Kasper, Thimo M. On convergence and singularity of conditional copulas of multivariate Archimedean copulas, and conditional dependence. (English) Zbl 07823272 J. Multivariate Anal. 201, Article ID 105275, 14 p. (2024). MSC: 62H05 PDFBibTeX XMLCite \textit{T. M. Kasper}, J. Multivariate Anal. 201, Article ID 105275, 14 p. (2024; Zbl 07823272) Full Text: DOI arXiv
Guo, Xingche; Zeng, Donglin; Wang, Yuanjia A semiparametric inverse reinforcement learning approach to characterize decision making for mental disorders. (English) Zbl 07820363 J. Am. Stat. Assoc. 119, No. 545, 27-38 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Guo} et al., J. Am. Stat. Assoc. 119, No. 545, 27--38 (2024; Zbl 07820363) Full Text: DOI
Shang, Laixu; Zheng, Qian-Zhen; Xu, Ping-Feng; Shan, Na; Tang, Man-Lai A generalized expectation model selection algorithm for latent variable selection in multidimensional item response theory models. (English) Zbl 07800685 Stat. Comput. 34, No. 1, Paper No. 49, 15 p. (2024). MSC: 62-08 62P15 PDFBibTeX XMLCite \textit{L. Shang} et al., Stat. Comput. 34, No. 1, Paper No. 49, 15 p. (2024; Zbl 07800685) Full Text: DOI
Huang, Zhendong; Ferrari, Davide Fast construction of optimal composite likelihoods. (English) Zbl 07796620 Stat. Sin. 34, No. 1, 47-66 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Huang} and \textit{D. Ferrari}, Stat. Sin. 34, No. 1, 47--66 (2024; Zbl 07796620) Full Text: DOI arXiv
Kasper, Thimo M.; Dietrich, Nicolas; Trutschnig, Wolfgang On convergence and mass distributions of multivariate Archimedean copulas and their interplay with the Williamson transform. (English) Zbl 07739927 J. Math. Anal. Appl. 529, No. 1, Article ID 127555, 36 p. (2024). MSC: 62Hxx 62Gxx 60-XX PDFBibTeX XMLCite \textit{T. M. Kasper} et al., J. Math. Anal. Appl. 529, No. 1, Article ID 127555, 36 p. (2024; Zbl 07739927) Full Text: DOI arXiv
Wang, Yuexi; Polson, Nicholas; Sokolov, Vadim O. Data augmentation for Bayesian deep learning. (English) Zbl 07810209 Bayesian Anal. 18, No. 4, 1041-1069 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Wang} et al., Bayesian Anal. 18, No. 4, 1041--1069 (2023; Zbl 07810209) Full Text: DOI arXiv Link
Wang, Tong; He, Kejun; Ma, Wei; Bandyopadhyay, Dipankar; Sinha, Samiran Minorize-maximize algorithm for the generalized odds rate model for clustered current status data. (English. French summary) Zbl 07792228 Can. J. Stat. 51, No. 4, 1150-1170 (2023). MSC: 62N01 65Y15 PDFBibTeX XMLCite \textit{T. Wang} et al., Can. J. Stat. 51, No. 4, 1150--1170 (2023; Zbl 07792228) Full Text: DOI
Landeros, Alfonso; Lange, Kenneth Algorithms for sparse support vector machines. (English) Zbl 07792043 J. Comput. Graph. Stat. 32, No. 3, 1097-1108 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Landeros} and \textit{K. Lange}, J. Comput. Graph. Stat. 32, No. 3, 1097--1108 (2023; Zbl 07792043) Full Text: DOI arXiv
Bernardi, Mauro; Canale, Antonio; Stefanucci, Marco Locally sparse function-on-function regression. (English) Zbl 07792034 J. Comput. Graph. Stat. 32, No. 3, 985-999 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Bernardi} et al., J. Comput. Graph. Stat. 32, No. 3, 985--999 (2023; Zbl 07792034) Full Text: DOI arXiv
Motwani, Keshav; Bacher, Rhonda; Molstad, Aaron J. Binned multinomial logistic regression for integrative cell-type annotation. (English) Zbl 07789436 Ann. Appl. Stat. 17, No. 4, 3426-3449 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{K. Motwani} et al., Ann. Appl. Stat. 17, No. 4, 3426--3449 (2023; Zbl 07789436) Full Text: DOI arXiv
Gelsinger, Megan L.; Griffin, Maryclare; Matteson, David; Guinness, Joseph Log-Gaussian Cox process modeling of large spatial lightning data using spectral and Laplace approximations. (English) Zbl 07789372 Ann. Appl. Stat. 17, No. 3, 2078-2094 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{M. L. Gelsinger} et al., Ann. Appl. Stat. 17, No. 3, 2078--2094 (2023; Zbl 07789372) Full Text: DOI arXiv
Yang, Luoying; Wu, Tong Tong Model-based clustering of high-dimensional longitudinal data via regularization. (English) Zbl 1522.62270 Biometrics 79, No. 2, 761-774 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{L. Yang} and \textit{T. T. Wu}, Biometrics 79, No. 2, 761--774 (2023; Zbl 1522.62270) Full Text: DOI
Wan, Chuang; Zhong, Wei; Zhang, Wenyang; Zou, Changliang Multikink quantile regression for longitudinal data with application to progesterone data analysis. (English) Zbl 1522.62243 Biometrics 79, No. 2, 747-760 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{C. Wan} et al., Biometrics 79, No. 2, 747--760 (2023; Zbl 1522.62243) Full Text: DOI arXiv
Molstad, Aaron J.; Patra, Rohit K. Dimension reduction for integrative survival analysis. (English) Zbl 1522.62206 Biometrics 79, No. 3, 1610-1623 (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{A. J. Molstad} and \textit{R. K. Patra}, Biometrics 79, No. 3, 1610--1623 (2023; Zbl 1522.62206) Full Text: DOI arXiv
Tsirpitzi, Renata Eirini; Miller, Frank; Burman, Carl-Fredrik Robust optimal designs using a model misspecification term. (English) Zbl 07734490 Metrika 86, No. 7, 781-804 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. E. Tsirpitzi} et al., Metrika 86, No. 7, 781--804 (2023; Zbl 07734490) Full Text: DOI
Brusa, Luca; Bartolucci, Francesco; Pennoni, Fulvia Tempered expectation-maximization algorithm for the estimation of discrete latent variable models. (English) Zbl 07734163 Comput. Stat. 38, No. 3, 1391-1424 (2023); correction ibid. 38, No. 3, 1425 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{L. Brusa} et al., Comput. Stat. 38, No. 3, 1391--1424 (2023; Zbl 07734163) Full Text: DOI
Li, Peili; Liu, Min; Yu, Zhou A global two-stage algorithm for non-convex penalized high-dimensional linear regression problems. (English) Zbl 07732387 Comput. Stat. 38, No. 2, 871-898 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{P. Li} et al., Comput. Stat. 38, No. 2, 871--898 (2023; Zbl 07732387) Full Text: DOI arXiv
Teimouri, Mahdi Fast Bayesian inference for Birnbaum-Saunders distribution. (English) Zbl 07732376 Comput. Stat. 38, No. 2, 569-601 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{M. Teimouri}, Comput. Stat. 38, No. 2, 569--601 (2023; Zbl 07732376) Full Text: DOI
Aktaş, Fatih S.; Pinar, Mustafa Ç. PCA sparsified. (English) Zbl 07731067 SIAM J. Optim. 33, No. 3, 2089-2117 (2023). MSC: 62H25 65K05 90C22 PDFBibTeX XMLCite \textit{F. S. Aktaş} and \textit{M. Ç. Pinar}, SIAM J. Optim. 33, No. 3, 2089--2117 (2023; Zbl 07731067) Full Text: DOI
Merad, Ibrahim; Gaïffas, Stéphane Robust supervised learning with coordinate gradient descent. (English) Zbl 1517.62038 Stat. Comput. 33, No. 5, Paper No. 116, 39 p. (2023). MSC: 62-08 62F35 68T05 PDFBibTeX XMLCite \textit{I. Merad} and \textit{S. Gaïffas}, Stat. Comput. 33, No. 5, Paper No. 116, 39 p. (2023; Zbl 1517.62038) Full Text: DOI arXiv
Huang, Chen; Ding, Jieli; Feng, Yanqin A quadratic upper bound algorithm for regression analysis of credit risk under the proportional hazards model with case-cohort data. (English) Zbl 1517.62024 Stat. Comput. 33, No. 4, Paper No. 78, 14 p. (2023). MSC: 62-08 62P05 62N02 PDFBibTeX XMLCite \textit{C. Huang} et al., Stat. Comput. 33, No. 4, Paper No. 78, 14 p. (2023; Zbl 1517.62024) Full Text: DOI
Kepplinger, David Robust variable selection and estimation via adaptive elastic net S-estimators for linear regression. (English) Zbl 07711772 Comput. Stat. Data Anal. 183, Article ID 107730, 13 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{D. Kepplinger}, Comput. Stat. Data Anal. 183, Article ID 107730, 13 p. (2023; Zbl 07711772) Full Text: DOI arXiv
Tan, Linda S. L. Efficient data augmentation techniques for some classes of state space models. (English) Zbl 07708430 Stat. Sci. 38, No. 2, 240-261 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{L. S. L. Tan}, Stat. Sci. 38, No. 2, 240--261 (2023; Zbl 07708430) Full Text: DOI arXiv
Molstad, Aaron J.; Rothman, Adam J. A likelihood-based approach for multivariate categorical response regression in high dimensions. (English) Zbl 07707249 J. Am. Stat. Assoc. 118, No. 542, 1402-1414 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. J. Molstad} and \textit{A. J. Rothman}, J. Am. Stat. Assoc. 118, No. 542, 1402--1414 (2023; Zbl 07707249) Full Text: DOI arXiv
Shi, Yue; Ng, Chi Tim A new active zero set descent algorithm for least absolute deviation with generalized LASSO penalty. (English) Zbl 07698348 J. Korean Stat. Soc. 52, No. 1, 83-109 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Shi} and \textit{C. T. Ng}, J. Korean Stat. Soc. 52, No. 1, 83--109 (2023; Zbl 07698348) Full Text: DOI
Lee, Seunghwan; Kim, Sang Cheol; Yu, Donghyeon An efficient GPU-parallel coordinate descent algorithm for sparse precision matrix estimation via scaled Lasso. (English) Zbl 07696207 Comput. Stat. 38, No. 1, 217-242 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{S. Lee} et al., Comput. Stat. 38, No. 1, 217--242 (2023; Zbl 07696207) Full Text: DOI arXiv
Yoshikawa, Kohei; Kawano, Shuichi Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization. (English) Zbl 07696199 Comput. Stat. 38, No. 1, 53-75 (2023); correction ibid. 38, No. 1, 77-78 (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{K. Yoshikawa} and \textit{S. Kawano}, Comput. Stat. 38, No. 1, 53--75 (2023; Zbl 07696199) Full Text: DOI arXiv
Aschenbruck, Rabea; Szepannek, Gero; Wilhelm, Adalbert F. X. Imputation strategies for clustering mixed-type data with missing values. (English) Zbl 07695283 J. Classif. 40, No. 1, 2-24 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{R. Aschenbruck} et al., J. Classif. 40, No. 1, 2--24 (2023; Zbl 07695283) Full Text: DOI
Geraldo, Issa Cherif; Katchekpele, Edoh; Kpanzou, Tchilabalo Abozou A fast and efficient estimation of the parameters of a model of accident frequencies via an MM algorithm. (English) Zbl 1517.62100 J. Appl. Math. 2023, Article ID 3377201, 10 p. (2023). MSC: 62P99 62H12 PDFBibTeX XMLCite \textit{I. C. Geraldo} et al., J. Appl. Math. 2023, Article ID 3377201, 10 p. (2023; Zbl 1517.62100) Full Text: DOI
Saâdaoui, Foued Randomized extrapolation for accelerating EM-type fixed-point algorithms. (English) Zbl 1520.62003 J. Multivariate Anal. 196, Article ID 105188, 13 p. (2023). MSC: 62-08 62H12 65B05 PDFBibTeX XMLCite \textit{F. Saâdaoui}, J. Multivariate Anal. 196, Article ID 105188, 13 p. (2023; Zbl 1520.62003) Full Text: DOI
Gebken, Bennet; Bieker, Katharina; Peitz, Sebastian On the structure of regularization paths for piecewise differentiable regularization terms. (English) Zbl 1515.65089 J. Glob. Optim. 85, No. 3, 709-741 (2023). MSC: 65F22 62J07 90C29 49J52 PDFBibTeX XMLCite \textit{B. Gebken} et al., J. Glob. Optim. 85, No. 3, 709--741 (2023; Zbl 1515.65089) Full Text: DOI arXiv
Fan, Ye; Li, Jr-Shin; Lin, Nan Residual projection for quantile regression in vertically partitioned big data. (English) Zbl 1515.62052 Data Min. Knowl. Discov. 37, No. 2, 710-735 (2023). MSC: 62G08 62R07 PDFBibTeX XMLCite \textit{Y. Fan} et al., Data Min. Knowl. Discov. 37, No. 2, 710--735 (2023; Zbl 1515.62052) Full Text: DOI
Dai, Wei; Tsang, Ka Wai A resampling approach for confidence intervals in linear time-series models after model selection. (English) Zbl 07652848 Physica A 611, Article ID 128443, 20 p. (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{W. Dai} and \textit{K. W. Tsang}, Physica A 611, Article ID 128443, 20 p. (2023; Zbl 07652848) Full Text: DOI
Raim, Andrew M. Direct sampling with a step function. (English) Zbl 1502.62023 Stat. Comput. 33, No. 1, Paper No. 22, 16 p. (2023). MSC: 62-08 62P10 PDFBibTeX XMLCite \textit{A. M. Raim}, Stat. Comput. 33, No. 1, Paper No. 22, 16 p. (2023; Zbl 1502.62023) Full Text: DOI arXiv
Capó, Marco; Pérez, Aritz; Lozano, José A. LASSO for streaming data with adaptative filtering. (English) Zbl 1499.62013 Stat. Comput. 33, No. 1, Paper No. 5, 14 p. (2023). MSC: 62-08 62J07 PDFBibTeX XMLCite \textit{M. Capó} et al., Stat. Comput. 33, No. 1, Paper No. 5, 14 p. (2023; Zbl 1499.62013) Full Text: DOI
Aristodemou, Eleni Strictly log-concave probability distributions in discrete response models. (English) Zbl 1524.62063 Stat. Probab. Lett. 193, Article ID 109683, 7 p. (2023). MSC: 62E10 62F10 62J05 62H12 PDFBibTeX XMLCite \textit{E. Aristodemou}, Stat. Probab. Lett. 193, Article ID 109683, 7 p. (2023; Zbl 1524.62063) Full Text: DOI
Zhang, Yunqi; Zhang, Chunming; Tang, Niansheng Estimation and variable selection on sparse model with group structure. (Chinese. English summary) Zbl 07800923 Acta Math. Appl. Sin. 45, No. 1, 31-46 (2022). MSC: 62J12 62P10 PDFBibTeX XMLCite \textit{Y. Zhang} et al., Acta Math. Appl. Sin. 45, No. 1, 31--46 (2022; Zbl 07800923) Full Text: Link
Saulo, Helton; Dasilva, Alan; Leiva, Víctor; Sánchez, Luis; de la Fuente-Mella, Hanns Log-symmetric quantile regression models. (English) Zbl 07778517 Stat. Neerl. 76, No. 2, 124-163 (2022). MSC: 62-XX 62Jxx 62Fxx PDFBibTeX XMLCite \textit{H. Saulo} et al., Stat. Neerl. 76, No. 2, 124--163 (2022; Zbl 07778517) Full Text: DOI arXiv
Lange, Kenneth; Zhou, Hua A legacy of EM algorithms. (English) Zbl 07778372 Int. Stat. Rev. 90, Suppl. S1, S52-S66 (2022). MSC: 62-XX 62Hxx 90Cxx PDFBibTeX XMLCite \textit{K. Lange} and \textit{H. Zhou}, Int. Stat. Rev. 90, S52--S66 (2022; Zbl 07778372) Full Text: DOI
Zhang, Lin; Sun, Lei Unifying genetic association tests via regression: prospective and retrospective, parametric and nonparametric, and genotype- and allele-based tests. (English. French summary) Zbl 07759512 Can. J. Stat. 50, No. 4, 1321-1338 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Zhang} and \textit{L. Sun}, Can. J. Stat. 50, No. 4, 1321--1338 (2022; Zbl 07759512) Full Text: DOI OA License
Morrison, Doug; Laeyendecker, Oliver; Brookmeyer, Ron Regression with interval-censored covariates: application to cross-sectional incidence estimation. (English) Zbl 1520.62291 Biometrics 78, No. 3, 908-921 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{D. Morrison} et al., Biometrics 78, No. 3, 908--921 (2022; Zbl 1520.62291) Full Text: DOI
Nguyen, Hien Duy; Forbes, Florence Global implicit function theorems and the online expectation-maximisation algorithm. (English) Zbl 1521.62029 Aust. N. Z. J. Stat. 64, No. 2, 255-281 (2022). MSC: 62F10 PDFBibTeX XMLCite \textit{H. D. Nguyen} and \textit{F. Forbes}, Aust. N. Z. J. Stat. 64, No. 2, 255--281 (2022; Zbl 1521.62029) Full Text: DOI
Deb, Nabarun; Saha, Sujayam; Guntuboyina, Adityanand; Sen, Bodhisattva Two-component mixture model in the presence of covariates. (English) Zbl 1515.62049 J. Am. Stat. Assoc. 117, No. 540, 1820-1834 (2022). MSC: 62G05 62H20 62-04 PDFBibTeX XMLCite \textit{N. Deb} et al., J. Am. Stat. Assoc. 117, No. 540, 1820--1834 (2022; Zbl 1515.62049) Full Text: DOI arXiv
Fan, Yiwei; Lu, Xiaoling; Liu, Yufeng; Zhao, Junlong Angle-based hierarchical classification using exact label embedding. (English) Zbl 1507.62261 J. Am. Stat. Assoc. 117, No. 538, 704-717 (2022). MSC: 62H30 68T05 62R07 62-08 PDFBibTeX XMLCite \textit{Y. Fan} et al., J. Am. Stat. Assoc. 117, No. 538, 704--717 (2022; Zbl 1507.62261) Full Text: DOI arXiv
Cai, Kaida; Shen, Hua; Lu, Xuewen Adaptive bi-level variable selection for multivariate failure time model with a diverging number of covariates. (English) Zbl 1502.62042 Test 31, No. 4, 968-993 (2022). MSC: 62G08 62J07 62N02 62G20 62P10 PDFBibTeX XMLCite \textit{K. Cai} et al., Test 31, No. 4, 968--993 (2022; Zbl 1502.62042) Full Text: DOI
Geraldo, Issa Cherif An automated profile-likelihood-based algorithm for fast computation of the maximum likelihood estimate in a statistical model for crash data. (English) Zbl 1517.62019 J. Appl. Math. 2022, Article ID 6974166, 11 p. (2022). MSC: 62-08 62F10 62P30 PDFBibTeX XMLCite \textit{I. C. Geraldo}, J. Appl. Math. 2022, Article ID 6974166, 11 p. (2022; Zbl 1517.62019) Full Text: DOI
Chi, Jocelyn T.; Chi, Eric C. A user-friendly computational framework for robust structured regression with the \(\mathrm{L}_2\) criterion. (English) Zbl 07633302 J. Comput. Graph. Stat. 31, No. 4, 1051-1062 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. T. Chi} and \textit{E. C. Chi}, J. Comput. Graph. Stat. 31, No. 4, 1051--1062 (2022; Zbl 07633302) Full Text: DOI arXiv
Ko, Seyoon; Zhou, Hua; Zhou, Jin J.; Won, Joong-Ho High-performance statistical computing in the computing environments of the 2020s. (English) Zbl 07612069 Stat. Sci. 37, No. 4, 494-518 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Ko} et al., Stat. Sci. 37, No. 4, 494--518 (2022; Zbl 07612069) Full Text: DOI arXiv Link
Rice, John D.; Johnson, Brent A.; Strawderman, Robert L. Screening for chronic diseases: optimizing lead time through balancing prescribed frequency and individual adherence. (English) Zbl 07605004 Lifetime Data Anal. 28, No. 4, 605-636 (2022). MSC: 62Nxx 62P10 PDFBibTeX XMLCite \textit{J. D. Rice} et al., Lifetime Data Anal. 28, No. 4, 605--636 (2022; Zbl 07605004) Full Text: DOI
Huang, Mian; Tang, Shiyi; Yao, Weixin Statistical inference for normal mixtures with unknown number of components. (English) Zbl 07603105 Electron. J. Stat. 16, No. 2, 5149-5181 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Huang} et al., Electron. J. Stat. 16, No. 2, 5149--5181 (2022; Zbl 07603105) Full Text: DOI Link
Lila, Eardi; Aston, John A. D. Functional random effects modeling of brain shape and connectivity. (English) Zbl 1496.62187 Ann. Appl. Stat. 16, No. 4, 2122-2144 (2022). MSC: 62P10 62R10 PDFBibTeX XMLCite \textit{E. Lila} and \textit{J. A. D. Aston}, Ann. Appl. Stat. 16, No. 4, 2122--2144 (2022; Zbl 1496.62187) Full Text: DOI arXiv
Aboushelbaya, Ramy; Aguacil, Taimir; Huang, Qiuting; Norreys, Peter A. Efficient location-based tracking for IoT devices using compressive sensing and machine learning techniques. (English) Zbl 1527.62053 Nikeghbali, Ashkan (ed.) et al., High-dimensional optimization and probability. With a view towards data science. Cham: Springer. Springer Optim. Appl. 191, 373-393 (2022). MSC: 62J07 68T07 90C90 94A12 PDFBibTeX XMLCite \textit{R. Aboushelbaya} et al., Springer Optim. Appl. 191, 373--393 (2022; Zbl 1527.62053) Full Text: DOI
Sherwood, Ben; Li, Shaobo Quantile regression feature selection and estimation with grouped variables using Huber approximation. (English) Zbl 1496.62022 Stat. Comput. 32, No. 5, Paper No. 75, 16 p. (2022). MSC: 62-08 62G08 62J05 62J07 PDFBibTeX XMLCite \textit{B. Sherwood} and \textit{S. Li}, Stat. Comput. 32, No. 5, Paper No. 75, 16 p. (2022; Zbl 1496.62022) Full Text: DOI
Shen, Jian; Chen, Jein-Shan; Qi, Hou-Duo; Xiu, Naihua A penalized method of alternating projections for weighted low-rank Hankel matrix optimization. (English) Zbl 07596978 Math. Program. Comput. 14, No. 3, 417-450 (2022). MSC: 47B35 62M10 65F55 90C26 90C30 PDFBibTeX XMLCite \textit{J. Shen} et al., Math. Program. Comput. 14, No. 3, 417--450 (2022; Zbl 07596978) Full Text: DOI
Ouhourane, Mohamed; Yang, Yi; Benedet, Andréa L.; Oualkacha, Karim Group penalized quantile regression. (English) Zbl 07596110 Stat. Methods Appl. 31, No. 3, 495-529 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Ouhourane} et al., Stat. Methods Appl. 31, No. 3, 495--529 (2022; Zbl 07596110) Full Text: DOI
Miron, Julien; Poilane, Benjamin; Cantoni, Eva Robust polytomous logistic regression. (English) Zbl 07584299 Comput. Stat. Data Anal. 176, Article ID 107564, 16 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Miron} et al., Comput. Stat. Data Anal. 176, Article ID 107564, 16 p. (2022; Zbl 07584299) Full Text: DOI
Adegoke, Nurudeen A.; Punnett, Andrew; Anderson, Marti J. Estimation of multivariate dependence structures via constrained maximum likelihood. (English) Zbl 07570502 J. Agric. Biol. Environ. Stat. 27, No. 2, 240-260 (2022). MSC: 62P12 PDFBibTeX XMLCite \textit{N. A. Adegoke} et al., J. Agric. Biol. Environ. Stat. 27, No. 2, 240--260 (2022; Zbl 07570502) Full Text: DOI
Jreich, Rana; Hatte, Christine; Parent, Eric Review of Bayesian selection methods for categorical predictors using JAGS. (English) Zbl 07563002 J. Appl. Stat. 49, No. 9, 2370-2388 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Jreich} et al., J. Appl. Stat. 49, No. 9, 2370--2388 (2022; Zbl 07563002) Full Text: DOI
Li, Peili; Jiao, Yuling; Lu, Xiliang; Kang, Lican A data-driven line search rule for support recovery in high-dimensional data analysis. (English) Zbl 07561886 Comput. Stat. Data Anal. 174, Article ID 107524, 18 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Li} et al., Comput. Stat. Data Anal. 174, Article ID 107524, 18 p. (2022; Zbl 07561886) Full Text: DOI arXiv
Veerman, Jurre R.; Leday, Gwenaël G. R.; van de Wiel, Mark A. Estimation of variance components, heritability and the ridge penalty in high-dimensional generalized linear models. (English) Zbl 07553302 Commun. Stat., Simulation Comput. 51, No. 1, 116-134 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. R. Veerman} et al., Commun. Stat., Simulation Comput. 51, No. 1, 116--134 (2022; Zbl 07553302) Full Text: DOI arXiv
Balakrishnan, Narayanaswamy; Alam, Farouq Mohammad A. Maximum likelihood estimation of the parameters of Student’s \(t\) Birnbaum-Saunders distribution: a comparative study. (English) Zbl 1524.62486 Commun. Stat., Simulation Comput. 51, No. 3, 793-822 (2022). MSC: 62N05 62E15 62F10 62-08 PDFBibTeX XMLCite \textit{N. Balakrishnan} and \textit{F. M. A. Alam}, Commun. Stat., Simulation Comput. 51, No. 3, 793--822 (2022; Zbl 1524.62486) Full Text: DOI
Ghanbari, Sara; Roknabadi, Abdolhamid Rezaei; Salehi, Mahdi Estimation of stress-strength reliability for Marshall-Olkin distributions based on progressively type-II censored samples. (English) Zbl 07540767 J. Appl. Stat. 49, No. 8, 1913-1934 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Ghanbari} et al., J. Appl. Stat. 49, No. 8, 1913--1934 (2022; Zbl 07540767) Full Text: DOI
Fan, Yiwei; Zhao, Junlong Safe sample screening rules for multicategory angle-based support vector machines. (English) Zbl 07533784 Comput. Stat. Data Anal. 173, Article ID 107508, 15 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Fan} and \textit{J. Zhao}, Comput. Stat. Data Anal. 173, Article ID 107508, 15 p. (2022; Zbl 07533784) Full Text: DOI
Marsman, M.; Huth, K.; Waldorp, L. J.; Ntzoufras, I. Objective Bayesian edge screening and structure selection for Ising networks. (English) Zbl 1486.62307 Psychometrika 87, No. 1, 47-82 (2022). MSC: 62P15 62H22 PDFBibTeX XMLCite \textit{M. Marsman} et al., Psychometrika 87, No. 1, 47--82 (2022; Zbl 1486.62307) Full Text: DOI
Mukhopadhyay, Minerva; Bhattacharya, Sourabh Bayes factor asymptotics for variable selection in the Gaussian process framework. (English) Zbl 07523351 Ann. Inst. Stat. Math. 74, No. 3, 581-613 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Mukhopadhyay} and \textit{S. Bhattacharya}, Ann. Inst. Stat. Math. 74, No. 3, 581--613 (2022; Zbl 07523351) Full Text: DOI arXiv
Liang, Jane W.; Sen, Śaunak Sparse matrix linear models for structured high-throughput data. (English) Zbl 1498.62232 Ann. Appl. Stat. 16, No. 1, 169-192 (2022). MSC: 62P10 62J05 62J07 90C25 62-08 PDFBibTeX XMLCite \textit{J. W. Liang} and \textit{Ś. Sen}, Ann. Appl. Stat. 16, No. 1, 169--192 (2022; Zbl 1498.62232) Full Text: DOI arXiv
Wu, Wenbo; Taylor, Jeremy M. G.; Brouwer, Andrew F.; Luo, Lingfeng; Kang, Jian; Jiang, Hui; He, Kevin Scalable proximal methods for cause-specific hazard modeling with time-varying coefficients. (English) Zbl 07522666 Lifetime Data Anal. 28, No. 2, 194-218 (2022). MSC: 62Nxx 62P10 PDFBibTeX XMLCite \textit{W. Wu} et al., Lifetime Data Anal. 28, No. 2, 194--218 (2022; Zbl 07522666) Full Text: DOI
Wang, Zhu MM for penalized estimation. (English) Zbl 1484.62036 Test 31, No. 1, 54-75 (2022). MSC: 62F35 62H30 62J07 62-08 68U01 PDFBibTeX XMLCite \textit{Z. Wang}, Test 31, No. 1, 54--75 (2022; Zbl 1484.62036) Full Text: DOI arXiv
Wu, Xiaofei; Liang, Rongmei; Yang, Hu Penalized and constrained LAD estimation in fixed and high dimension. (English) Zbl 07504784 Stat. Pap. 63, No. 1, 53-95 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Wu} et al., Stat. Pap. 63, No. 1, 53--95 (2022; Zbl 07504784) Full Text: DOI
Okine, A. Nii-Armah; Frees, Edward W.; Shi, Peng Joint model prediction and application to individual-level loss reserving. (English) Zbl 1484.91401 ASTIN Bull. 52, No. 1, 91-116 (2022). MSC: 91G05 62P05 PDFBibTeX XMLCite \textit{A. N. A. Okine} et al., ASTIN Bull. 52, No. 1, 91--116 (2022; Zbl 1484.91401) Full Text: DOI
Zhang, Dongdong; Pan, Shaohua; Bi, Shujun A proximal dual semismooth Newton method for zero-norm penalized quantile regression estimator. (English) Zbl 1524.62012 Stat. Sin. 32, No. 2, 1121-1141 (2022). MSC: 62-08 62G08 62J05 62J07 62G20 PDFBibTeX XMLCite \textit{D. Zhang} et al., Stat. Sin. 32, No. 2, 1121--1141 (2022; Zbl 1524.62012) Full Text: DOI
Laursen, Ragnhild; Hobolth, Asger A sampling algorithm to compute the set of feasible solutions for nonnegative matrix factorization with an arbitrary rank. (English) Zbl 1508.65047 SIAM J. Matrix Anal. Appl. 43, No. 1, 257-273 (2022). MSC: 65F99 65F05 15A23 62-04 62P10 PDFBibTeX XMLCite \textit{R. Laursen} and \textit{A. Hobolth}, SIAM J. Matrix Anal. Appl. 43, No. 1, 257--273 (2022; Zbl 1508.65047) Full Text: DOI arXiv
Sidén, Per; Lindgren, Finn; Bolin, David; Eklund, Anders; Villani, Mattias Spatial 3D Matérn priors for fast whole-brain fMRI analysis. (English) Zbl 07808153 Bayesian Anal. 16, No. 4, 1251-1278 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Sidén} et al., Bayesian Anal. 16, No. 4, 1251--1278 (2021; Zbl 07808153) Full Text: DOI arXiv Link
Newton, Michael A.; Polson, Nicholas G.; Xu, Jianeng Weighted Bayesian bootstrap for scalable posterior distributions. (English. French summary) Zbl 07759585 Can. J. Stat. 49, No. 2, 421-437 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{M. A. Newton} et al., Can. J. Stat. 49, No. 2, 421--437 (2021; Zbl 07759585) Full Text: DOI OA License
Gao, Xu; Shen, Weining; Zhang, Liwen; Hu, Jianhua; Fortin, Norbert J.; Frostig, Ron D.; Ombao, Hernando Regularized matrix data clustering and its application to image analysis. (English) Zbl 1520.62208 Biometrics 77, No. 3, 890-902 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{X. Gao} et al., Biometrics 77, No. 3, 890--902 (2021; Zbl 1520.62208) Full Text: DOI
Quick, Corbin; Dey, Rounak; Lin, Xihong Regression models for understanding COVID-19 epidemic dynamics with incomplete data. (English) Zbl 1506.62459 J. Am. Stat. Assoc. 116, No. 536, 1561-1577 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{C. Quick} et al., J. Am. Stat. Assoc. 116, No. 536, 1561--1577 (2021; Zbl 1506.62459) Full Text: DOI
Murray, Jesse A Markov model of polygenic inheritance. (English) Zbl 1497.62285 Chaubey, Yogendra P. (ed.) et al., Applied statistics and data science. Proceedings of Statistics 2021 Canada. Selected contributions based on the presentations at the 6th Canadian conference in applied statistics, Concordia University, Montreal, Quebec, Canada, July 15–18, 2021. Cham: Springer. Springer Proc. Math. Stat. 375, 115-143 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{J. Murray}, Springer Proc. Math. Stat. 375, 115--143 (2021; Zbl 1497.62285) Full Text: DOI
Łazęcka, Małgorzata; Mielniczuk, Jan; Teisseyre, Paweł Estimating the class prior for positive and unlabelled data via logistic regression. (English) Zbl 07538939 Adv. Data Anal. Classif., ADAC 15, No. 4, 1039-1068 (2021). MSC: 62H30 62J12 PDFBibTeX XMLCite \textit{M. Łazęcka} et al., Adv. Data Anal. Classif., ADAC 15, No. 4, 1039--1068 (2021; Zbl 07538939) Full Text: DOI
Guler, Huseyin; Guler, Ebru Ozgur Sparsely restricted penalized estimators. (English) Zbl 07530929 Commun. Stat., Theory Methods 50, No. 7, 1656-1670 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Guler} and \textit{E. O. Guler}, Commun. Stat., Theory Methods 50, No. 7, 1656--1670 (2021; Zbl 07530929) Full Text: DOI
Robledo, Kristy P.; Marschner, Ian C. A new algorithm for fitting semi-parametric variance regression models. (English) Zbl 1505.62340 Comput. Stat. 36, No. 4, 2313-2335 (2021). MSC: 62-08 62F10 PDFBibTeX XMLCite \textit{K. P. Robledo} and \textit{I. C. Marschner}, Comput. Stat. 36, No. 4, 2313--2335 (2021; Zbl 1505.62340) Full Text: DOI
Rahman, Mezbahur; Premarathna, Galkande Iresha Parameter estimation for the mixtures of normal distributions using discriminant analysis. (English) Zbl 1499.62215 Far East J. Theor. Stat. 61, No. 1, 1-20 (2021). MSC: 62H30 62F10 PDFBibTeX XMLCite \textit{M. Rahman} and \textit{G. I. Premarathna}, Far East J. Theor. Stat. 61, No. 1, 1--20 (2021; Zbl 1499.62215) Full Text: DOI
Barriga, Gladys D. C.; Suzuki, Adriano K.; Cancho, Vicente G.; Louzada, Francisco A new class of cure rate survival models: properties, inference and applications. (English) Zbl 07500176 Adv. Data Sci. Adapt. Anal. 13, No. 1, Article ID 2150001, 15 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{G. D. C. Barriga} et al., Adv. Data Sci. Adapt. Anal. 13, No. 1, Article ID 2150001, 15 p. (2021; Zbl 07500176) Full Text: DOI
Slawski, Martin; Diao, Guoqing; Ben-David, Emanuel A pseudo-likelihood approach to linear regression with partially shuffled data. (English) Zbl 07499932 J. Comput. Graph. Stat. 30, No. 4, 991-1003 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Slawski} et al., J. Comput. Graph. Stat. 30, No. 4, 991--1003 (2021; Zbl 07499932) Full Text: DOI arXiv
Yang, Ting; Tan, Zhiqiang Hierarchical total variations and doubly penalized ANOVA modeling for multivariate nonparametric regression. (English) Zbl 07499922 J. Comput. Graph. Stat. 30, No. 4, 848-862 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Yang} and \textit{Z. Tan}, J. Comput. Graph. Stat. 30, No. 4, 848--862 (2021; Zbl 07499922) Full Text: DOI arXiv
Molstad, Aaron J.; Weng, Guangwei; Doss, Charles R.; Rothman, Adam J. An explicit mean-covariance parameterization for multivariate response linear regression. (English) Zbl 07499905 J. Comput. Graph. Stat. 30, No. 3, 612-621 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{A. J. Molstad} et al., J. Comput. Graph. Stat. 30, No. 3, 612--621 (2021; Zbl 07499905) Full Text: DOI arXiv
Holbrook, Andrew J.; Lemey, Philippe; Baele, Guy; Dellicour, Simon; Brockmann, Dirk; Rambaut, Andrew; Suchard, Marc A. Massive parallelization boosts big Bayesian multidimensional scaling. (English) Zbl 07499878 J. Comput. Graph. Stat. 30, No. 1, 11-24 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{A. J. Holbrook} et al., J. Comput. Graph. Stat. 30, No. 1, 11--24 (2021; Zbl 07499878) Full Text: DOI Link
Choi, Taehwa; Choi, Sangbum A fast algorithm for the accelerated failure time model with high-dimensional time-to-event data. (English) Zbl 07497667 J. Stat. Comput. Simulation 91, No. 16, 3385-3403 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Choi} and \textit{S. Choi}, J. Stat. Comput. Simulation 91, No. 16, 3385--3403 (2021; Zbl 07497667) Full Text: DOI
Wang, Yanxin; Zhu, Li Coordinate majorization descent algorithm for nonconvex penalized regression. (English) Zbl 07497108 J. Stat. Comput. Simulation 91, No. 13, 2684-2698 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Wang} and \textit{L. Zhu}, J. Stat. Comput. Simulation 91, No. 13, 2684--2698 (2021; Zbl 07497108) Full Text: DOI
Guler, Huseyin; Guler, Ebru Ozgur Mixed Lasso estimator for stochastic restricted regression models. (English) Zbl 1521.62342 J. Appl. Stat. 48, No. 13-15, 2795-2808 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Guler} and \textit{E. O. Guler}, J. Appl. Stat. 48, No. 13--15, 2795--2808 (2021; Zbl 1521.62342) Full Text: DOI
Singh, Satya Prakash; Yadav, Pradeep Optimal allocation of subjects in a matched pair cluster-randomized trial with fixed number of heterogeneous clusters. (English) Zbl 1521.62482 J. Appl. Stat. 48, No. 9, 1527-1540 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{S. P. Singh} and \textit{P. Yadav}, J. Appl. Stat. 48, No. 9, 1527--1540 (2021; Zbl 1521.62482) Full Text: DOI
Kaymaz, Özlem; Alqahtani, Khaled; Wood, Henry M.; Gusnanto, Arief Prediction of tumour pathological subtype from genomic profile using sparse logistic regression with random effects. (English) Zbl 1521.62371 J. Appl. Stat. 48, No. 4, 605-622 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{Ö. Kaymaz} et al., J. Appl. Stat. 48, No. 4, 605--622 (2021; Zbl 1521.62371) Full Text: DOI Link
Kim, Juhyun; Shen, Judong; Wang, Anran; Mehrotra, Devan V.; Ko, Seyoon; Zhou, Jin J.; Zhou, Hua VCSEL: prioritizing SNP-set by penalized variance component selection. (English) Zbl 1498.62230 Ann. Appl. Stat. 15, No. 4, 1652-1672 (2021). MSC: 62P10 62J05 62J07 62J10 62H12 62-08 PDFBibTeX XMLCite \textit{J. Kim} et al., Ann. Appl. Stat. 15, No. 4, 1652--1672 (2021; Zbl 1498.62230) Full Text: DOI
Rudy, Samuel H.; Sapsis, Themistoklis P. Sparse methods for automatic relevance determination. (English) Zbl 07479441 Physica D 418, Article ID 132843, 16 p. (2021). MSC: 62J05 PDFBibTeX XMLCite \textit{S. H. Rudy} and \textit{T. P. Sapsis}, Physica D 418, Article ID 132843, 16 p. (2021; Zbl 07479441) Full Text: DOI arXiv
She, Yiyuan; Wang, Zhifeng; Jin, Jiuwu Analysis of generalized Bregman surrogate algorithms for nonsmooth nonconvex statistical learning. (English) Zbl 1486.62212 Ann. Stat. 49, No. 6, 3434-3459 (2021). MSC: 62J07 62G08 62J05 68T05 90C26 PDFBibTeX XMLCite \textit{Y. She} et al., Ann. Stat. 49, No. 6, 3434--3459 (2021; Zbl 1486.62212) Full Text: DOI arXiv
MacDonald, Iain L. Is EM really necessary here? Examples where it seems simpler not to use EM. (English) Zbl 1478.62061 AStA, Adv. Stat. Anal. 105, No. 4, 629-647 (2021). MSC: 62F10 62H12 62-08 PDFBibTeX XMLCite \textit{I. L. MacDonald}, AStA, Adv. Stat. Anal. 105, No. 4, 629--647 (2021; Zbl 1478.62061) Full Text: DOI
Azouagh, Nabil; El Melhaoui, Said Detection of EXPAR nonlinearity in the presence of a nuisance unidentified under the null hypothesis. (English) Zbl 1476.62177 Sankhyā, Ser. B 83, No. 2, 397-429 (2021). MSC: 62M10 62G10 62F05 62F40 PDFBibTeX XMLCite \textit{N. Azouagh} and \textit{S. El Melhaoui}, Sankhyā, Ser. B 83, No. 2, 397--429 (2021; Zbl 1476.62177) Full Text: DOI
Fort, G.; Gach, P.; Moulines, E. Fast incremental expectation maximization for finite-sum optimization: nonasymptotic convergence. (English) Zbl 1475.62032 Stat. Comput. 31, No. 4, Paper No. 48, 24 p. (2021). MSC: 62-08 68T05 65K10 PDFBibTeX XMLCite \textit{G. Fort} et al., Stat. Comput. 31, No. 4, Paper No. 48, 24 p. (2021; Zbl 1475.62032) Full Text: DOI arXiv
Kawano, Shuichi Sparse principal component regression via singular value decomposition approach. (English) Zbl 07433038 Adv. Data Anal. Classif., ADAC 15, No. 3, 795-823 (2021). MSC: 62H25 62J07 62J05 PDFBibTeX XMLCite \textit{S. Kawano}, Adv. Data Anal. Classif., ADAC 15, No. 3, 795--823 (2021; Zbl 07433038) Full Text: DOI arXiv
Schwendinger, Florian; Grün, Bettina; Hornik, Kurt A comparison of optimization solvers for log binomial regression including conic programming. (English) Zbl 1505.62364 Comput. Stat. 36, No. 3, 1721-1754 (2021). MSC: 62-08 62F10 62J12 90C25 90C51 PDFBibTeX XMLCite \textit{F. Schwendinger} et al., Comput. Stat. 36, No. 3, 1721--1754 (2021; Zbl 1505.62364) Full Text: DOI
Molstad, Aaron J.; Sun, Wei; Hsu, Li A covariance-enhanced approach to multitissue joint eQTL mapping with application to transcriptome-wide association studies. (English) Zbl 1477.62317 Ann. Appl. Stat. 15, No. 2, 998-1016 (2021). MSC: 62P10 62H20 92D10 62-08 PDFBibTeX XMLCite \textit{A. J. Molstad} et al., Ann. Appl. Stat. 15, No. 2, 998--1016 (2021; Zbl 1477.62317) Full Text: DOI arXiv