ADAC 17, No. 3, 583--621 (2023; Zbl 07739768) Full Text: DOI
Khan, Manzoor; Olivier, Jake Regression to the mean: estimation and adjustment under the bivariate normal distribution. (English) Zbl 07736126 Commun. Stat., Theory Methods 52, No. 19, 6972-6990 (2023). MSC: 62H12 PDFBibTeX XMLCite \textit{M. Khan} and \textit{J. Olivier}, Commun. Stat., Theory Methods 52, No. 19, 6972--6990 (2023; Zbl 07736126) Full Text: DOI
Asfha, Huruy; Hu, Xiaomi An algorithm for a pseudo RMLE under simple tree multivariate order restriction. (English) Zbl 1518.62005 Stat. Probab. Lett. 202, Article ID 109905, 6 p. (2023). MSC: 62H12 62F30 PDFBibTeX XMLCite \textit{H. Asfha} and \textit{X. Hu}, Stat. Probab. Lett. 202, Article ID 109905, 6 p. (2023; Zbl 1518.62005) Full Text: DOI
Chernozhukov, Victor; Hansen, Christian; Liao, Yuan; Zhu, Yinchu Inference for low-rank models. (English) Zbl 1539.62138 Ann. Stat. 51, No. 3, 1309-1330 (2023). MSC: 62H12 62F12 62H25 62J05 PDFBibTeX XMLCite \textit{V. Chernozhukov} et al., Ann. Stat. 51, No. 3, 1309--1330 (2023; Zbl 1539.62138) Full Text: DOI arXiv Link
Zhou, Quan; Chang, Hyunwoong Complexity analysis of Bayesian learning of high-dimensional DAG models and their equivalence classes. (English) Zbl 1539.62148 Ann. Stat. 51, No. 3, 1058-1085 (2023). MSC: 62H12 62F15 62J05 62F12 68T05 PDFBibTeX XMLCite \textit{Q. Zhou} and \textit{H. Chang}, Ann. Stat. 51, No. 3, 1058--1085 (2023; Zbl 1539.62148) Full Text: DOI arXiv Link
Pilliat, Emmanuel; Carpentier, Alexandra; Verzelen, Nicolas Optimal permutation estimation in crowdsourcing problems. (English) Zbl 1539.62145 Ann. Stat. 51, No. 3, 935-961 (2023). MSC: 62H12 62C20 62F07 PDFBibTeX XMLCite \textit{E. Pilliat} et al., Ann. Stat. 51, No. 3, 935--961 (2023; Zbl 1539.62145) Full Text: DOI arXiv Link
Koner, Salil; Williams, Jonathan P. The EAS approach to variable selection for multivariate response data in high-dimensional settings. (English) Zbl 07731274 Electron. J. Stat. 17, No. 2, 1947-1995 (2023). MSC: 62H12 PDFBibTeX XMLCite \textit{S. Koner} and \textit{J. P. Williams}, Electron. J. Stat. 17, No. 2, 1947--1995 (2023; Zbl 07731274) Full Text: DOI arXiv Link
Fourdrinier, Dominique; Kubokawa, Tatsuya; Strawderman, William E. Shrinkage estimation of a location parameter for a multivariate skew elliptic distribution. (English) Zbl 07730323 Sankhyā, Ser. A 85, No. 1, 808-828 (2023). MSC: 62H12 62F10 62C99 PDFBibTeX XMLCite \textit{D. Fourdrinier} et al., Sankhyā, Ser. A 85, No. 1, 808--828 (2023; Zbl 07730323) Full Text: DOI
Dang-Phuong-lan Nguyen; Hertrich, Johannes; Aujol, Jean-Francois; Berthoumieu, Yannick Image super-resolution with PCA reduced generalized Gaussian mixture models in materials science. (English) Zbl 07725197 Inverse Probl. Imaging 17, No. 6, 1165-1192 (2023). MSC: 62H12 62H25 62H35 65K05 PDFBibTeX XMLCite \textit{Dang-Phuong-lan Nguyen} et al., Inverse Probl. Imaging 17, No. 6, 1165--1192 (2023; Zbl 07725197) Full Text: DOI
Yu, Jianqi; Krishnamoorthy, Kalimuthu; Wang, Bin Multivariate Behrens-Fisher problem using means of auxiliary variables. (English) Zbl 07720146 Commun. Stat., Theory Methods 52, No. 17, 6103-6110 (2023). MSC: 62H12 62H15 PDFBibTeX XMLCite \textit{J. Yu} et al., Commun. Stat., Theory Methods 52, No. 17, 6103--6110 (2023; Zbl 07720146) Full Text: DOI
Ma, Yehan; Yeh, Arthur B.; Chen, John T. Simultaneous confidence regions and weighted hypotheses on parameter arrays. (English) Zbl 1517.62064 Methodol. Comput. Appl. Probab. 25, No. 2, Paper No. 58, 18 p. (2023). MSC: 62H12 62H15 PDFBibTeX XMLCite \textit{Y. Ma} et al., Methodol. Comput. Appl. Probab. 25, No. 2, Paper No. 58, 18 p. (2023; Zbl 1517.62064) Full Text: DOI
Chen, Hao; Xia, Yin A normality test for high-dimensional data based on the nearest neighbor approach. (English) Zbl 1514.62085 J. Am. Stat. Assoc. 118, No. 541, 719-731 (2023). MSC: 62H12 62H20 PDFBibTeX XMLCite \textit{H. Chen} and \textit{Y. Xia}, J. Am. Stat. Assoc. 118, No. 541, 719--731 (2023; Zbl 1514.62085) Full Text: DOI arXiv
Guo, Kevin; Basse, Guillaume The generalized Oaxaca-Blinder estimator. (English) Zbl 1514.62086 J. Am. Stat. Assoc. 118, No. 541, 524-536 (2023). MSC: 62H12 62E20 62F35 62G10 62G15 PDFBibTeX XMLCite \textit{K. Guo} and \textit{G. Basse}, J. Am. Stat. Assoc. 118, No. 541, 524--536 (2023; Zbl 1514.62086) Full Text: DOI arXiv Link
Romanov, Elad; Kur, Gil; Nadler, Boaz Tyler’s and Maronna’s M-estimators: non-asymptotic concentration results. (English) Zbl 1520.62057 J. Multivariate Anal. 196, Article ID 105184, 24 p. (2023). MSC: 62H12 60B20 62F35 94A12 PDFBibTeX XMLCite \textit{E. Romanov} et al., J. Multivariate Anal. 196, Article ID 105184, 24 p. (2023; Zbl 1520.62057) Full Text: DOI arXiv
Lee, Yoonseok; Sul, Donggyu Depth-weighted means of noisy data: an application to estimating the average effect in heterogeneous panels. (English) Zbl 1520.62055 J. Multivariate Anal. 196, Article ID 105165, 17 p. (2023). MSC: 62H12 62E20 62P20 PDFBibTeX XMLCite \textit{Y. Lee} and \textit{D. Sul}, J. Multivariate Anal. 196, Article ID 105165, 17 p. (2023; Zbl 1520.62055) Full Text: DOI
Kundu, Anupam; Pourahmadi, Mohsen MLE of jointly constrained mean-covariance of multivariate normal distributions. (English) Zbl 07683110 Sankhyā, Ser. B 85, No. 1, 1-32 (2023). MSC: 62H12 62F10 62F30 65H17 PDFBibTeX XMLCite \textit{A. Kundu} and \textit{M. Pourahmadi}, Sankhyā, Ser. B 85, No. 1, 1--32 (2023; Zbl 07683110) Full Text: DOI arXiv
Yao, Binhong; Li, Peixing Covariance estimation error of incomplete functional data under RKHS framework. (English) Zbl 1511.62115 Appl. Math. Comput. 443, Article ID 127712, 14 p. (2023). MSC: 62H12 62H20 62R10 PDFBibTeX XMLCite \textit{B. Yao} and \textit{P. Li}, Appl. Math. Comput. 443, Article ID 127712, 14 p. (2023; Zbl 1511.62115) Full Text: DOI
Liebscher, Eckhard; Okhrin, Ostap Semiparametric estimation of the high-dimensional elliptical distribution. (English) Zbl 1520.62056 J. Multivariate Anal. 195, Article ID 105142, 21 p. (2023). MSC: 62H12 62G07 62G20 PDFBibTeX XMLCite \textit{E. Liebscher} and \textit{O. Okhrin}, J. Multivariate Anal. 195, Article ID 105142, 21 p. (2023; Zbl 1520.62056) Full Text: DOI
Cai, Hanqing; Wang, Tengyao Estimation of high-dimensional change-points under a group sparsity structure. (English) Zbl 07662464 Electron. J. Stat. 17, No. 1, 858-894 (2023). MSC: 62H12 62M10 PDFBibTeX XMLCite \textit{H. Cai} and \textit{T. Wang}, Electron. J. Stat. 17, No. 1, 858--894 (2023; Zbl 07662464) Full Text: DOI arXiv Link
Kundu, Anupam; Pourahmadi, Mohsen Bayesian estimation of constrained mean-covariance of normal distributions. (English) Zbl 1502.62061 Stat. Probab. Lett. 194, Article ID 109745, 12 p. (2023). MSC: 62H12 62E15 62F15 62H25 62J12 PDFBibTeX XMLCite \textit{A. Kundu} and \textit{M. Pourahmadi}, Stat. Probab. Lett. 194, Article ID 109745, 12 p. (2023; Zbl 1502.62061) Full Text: DOI arXiv
Yuasa, Ryota; Kubokawa, Tatsuya Weighted shrinkage estimators of normal mean matrices and dominance properties. (English) Zbl 1520.62059 J. Multivariate Anal. 194, Article ID 105138, 17 p. (2023). MSC: 62H12 62C12 62C20 62J07 PDFBibTeX XMLCite \textit{R. Yuasa} and \textit{T. Kubokawa}, J. Multivariate Anal. 194, Article ID 105138, 17 p. (2023; Zbl 1520.62059) Full Text: DOI
Voutilainen, Marko; Ilmonen, Pauliina; Viitasaari, Lauri; Lietzén, Niko Note on asymptotic behavior of spatial sign autocovariance matrices. (English) Zbl 1499.62181 Stat. Probab. Lett. 192, Article ID 109679, 8 p. (2023). MSC: 62H12 60F05 60G15 60G10 62H11 PDFBibTeX XMLCite \textit{M. Voutilainen} et al., Stat. Probab. Lett. 192, Article ID 109679, 8 p. (2023; Zbl 1499.62181) Full Text: DOI OA License
Koltchinskii, Vladimir; Li, Minghao Functional estimation in high-dimensional and infinite-dimensional models. arXiv:2310.16129 Preprint, arXiv:2310.16129 [math.ST] (2023). MSC: 62H12 62G20 62H25 60B20 BibTeX Cite \textit{V. Koltchinskii} and \textit{M. Li}, ``Functional estimation in high-dimensional and infinite-dimensional models'', Preprint, arXiv:2310.16129 [math.ST] (2023) Full Text: arXiv OA License
Neumeyer, Natalie; Omelka, Marek Generalized Hadamard differentiability of the copula mapping and its applications. arXiv:2303.16260 Preprint, arXiv:2303.16260 [math.ST] (2023). MSC: 62H12 BibTeX Cite \textit{N. Neumeyer} and \textit{M. Omelka}, ``Generalized Hadamard differentiability of the copula mapping and its applications'', Preprint, arXiv:2303.16260 [math.ST] (2023) Full Text: arXiv OA License
Bercu, Bernard; Bigot, Jérémie; Thurin, Gauthier Stochastic optimal transport in Banach Spaces for regularized estimation of multivariate quantiles. arXiv:2302.00982 Preprint, arXiv:2302.00982 [math.PR] (2023). MSC: 62H12 62G20 62L20 BibTeX Cite \textit{B. Bercu} et al., ``Stochastic optimal transport in Banach Spaces for regularized estimation of multivariate quantiles'', Preprint, arXiv:2302.00982 [math.PR] (2023) Full Text: arXiv OA License
Auddy, Arnab; Yuan, Ming On estimating rank-one spiked tensors in the presence of heavy tailed errors. (English) Zbl 1534.62065 IEEE Trans. Inf. Theory 68, No. 12, 8053-8075 (2022). MSC: 62H12 62G20 62H25 PDFBibTeX XMLCite \textit{A. Auddy} and \textit{M. Yuan}, IEEE Trans. Inf. Theory 68, No. 12, 8053--8075 (2022; Zbl 1534.62065) Full Text: DOI arXiv
Bhattacharya, Sohom; Chatterjee, Sourav Matrix completion with data-dependent missingness probabilities. (English) Zbl 1533.62036 IEEE Trans. Inf. Theory 68, No. 10, 6762-6773 (2022). MSC: 62H12 15A83 90C25 90C90 PDFBibTeX XMLCite \textit{S. Bhattacharya} and \textit{S. Chatterjee}, IEEE Trans. Inf. Theory 68, No. 10, 6762--6773 (2022; Zbl 1533.62036) Full Text: DOI arXiv
Casini, Alessandro Comment on: Andrews (1991) “Heteroskedasticity and autocorrelation consistent covariance matrix estimation”. (English) Zbl 07792822 Econometrica 90, No. 4, 1-2 (2022). MSC: 62H12 62F05 PDFBibTeX XMLCite \textit{A. Casini}, Econometrica 90, No. 4, 1--2 (2022; Zbl 07792822) Full Text: DOI
Zhang, Zhentao; Wang, Jinru Perturbation upper bounds for singular subspaces with a kind of heteroskedastic noise and its application in clustering. (English) Zbl 1527.62040 Math. Methods Appl. Sci. 45, No. 12, 7510-7525 (2022). MSC: 62H12 65F15 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} and \textit{J. Wang}, Math. Methods Appl. Sci. 45, No. 12, 7510--7525 (2022; Zbl 1527.62040) Full Text: DOI
Li, Qifang Su Zhifang Estimation of partial functional linear regression model under dependent condition. (Chinese. English summary) Zbl 1524.62258 Chin. J. Appl. Probab. Stat. 38, No. 6, 904-918 (2022). MSC: 62H12 62J05 62P12 PDFBibTeX XMLCite \textit{Q. S. Z. Li}, Chin. J. Appl. Probab. Stat. 38, No. 6, 904--918 (2022; Zbl 1524.62258) Full Text: DOI
Kalina, Jan; Tichavský, Jan The minimum weighted covariance determinant estimator for high-dimensional data. (English) Zbl 07703094 Adv. Data Anal. Classif., ADAC 16, No. 4, 977-999 (2022). MSC: 62H12 62F35 PDFBibTeX XMLCite \textit{J. Kalina} and \textit{J. Tichavský}, Adv. Data Anal. Classif., ADAC 16, No. 4, 977--999 (2022; Zbl 07703094) Full Text: DOI
Slama, Sahar; Slaoui, Yousri; Fathallah, Hamdi The stochastic approximation method for semi-recursive multivariate kernel-type regression estimation. (English) Zbl 1524.62261 Theory Stoch. Process. 26, No. 1, 27-59 (2022). MSC: 62H12 62G08 62G09 62L20 65D10 62P10 PDFBibTeX XMLCite \textit{S. Slama} et al., Theory Stoch. Process. 26, No. 1, 27--59 (2022; Zbl 1524.62261) Full Text: DOI
Landa, Boris; Zhang, Thomas T. C. K.; Kluger, Yuval Biwhitening reveals the rank of a count matrix. (English) Zbl 07669883 SIAM J. Math. Data Sci. 4, No. 4, 1420-1446 (2022). MSC: 62H12 62H25 PDFBibTeX XMLCite \textit{B. Landa} et al., SIAM J. Math. Data Sci. 4, No. 4, 1420--1446 (2022; Zbl 07669883) Full Text: DOI arXiv
Wang, Jiayi; Wong, Raymond K. W.; Zhang, Xiaoke Low-rank covariance function estimation for multidimensional functional data. (English) Zbl 1507.62254 J. Am. Stat. Assoc. 117, No. 538, 809-822 (2022). MSC: 62H12 62R10 PDFBibTeX XMLCite \textit{J. Wang} et al., J. Am. Stat. Assoc. 117, No. 538, 809--822 (2022; Zbl 1507.62254) Full Text: DOI arXiv
Bonvini, Matteo; Kennedy, Edward H. Sensitivity analysis via the proportion of unmeasured confounding. (English) Zbl 1506.62299 J. Am. Stat. Assoc. 117, No. 539, 1540-1550 (2022). MSC: 62H12 62H15 62D20 PDFBibTeX XMLCite \textit{M. Bonvini} and \textit{E. H. Kennedy}, J. Am. Stat. Assoc. 117, No. 539, 1540--1550 (2022; Zbl 1506.62299) Full Text: DOI arXiv
Liu, Wanjun; Ke, Yuan; Liu, Jingyuan; Li, Runze Model-free feature screening and FDR control with knockoff features. (English) Zbl 1506.62303 J. Am. Stat. Assoc. 117, No. 537, 428-443 (2022). MSC: 62H12 62R07 62H20 PDFBibTeX XMLCite \textit{W. Liu} et al., J. Am. Stat. Assoc. 117, No. 537, 428--443 (2022; Zbl 1506.62303) Full Text: DOI arXiv
Chang, Jinyuan; Kolaczyk, Eric D.; Yao, Qiwei Estimation of subgraph densities in noisy networks. (English) Zbl 1506.62301 J. Am. Stat. Assoc. 117, No. 537, 361-374 (2022). MSC: 62H12 68M14 68P30 68R10 PDFBibTeX XMLCite \textit{J. Chang} et al., J. Am. Stat. Assoc. 117, No. 537, 361--374 (2022; Zbl 1506.62301) Full Text: DOI arXiv
Armaut, Sara; Diel, Roland; Laloë, Thomas Depth level set estimation and associated risk measures. (English) Zbl 07650530 Electron. J. Stat. 16, No. 2, 6584-6630 (2022). MSC: 62H12 62G05 PDFBibTeX XMLCite \textit{S. Armaut} et al., Electron. J. Stat. 16, No. 2, 6584--6630 (2022; Zbl 07650530) Full Text: DOI Link
Ghorbel, Emna; Kammoun, Kaouthar; Louati, Mahdi; Sallem, Akram Estimation of the parameters of a Wishart extension on symmetric matrices. (English) Zbl 1524.62255 J. Korean Stat. Soc. 51, No. 4, 1071-1089 (2022). MSC: 62H12 60B20 PDFBibTeX XMLCite \textit{E. Ghorbel} et al., J. Korean Stat. Soc. 51, No. 4, 1071--1089 (2022; Zbl 1524.62255) Full Text: DOI
Dirksen, Sjoerd; Maly, Johannes; Rauhut, Holger Covariance estimation under one-bit quantization. (English) Zbl 1539.62139 Ann. Stat. 50, No. 6, 3538-3562 (2022). MSC: 62H12 62F12 94A12 PDFBibTeX XMLCite \textit{S. Dirksen} et al., Ann. Stat. 50, No. 6, 3538--3562 (2022; Zbl 1539.62139) Full Text: DOI arXiv Link
Wang, Yu; Sun, Zeyu; Song, Dogyoon; Hero, Alfred Kronecker-structured covariance models for multiway data. (English) Zbl 1502.62063 Stat. Surv. 16, 238-270 (2022). MSC: 62H12 60H15 60H20 62J07 62J10 62P12 PDFBibTeX XMLCite \textit{Y. Wang} et al., Stat. Surv. 16, 238--270 (2022; Zbl 1502.62063) Full Text: DOI arXiv Link
Li, Chikun; Jin, Baisuo Outlier detection via a block diagonal product estimator. (English) Zbl 1502.62062 J. Syst. Sci. Complex. 35, No. 5, 1929-1943 (2022). MSC: 62H12 62H20 PDFBibTeX XMLCite \textit{C. Li} and \textit{B. Jin}, J. Syst. Sci. Complex. 35, No. 5, 1929--1943 (2022; Zbl 1502.62062) Full Text: DOI
Galstyan, Tigran; Minasyan, Arshak; Dalalyan, Arnak S. Optimal detection of the feature matching map in presence of noise and outliers. (English) Zbl 07633946 Electron. J. Stat. 16, No. 2, 5720-5750 (2022). MSC: 62H12 62F35 PDFBibTeX XMLCite \textit{T. Galstyan} et al., Electron. J. Stat. 16, No. 2, 5720--5750 (2022; Zbl 07633946) Full Text: arXiv Link
Dürre, Alexander; Paindaveine, Davy Affine-equivariant inference for multivariate location under \({L_p}\) loss functions. (English) Zbl 1539.62141 Ann. Stat. 50, No. 5, 2616-2640 (2022). MSC: 62H12 62E20 62G20 62H15 PDFBibTeX XMLCite \textit{A. Dürre} and \textit{D. Paindaveine}, Ann. Stat. 50, No. 5, 2616--2640 (2022; Zbl 1539.62141) Full Text: DOI
Qi, Xinyu; Wang, Jinru; Zeng, Xiaochen Minimax optimal estimation of high-dimensional sparse covariance matrices with missing data. (English) Zbl 1498.62110 Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250021, 12 p. (2022). MSC: 62H12 62C20 62F12 PDFBibTeX XMLCite \textit{X. Qi} et al., Int. J. Wavelets Multiresolut. Inf. Process. 20, No. 6, Article ID 2250021, 12 p. (2022; Zbl 1498.62110) Full Text: DOI
Koltchinskii, Vladimir Estimation of smooth functionals in high-dimensional models: bootstrap chains and Gaussian approximation. (English) Zbl 1539.62143 Ann. Stat. 50, No. 4, 2386-2415 (2022). MSC: 62H12 62G05 62G20 60F05 62H25 PDFBibTeX XMLCite \textit{V. Koltchinskii}, Ann. Stat. 50, No. 4, 2386--2415 (2022; Zbl 1539.62143) Full Text: DOI arXiv
Zhu, Banghua; Jiao, Jiantao; Steinhardt, Jacob Generalized resilience and robust statistics. (English) Zbl 1539.62149 Ann. Stat. 50, No. 4, 2256-2283 (2022). MSC: 62H12 62F35 68T05 PDFBibTeX XMLCite \textit{B. Zhu} et al., Ann. Stat. 50, No. 4, 2256--2283 (2022; Zbl 1539.62149) Full Text: DOI arXiv
Jiang, Bo; Liu, Ming; Tian, Yongge On two correlated linear models with common and different parameters. (English) Zbl 1524.62256 Math. Slovaca 72, No. 5, 1355-1374 (2022). MSC: 62H12 62J05 15A10 62J10 PDFBibTeX XMLCite \textit{B. Jiang} et al., Math. Slovaca 72, No. 5, 1355--1374 (2022; Zbl 1524.62256) Full Text: DOI
Tao, Zerui; Li, Zhouping Adaptive singular value shrinkage estimate for low rank tensor denoising. (English) Zbl 1496.62097 Random Matrices Theory Appl. 11, No. 4, Article ID 2250038, 33 p. (2022). MSC: 62H12 62C12 62H25 62H35 PDFBibTeX XMLCite \textit{Z. Tao} and \textit{Z. Li}, Random Matrices Theory Appl. 11, No. 4, Article ID 2250038, 33 p. (2022; Zbl 1496.62097) Full Text: DOI
Haddouche, Anis M.; Lu, Wei A unified approach for covariance matrix estimation under Stein loss. (English. French summary) Zbl 07600077 C. R., Math., Acad. Sci. Paris 360, 1093-1098 (2022). MSC: 62H12 62F10 62C99 PDFBibTeX XMLCite \textit{A. M. Haddouche} and \textit{W. Lu}, C. R., Math., Acad. Sci. Paris 360, 1093--1098 (2022; Zbl 07600077) Full Text: DOI arXiv OA License
Zhang, Jian; Li, Jie Factorized estimation of high-dimensional nonparametric covariance models. (English) Zbl 1496.62098 Scand. J. Stat. 49, No. 2, 542-567 (2022). MSC: 62H12 62G07 62J07 62G20 62P05 PDFBibTeX XMLCite \textit{J. Zhang} and \textit{J. Li}, Scand. J. Stat. 49, No. 2, 542--567 (2022; Zbl 1496.62098) Full Text: DOI OA License
Gutierrez, Abraham; Müller, Sebastian Estimations of means and variances in a Markov linear model. (English) Zbl 1496.62095 Stoch. Qual. Control 37, No. 1, 21-43 (2022). MSC: 62H12 62J99 62M05 60F05 60J20 PDFBibTeX XMLCite \textit{A. Gutierrez} and \textit{S. Müller}, Stoch. Qual. Control 37, No. 1, 21--43 (2022; Zbl 1496.62095) Full Text: DOI arXiv
Imori, Shinpei; von Rosen, Dietrich; Oda, Ryoya Growth curve model with bilinear random coefficients. (English) Zbl 07596011 Sankhyā, Ser. A 84, No. 2, 477-508 (2022). MSC: 62H12 62J05 PDFBibTeX XMLCite \textit{S. Imori} et al., Sankhyā, Ser. A 84, No. 2, 477--508 (2022; Zbl 07596011) Full Text: DOI
Boukehil, Djamila; Fourdrinier, Dominique; Mezoued, Fatiha; Strawderman, William E. On homogeneous James-Stein type estimators. (English) Zbl 1495.62040 Stat. Probab. Lett. 191, Article ID 109638, 6 p. (2022). MSC: 62H12 62F10 62C99 PDFBibTeX XMLCite \textit{D. Boukehil} et al., Stat. Probab. Lett. 191, Article ID 109638, 6 p. (2022; Zbl 1495.62040) Full Text: DOI
Lee, Kyoungjae; Jo, Seongil; Lee, Jaeyong The beta-mixture shrinkage prior for sparse covariances with near-minimax posterior convergence rate. (English) Zbl 1520.62054 J. Multivariate Anal. 192, Article ID 105067, 19 p. (2022). MSC: 62H12 62J07 62F15 62E20 62F12 PDFBibTeX XMLCite \textit{K. Lee} et al., J. Multivariate Anal. 192, Article ID 105067, 19 p. (2022; Zbl 1520.62054) Full Text: DOI arXiv
Shukla, Abhinek; Grover, Rhythm; Kundu, Debasis; Mitra, Amit Approximate least squares estimators of a two-dimensional chirp model. (English) Zbl 1520.62058 J. Multivariate Anal. 192, Article ID 105045, 16 p. (2022). MSC: 62H12 60F05 62F12 62P30 94A12 PDFBibTeX XMLCite \textit{A. Shukla} et al., J. Multivariate Anal. 192, Article ID 105045, 16 p. (2022; Zbl 1520.62058) Full Text: DOI
May, Paul; Biesecker, Matthew; Rekabdarkolaee, Hossein Moradi Response envelopes for linear coregionalization models. (English) Zbl 1497.62130 J. Multivariate Anal. 192, Article ID 105015, 16 p. (2022). MSC: 62H12 62M40 62J05 62P12 86A32 PDFBibTeX XMLCite \textit{P. May} et al., J. Multivariate Anal. 192, Article ID 105015, 16 p. (2022; Zbl 1497.62130) Full Text: DOI
Kunjunni, Sajana O.; Abraham, Sajesh T. Multidimensional outlier detection and robust estimation using \(S_n\) covariance. (English) Zbl 1497.62129 Commun. Stat., Simulation Comput. 51, No. 7, 3912-3922 (2022). MSC: 62H12 62F35 PDFBibTeX XMLCite \textit{S. O. Kunjunni} and \textit{S. T. Abraham}, Commun. Stat., Simulation Comput. 51, No. 7, 3912--3922 (2022; Zbl 1497.62129) Full Text: DOI