Hesse, Kerstin; Sloan, Ian H.; Womersley, Robert S. Local RBF-based penalized least-squares approximation on the sphere with noisy scattered data. (English) Zbl 07241391 J. Comput. Appl. Math. 382, Article ID 113061, 20 p. (2021). MSC: 65 41A15 65D07 65D10 33C55 42C10 46E35 PDF BibTeX XML Cite \textit{K. Hesse} et al., J. Comput. Appl. Math. 382, Article ID 113061, 20 p. (2021; Zbl 07241391) Full Text: DOI
Sim, Byeongsu; Oh, Gyutaek; Kim, Jeongsol; Jung, Chanyong; Ye, Jong Chul Optimal transport driven CycleGAN for unsupervised learning in inverse problems. (English) Zbl 07292256 SIAM J. Imaging Sci. 13, No. 4, 2281-2306 (2020). MSC: 68T05 68T45 65L09 68U10 PDF BibTeX XML Cite \textit{B. Sim} et al., SIAM J. Imaging Sci. 13, No. 4, 2281--2306 (2020; Zbl 07292256) Full Text: DOI
Meng, Cheng; Zhang, Xinlian; Zhang, Jingyi; Zhong, Wenxuan; Ma, Ping More efficient approximation of smoothing splines via space-filling basis selection. (English) Zbl 1451.62039 Biometrika 107, No. 3, 723-735 (2020). MSC: 62G08 62K15 65D07 62P12 PDF BibTeX XML Cite \textit{C. Meng} et al., Biometrika 107, No. 3, 723--735 (2020; Zbl 1451.62039) Full Text: DOI
Xing, Xin; Liu, Meimei; Ma, Ping; Zhong, Wenxuan Minimax nonparametric parallelism test. (English) Zbl 07255125 J. Mach. Learn. Res. 21, Paper No. 94, 47 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{X. Xing} et al., J. Mach. Learn. Res. 21, Paper No. 94, 47 p. (2020; Zbl 07255125) Full Text: Link
Koukouvinos, Christos; Mitrouli, Marilena; Turek, Ondřej Efficient estimates in regression models with highly correlated covariates. (English) Zbl 1436.62340 J. Comput. Appl. Math. 373, Article ID 112416, 12 p. (2020). MSC: 62J07 62D20 62K15 62H12 PDF BibTeX XML Cite \textit{C. Koukouvinos} et al., J. Comput. Appl. Math. 373, Article ID 112416, 12 p. (2020; Zbl 1436.62340) Full Text: DOI
Xu, Xinyi; Li, Xiangjie; Zhang, Jingxiao Regularization methods for high-dimensional sparse control function models. (English) Zbl 1437.62282 J. Stat. Plann. Inference 206, 111-126 (2020). MSC: 62J07 62J05 62G08 62H12 PDF BibTeX XML Cite \textit{X. Xu} et al., J. Stat. Plann. Inference 206, 111--126 (2020; Zbl 1437.62282) Full Text: DOI
Kuchibhotla, Arun K.; Patra, Rohit K. Efficient estimation in single index models through smoothing splines. (English) Zbl 07166575 Bernoulli 26, No. 2, 1587-1618 (2020). MSC: 60 62 PDF BibTeX XML Cite \textit{A. K. Kuchibhotla} and \textit{R. K. Patra}, Bernoulli 26, No. 2, 1587--1618 (2020; Zbl 07166575) Full Text: DOI Euclid
Farnè, Matteo; Montanari, Angela A large covariance matrix estimator under intermediate spikiness regimes. (English) Zbl 1436.62198 J. Multivariate Anal. 176, Article ID 104577, 20 p. (2020). MSC: 62H12 15A42 62P05 PDF BibTeX XML Cite \textit{M. Farnè} and \textit{A. Montanari}, J. Multivariate Anal. 176, Article ID 104577, 20 p. (2020; Zbl 1436.62198) Full Text: DOI
Sutton, Matthew; Mengersen, Kerrie; Liquet, Benoit [HDDA] sparse subspace constrained partial least squares. (English) Zbl 07193767 J. Stat. Comput. Simulation 89, No. 6, 1005-1019 (2019). MSC: 62 PDF BibTeX XML Cite \textit{M. Sutton} et al., J. Stat. Comput. Simulation 89, No. 6, 1005--1019 (2019; Zbl 07193767) Full Text: DOI
Aydın, Dursun; Ahmed, S. Ejaz; Yılmaz, Ersin Estimation of semiparametric regression model with right-censored high-dimensional data. (English) Zbl 07193766 J. Stat. Comput. Simulation 89, No. 6, 985-1004 (2019). MSC: 62N01 62J07 62H12 PDF BibTeX XML Cite \textit{D. Aydın} et al., J. Stat. Comput. Simulation 89, No. 6, 985--1004 (2019; Zbl 07193766) Full Text: DOI
Koukouvinos, Christos; Jbilou, Khalide; Mitrouli, Marilena; Turek, Ondřej An eigenvalue approach for estimating the generalized cross validation function for correlated matrices. (English) Zbl 1430.62156 Electron. J. Linear Algebra 35, 482-496 (2019). MSC: 62J05 15A18 65F15 PDF BibTeX XML Cite \textit{C. Koukouvinos} et al., Electron. J. Linear Algebra 35, 482--496 (2019; Zbl 1430.62156) Full Text: Link
Mai, Qing; Zhang, Xin An iterative penalized least squares approach to sparse canonical correlation analysis. (English) Zbl 1436.62598 Biometrics 75, No. 3, 734-744 (2019). MSC: 62P10 62J07 PDF BibTeX XML Cite \textit{Q. Mai} and \textit{X. Zhang}, Biometrics 75, No. 3, 734--744 (2019; Zbl 1436.62598) Full Text: DOI
Feng, Long; Zhang, Cun-Hui Sorted concave penalized regression. (English) Zbl 1435.62262 Ann. Stat. 47, No. 6, 3069-3098 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J05 62J07 62H12 PDF BibTeX XML Cite \textit{L. Feng} and \textit{C.-H. Zhang}, Ann. Stat. 47, No. 6, 3069--3098 (2019; Zbl 1435.62262) Full Text: DOI Euclid arXiv
Li, Furong; Sang, Huiyan Spatial homogeneity pursuit of regression coefficients for large datasets. (English) Zbl 1428.62212 J. Am. Stat. Assoc. 114, No. 527, 1050-1062 (2019). MSC: 62H11 62J07 PDF BibTeX XML Cite \textit{F. Li} and \textit{H. Sang}, J. Am. Stat. Assoc. 114, No. 527, 1050--1062 (2019; Zbl 1428.62212) Full Text: DOI
Wu, Xianyi; Zhou, Xian On Hodges’ superefficiency and merits of oracle property in model selection. (English) Zbl 1433.62182 Ann. Inst. Stat. Math. 71, No. 5, 1093-1119 (2019). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 62J02 62G08 PDF BibTeX XML Cite \textit{X. Wu} and \textit{X. Zhou}, Ann. Inst. Stat. Math. 71, No. 5, 1093--1119 (2019; Zbl 1433.62182) Full Text: DOI
Yu, Donghyeon; Han Lee, Sang; Lim, Johan; Xiao, Guanghua; Cameron Craddock, Richard; Biswal, Bharat B. Fused lasso regression for identifying differential correlations in brain connectome graphs. (English) Zbl 07260740 Stat. Anal. Data Min. 11, No. 5, 203-226 (2018). MSC: 62 68 PDF BibTeX XML Cite \textit{D. Yu} et al., Stat. Anal. Data Min. 11, No. 5, 203--226 (2018; Zbl 07260740) Full Text: DOI
Shi, Yueyong; Cao, Yongxiu; Yu, Jichang; Jiao, Yuling High-dimensional variable selection with the generalized SELO penalty. (English) Zbl 1438.62128 J. Math., Wuhan Univ. 38, No. 6, 990-998 (2018). MSC: 62J05 62F10 PDF BibTeX XML Cite \textit{Y. Shi} et al., J. Math., Wuhan Univ. 38, No. 6, 990--998 (2018; Zbl 1438.62128) Full Text: DOI
Sun, Xiaoxiao; Du, Pang; Wang, Xiao; Ma, Ping Optimal penalized function-on-function regression under a reproducing kernel Hilbert space framework. (English) Zbl 1409.62137 J. Am. Stat. Assoc. 113, No. 524, 1601-1611 (2018). MSC: 62J05 62G08 PDF BibTeX XML Cite \textit{X. Sun} et al., J. Am. Stat. Assoc. 113, No. 524, 1601--1611 (2018; Zbl 1409.62137) Full Text: DOI
Garreau, Damien; Arlot, Sylvain Consistent change-point detection with kernels. (English) Zbl 1409.62172 Electron. J. Stat. 12, No. 2, 4440-4486 (2018). MSC: 62M10 62G20 PDF BibTeX XML Cite \textit{D. Garreau} and \textit{S. Arlot}, Electron. J. Stat. 12, No. 2, 4440--4486 (2018; Zbl 1409.62172) Full Text: DOI Euclid arXiv
Shi, Yue Yong; Jiao, Yu Ling; Cao, Yong Xiu; Liu, Yan Yan An alternating direction method of multipliers for MCP-penalized regression with high-dimensional data. (English) Zbl 1407.62263 Acta Math. Sin., Engl. Ser. 34, No. 12, 1892-1906 (2018). MSC: 62J05 62J07 65K05 90C26 PDF BibTeX XML Cite \textit{Y. Y. Shi} et al., Acta Math. Sin., Engl. Ser. 34, No. 12, 1892--1906 (2018; Zbl 1407.62263) Full Text: DOI
Kong, Dehan; Bondell, Howard D.; Wu, Yichao Fully efficient robust estimation, outlier detection and variable selection via penalized regression. (English) Zbl 1390.62119 Stat. Sin. 28, No. 2, 1031-1052 (2018). MSC: 62J05 62J07 62F35 PDF BibTeX XML Cite \textit{D. Kong} et al., Stat. Sin. 28, No. 2, 1031--1052 (2018; Zbl 1390.62119) Full Text: DOI
Yamada, Hiroshi Several least-squares problems related to the Hodrick-Prescott filtering. (English) Zbl 06865907 Commun. Stat., Theory Methods 47, No. 5, 1022-1027 (2018). MSC: 62G05 PDF BibTeX XML Cite \textit{H. Yamada}, Commun. Stat., Theory Methods 47, No. 5, 1022--1027 (2018; Zbl 06865907) Full Text: DOI
Guerrero, Víctor M.; Cortés Toto, Daniela; Reyes Cervantes, Hortensia J. Effect of autocorrelation when estimating the trend of a time series via penalized least squares with controlled smoothness. (English) Zbl 1387.62102 Stat. Methods Appl. 27, No. 1, 109-130 (2018). MSC: 62M10 62P20 PDF BibTeX XML Cite \textit{V. M. Guerrero} et al., Stat. Methods Appl. 27, No. 1, 109--130 (2018; Zbl 1387.62102) Full Text: DOI
Wang, Yanxin; Fan, Qibin; Zhu, Li Variable selection and estimation using a continuous approximation to the \(L_0\) penalty. (English) Zbl 1385.62019 Ann. Inst. Stat. Math. 70, No. 1, 191-214 (2018). Reviewer: Anatoliy Swishchuk (Calgary) MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{Y. Wang} et al., Ann. Inst. Stat. Math. 70, No. 1, 191--214 (2018; Zbl 1385.62019) Full Text: DOI
Dermoune, Azzouz; Ounaissi, Daoud; Rahmania, Nadji Oscillation of metropolis-Hastings and simulated annealing algorithms around LASSO estimator. (English) Zbl 07313798 Math. Comput. Simul. 135, 39-50 (2017). MSC: 62 68 PDF BibTeX XML Cite \textit{A. Dermoune} et al., Math. Comput. Simul. 135, 39--50 (2017; Zbl 07313798) Full Text: DOI
Que, Ye; Huang, Zhensheng Efficient estimation for the partially linear models with random effects. (English) Zbl 1399.62065 Chin. J. Appl. Probab. Stat. 33, No. 5, 529-537 (2017). MSC: 62G05 62G20 65D07 PDF BibTeX XML Cite \textit{Y. Que} and \textit{Z. Huang}, Chin. J. Appl. Probab. Stat. 33, No. 5, 529--537 (2017; Zbl 1399.62065) 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
Van de Geer, Sara; Wainwright, Martin J. On concentration for (regularized) empirical risk minimization. (English) Zbl 1380.62085 Sankhyā, Ser. A 79, No. 2, 159-200 (2017). MSC: 62E20 60F99 PDF BibTeX XML Cite \textit{S. Van de Geer} and \textit{M. J. Wainwright}, Sankhyā, Ser. A 79, No. 2, 159--200 (2017; Zbl 1380.62085) Full Text: DOI
Yamada, Hiroshi The Frisch-Waugh-Lovell theorem for the lasso and the ridge regression. (English) Zbl 06816096 Commun. Stat., Theory Methods 46, No. 21, 10897-10902 (2017). MSC: 62J07 PDF BibTeX XML Cite \textit{H. Yamada}, Commun. Stat., Theory Methods 46, No. 21, 10897--10902 (2017; Zbl 06816096) Full Text: DOI
Cao, Yongxiu; Huang, Jian; Jiao, Yuling; Liu, Yanyan A lower bound based smoothed quasi-Newton algorithm for group bridge penalized regression. (English) Zbl 1376.65007 Commun. Stat., Simulation Comput. 46, No. 6, 4694-4707 (2017). MSC: 65C60 62J05 65K05 90C53 90C20 PDF BibTeX XML Cite \textit{Y. Cao} et al., Commun. Stat., Simulation Comput. 46, No. 6, 4694--4707 (2017; Zbl 1376.65007) Full Text: DOI
Guerrero, Victor M.; Islas-Camargo, Alejandro; Ramirez-Ramirez, L. Leticia Trend estimation of multivariate time series with controlled smoothness. (English) Zbl 1391.62170 Commun. Stat., Theory Methods 46, No. 13, 6704-6726 (2017). MSC: 62M10 62H12 62P20 PDF BibTeX XML Cite \textit{V. M. Guerrero} et al., Commun. Stat., Theory Methods 46, No. 13, 6704--6726 (2017; Zbl 1391.62170) Full Text: DOI
Lin, Lu; Dong, Ping; Song, Yunquan; Zhu, Lixing Upper expectation parametric regression. (English) Zbl 1370.62033 Stat. Sin. 27, No. 3, 1265-1280 (2017). MSC: 62J05 62F12 60H30 PDF BibTeX XML Cite \textit{L. Lin} et al., Stat. Sin. 27, No. 3, 1265--1280 (2017; Zbl 1370.62033) Full Text: DOI
Cortés-Toto, Daniela; Guerrero, Víctor M.; Reyes, Hortensia J. Trend smoothness achieved by penalized least squares with the smoothing parameter chosen by optimality criteria. (English) Zbl 06704210 Commun. Stat., Simulation Comput. 46, No. 2, 1492-1507 (2017). MSC: 62M10 PDF BibTeX XML Cite \textit{D. Cortés-Toto} et al., Commun. Stat., Simulation Comput. 46, No. 2, 1492--1507 (2017; Zbl 06704210) Full Text: DOI
Jhong, Jae-Hwan; Koo, Ja-Yong; Lee, Seong-Whan Penalized B-spline estimator for regression functions using total variation penalty. (English) Zbl 1395.62080 J. Stat. Plann. Inference 184, 77-93 (2017). MSC: 62G07 62G08 62G20 62J07 PDF BibTeX XML Cite \textit{J.-H. Jhong} et al., J. Stat. Plann. Inference 184, 77--93 (2017; Zbl 1395.62080) Full Text: DOI
Cardot, H.; Goga, C.; Shehzad, M.-A. Calibration and partial calibration on principal components when the number of auxiliary variables is large. (English) Zbl 06686358 Stat. Sin. 27, No. 1, 243-260 (2017). MSC: 62 PDF BibTeX XML Cite \textit{H. Cardot} et al., Stat. Sin. 27, No. 1, 243--260 (2017; Zbl 06686358) Full Text: DOI
Su, Liangjun; Shi, Zhentao; Phillips, Peter C. B. Identifying latent structures in panel data. (English) Zbl 1410.62110 Econometrica 84, No. 6, 2215-2264 (2016). MSC: 62H30 62J07 62P20 PDF BibTeX XML Cite \textit{L. Su} et al., Econometrica 84, No. 6, 2215--2264 (2016; Zbl 1410.62110) Full Text: DOI
Lee, Namgil; Choi, Hyemi; Kim, Sung-Ho Bayes shrinkage estimation for high-dimensional VAR models with scale mixture of normal distributions for noise. (English) Zbl 06918286 Comput. Stat. Data Anal. 101, 250-276 (2016). MSC: 62 PDF BibTeX XML Cite \textit{N. Lee} et al., Comput. Stat. Data Anal. 101, 250--276 (2016; Zbl 06918286) Full Text: DOI
Suk, Hye Won; Hwang, Heungsun Functional generalized structured component analysis. (English) Zbl 1367.62321 Psychometrika 81, No. 4, 940-968 (2016). MSC: 62P15 62H25 PDF BibTeX XML Cite \textit{H. W. Suk} and \textit{H. Hwang}, Psychometrika 81, No. 4, 940--968 (2016; Zbl 1367.62321) Full Text: DOI
Abebe, Asheber; Bindele, Huybrechts F. Robust signed-rank variable selection in linear regression. (English) Zbl 1366.62144 Liu, Regina Y. (ed.) et al., Robust rank-based and nonparametric methods. Western Michigan University, Kalamazoo, MI, USA, April 9–10, 2015. Selected, revised, and extended contributions. Cham: Springer (ISBN 978-3-319-39063-5/hbk; 978-3-319-39065-9/ebook). Springer Proceedings in Mathematics & Statistics 168, 25-45 (2016). MSC: 62J07 62J05 62G10 62G35 62G20 PDF BibTeX XML Cite \textit{A. Abebe} and \textit{H. F. Bindele}, in: Robust rank-based and nonparametric methods. Western Michigan University, Kalamazoo, MI, USA, April 9--10, 2015. Selected, revised, and extended contributions. Cham: Springer. 25--45 (2016; Zbl 1366.62144) Full Text: DOI
Mansor, Mahayaudin M.; Glonek, Max E.; Green, David A.; Metcalfe, Andrew V. Threshold autoregressive models for directional time series. (English) Zbl 1366.62177 Rojas, Ignacio (ed.) et al., Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE conference, Granada, Spain, July 2015. Cham: Springer (ISBN 978-3-319-28723-2/hbk; 978-3-319-28725-6/ebook). Contributions to Statistics, 13-25 (2016). MSC: 62M10 60G15 85A15 85A25 PDF BibTeX XML Cite \textit{M. M. Mansor} et al., in: Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE conference, Granada, Spain, July 2015. Cham: Springer. 13--25 (2016; Zbl 1366.62177) Full Text: DOI
Fan, JianQing; Qi, Lei; Tong, Xin Penalized least squares estimation with weakly dependent data. (English) Zbl 1367.62211 Sci. China, Math. 59, No. 12, 2335-2354 (2016). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{J. Fan} et al., Sci. China, Math. 59, No. 12, 2335--2354 (2016; Zbl 1367.62211) Full Text: DOI
Luo, Ruiyan; Qi, Xin; Wang, Yanhong Functional wavelet regression for linear function-on-function models. (English) Zbl 1353.62073 Electron. J. Stat. 10, No. 2, 3179-3216 (2016). MSC: 62J05 62G08 94A08 PDF BibTeX XML Cite \textit{R. Luo} et al., Electron. J. Stat. 10, No. 2, 3179--3216 (2016; Zbl 1353.62073) Full Text: DOI Euclid
Huque, Md Hamidul; Bondell, Howard D.; Carroll, Raymond J.; Ryan, Louise M. Spatial regression with covariate measurement error: a semiparametric approach. (English) Zbl 1390.62271 Biometrics 72, No. 3, 678-686 (2016). MSC: 62P10 62M30 62G05 62J02 62H12 PDF BibTeX XML Cite \textit{M. H. Huque} et al., Biometrics 72, No. 3, 678--686 (2016; Zbl 1390.62271) Full Text: DOI
Giuzio, Margherita; Ferrari, Davide; Paterlini, Sandra Sparse and robust normal and \(t\)-portfolios by penalized \(L_q\)-likelihood minimization. (Sparse and robust normal and t- portfolios by penalized Lq-likelihood minimization.) (English) Zbl 1346.91205 Eur. J. Oper. Res. 250, No. 1, 251-261 (2016). MSC: 91G10 91G70 PDF BibTeX XML Cite \textit{M. Giuzio} et al., Eur. J. Oper. Res. 250, No. 1, 251--261 (2016; Zbl 1346.91205) Full Text: DOI
Zhu, Rong; Zou, Guohua; Liang, Hua; Zhu, Lixing Penalized weighted least squares to small area estimation. (English) Zbl 06628981 Scand. J. Stat. 43, No. 3, 736-756 (2016). MSC: 62 PDF BibTeX XML Cite \textit{R. Zhu} et al., Scand. J. Stat. 43, No. 3, 736--756 (2016; Zbl 06628981) Full Text: DOI
Ma, Haiqiang; Zhu, Zhongyi Continuously dynamic additive models for functional data. (English) Zbl 1346.62080 J. Multivariate Anal. 150, 1-13 (2016). MSC: 62G08 62G20 62H25 PDF BibTeX XML Cite \textit{H. Ma} and \textit{Z. Zhu}, J. Multivariate Anal. 150, 1--13 (2016; Zbl 1346.62080) Full Text: DOI
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
Qian, Junhui; Su, Liangjun Shrinkage estimation of common breaks in panel data models via adaptive group fused Lasso. (English) Zbl 1390.62124 J. Econom. 191, No. 1, 86-109 (2016). MSC: 62J07 91B62 91B82 PDF BibTeX XML Cite \textit{J. Qian} and \textit{L. Su}, J. Econom. 191, No. 1, 86--109 (2016; Zbl 1390.62124) Full Text: DOI
Waltrup, Linda Schulze; Sobotka, Fabian; Kneib, Thomas; Kauermann, Göran Expectile and quantile regression – David and Goliath? (English) Zbl 07258997 Stat. Model. 15, No. 5, 433-456 (2015). MSC: 62 PDF BibTeX XML Cite \textit{L. S. Waltrup} et al., Stat. Model. 15, No. 5, 433--456 (2015; Zbl 07258997) Full Text: DOI
Wan, Y.; Datta, S.; Conklin, D. J.; Kong, M. Variable selection models based on multiple imputation with an application for predicting median effective dose and maximum effect. (English) Zbl 07183173 J. Stat. Comput. Simulation 85, No. 9, 1902-1916 (2015). MSC: 62 PDF BibTeX XML Cite \textit{Y. Wan} et al., J. Stat. Comput. Simulation 85, No. 9, 1902--1916 (2015; Zbl 07183173) Full Text: DOI
Klein, Nadja; Kneib, Thomas; Lang, Stefan Bayesian generalized additive models for location, scale, and shape for zero-inflated and overdispersed count data. (English) Zbl 1373.62103 J. Am. Stat. Assoc. 110, No. 509, 405-419 (2015). MSC: 62F15 65C60 62J07 PDF BibTeX XML Cite \textit{N. Klein} et al., J. Am. Stat. Assoc. 110, No. 509, 405--419 (2015; Zbl 1373.62103) Full Text: DOI
Breitung, Jörg; Roling, Christoph Forecasting inflation rates using daily data: a nonparametric MIDAS approach. (English) Zbl 1365.62402 J. Forecast. 34, No. 7, 588-603 (2015). MSC: 62P05 62G08 62M20 PDF BibTeX XML Cite \textit{J. Breitung} and \textit{C. Roling}, J. Forecast. 34, No. 7, 588--603 (2015; Zbl 1365.62402) Full Text: DOI
Martella, Francesca; Vicari, Donatella; Vichi, Maurizio Partitioning predictors in multivariate regression models. (English) Zbl 1331.62275 Stat. Comput. 25, No. 2, 261-272 (2015). MSC: 62H12 62J05 65C60 PDF BibTeX XML Cite \textit{F. Martella} et al., Stat. Comput. 25, No. 2, 261--272 (2015; Zbl 1331.62275) Full Text: DOI
Guo, Mengmeng; Zhou, Lan; Huang, Jianhua Z.; Härdle, Wolfgang Karl Functional data analysis of generalized regression quantiles. (English) Zbl 1331.62031 Stat. Comput. 25, No. 2, 189-202 (2015). MSC: 62-07 62J02 62H25 62P12 PDF BibTeX XML Cite \textit{M. Guo} et al., Stat. Comput. 25, No. 2, 189--202 (2015; Zbl 1331.62031) Full Text: DOI
Pokarowski, Piotr; Mielniczuk, Jan Combined \(\ell_1\) and greedy \(\ell_0\) penalized least squares for linear model selection. (English) Zbl 1360.62401 J. Mach. Learn. Res. 16, 961-992 (2015). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{P. Pokarowski} and \textit{J. Mielniczuk}, J. Mach. Learn. Res. 16, 961--992 (2015; Zbl 1360.62401) Full Text: Link
Li, Yingsong; Hamamura, Masanori Zero-attracting variable-step-size least mean square algorithms for adaptive sparse channel estimation. (English) Zbl 1330.93248 Int. J. Adapt. Control Signal Process. 29, No. 9, 1189-1206 (2015). MSC: 93E24 93C40 90B20 93E10 93E03 PDF BibTeX XML Cite \textit{Y. Li} and \textit{M. Hamamura}, Int. J. Adapt. Control Signal Process. 29, No. 9, 1189--1206 (2015; Zbl 1330.93248) Full Text: DOI
Dahlquist, Kam D.; Fitzpatrick, Ben G.; Camacho, Erika T.; Entzminger, Stephanie D.; Wanner, Nathan C. Parameter estimation for gene regulatory networks from microarray data: cold shock response in Saccharomyces cerevisiae. (English) Zbl 1336.92026 Bull. Math. Biol. 77, No. 8, 1457-1492 (2015). MSC: 92C40 92C42 92D10 PDF BibTeX XML Cite \textit{K. D. Dahlquist} et al., Bull. Math. Biol. 77, No. 8, 1457--1492 (2015; Zbl 1336.92026) Full Text: DOI
Öllerer, Viktoria; Croux, Christophe; Alfons, Andreas The influence function of penalized regression estimators. (English) Zbl 1328.62481 Statistics 49, No. 4, 741-765 (2015). MSC: 62J20 62J07 PDF BibTeX XML Cite \textit{V. Öllerer} et al., Statistics 49, No. 4, 741--765 (2015; Zbl 1328.62481) Full Text: DOI arXiv
Ma, Ping; Huang, Jianhua Z.; Zhang, Nan Efficient computation of smoothing splines via adaptive basis sampling. (English) Zbl 1452.62286 Biometrika 102, No. 3, 631-645 (2015). MSC: 62G08 62G15 62G20 PDF BibTeX XML Cite \textit{P. Ma} et al., Biometrika 102, No. 3, 631--645 (2015; Zbl 1452.62286) Full Text: DOI
Florens, Jean-Pierre; Van Bellegem, Sébastien Instrumental variable estimation in functional linear models. (English) Zbl 1331.62465 J. Econom. 186, No. 2, 465-476 (2015). MSC: 62P20 62G08 PDF BibTeX XML Cite \textit{J.-P. Florens} and \textit{S. Van Bellegem}, J. Econom. 186, No. 2, 465--476 (2015; Zbl 1331.62465) Full Text: DOI
Han, Kyunghee; Shin, Hyejin Functional linear regression for functional response via sparse basis selection. (English) Zbl 06471422 J. Korean Stat. Soc. 44, No. 3, 376-389 (2015). MSC: 62J07 62H12 PDF BibTeX XML Cite \textit{K. Han} and \textit{H. Shin}, J. Korean Stat. Soc. 44, No. 3, 376--389 (2015; Zbl 06471422) Full Text: DOI
Mao, Guangyu Efficient penalized estimation for linear regression model. (English) Zbl 1328.62460 Commun. Stat., Theory Methods 44, No. 7, 1436-1449 (2015). MSC: 62J07 62P20 PDF BibTeX XML Cite \textit{G. Mao}, Commun. Stat., Theory Methods 44, No. 7, 1436--1449 (2015; Zbl 1328.62460) Full Text: DOI
Zhang, Yaonan; Kolaczyk, Eric D.; Spencer, Bruce D. Estimating network degree distributions under sampling: an inverse problem, with applications to monitoring social media networks. (English) Zbl 1454.62058 Ann. Appl. Stat. 9, No. 1, 166-199 (2015). MSC: 62D05 91D30 PDF BibTeX XML Cite \textit{Y. Zhang} et al., Ann. Appl. Stat. 9, No. 1, 166--199 (2015; Zbl 1454.62058) Full Text: DOI Euclid
van de Geer, Sara; Muro, Alan Penalized least squares estimation in the additive model with different smoothness for the components. (English) Zbl 1328.62256 J. Stat. Plann. Inference 162, 43-61 (2015). MSC: 62G08 62G05 PDF BibTeX XML Cite \textit{S. van de Geer} and \textit{A. Muro}, J. Stat. Plann. Inference 162, 43--61 (2015; Zbl 1328.62256) Full Text: DOI arXiv
Fastrich, Bjoern; Paterlini, Sandra; Winker, Peter Penalized least squares for optimal sparse portfolio selection. (English) Zbl 1436.62492 Gilli, Manfred (ed.) et al., Proceedings of COMPSTAT 2014 – 21st international conference on computational statistics, Geneva, Switzerland, August 19–22, 2014. The Hague: International Statistical Institute (ISI); The Hague: International Association for Statistical Computing (IASC). 177-186 (2014). MSC: 62P05 91G10 62-08 PDF BibTeX XML Cite \textit{B. Fastrich} et al., in: Proceedings of COMPSTAT 2014 -- 21st international conference on computational statistics, Geneva, Switzerland, August 19--22, 2014. The Hague: International Statistical Institute (ISI); The Hague: International Association for Statistical Computing (IASC). 177--186 (2014; Zbl 1436.62492)
Ferrari, Davide; Giuzio, Margherita; Paterlini, Sandra A generalized description length approach for sparse and robust index tracking. (English) Zbl 1436.62493 Gilli, Manfred (ed.) et al., Proceedings of COMPSTAT 2014 – 21st international conference on computational statistics, Geneva, Switzerland, August 19–22, 2014. The Hague: International Statistical Institute (ISI); The Hague: International Association for Statistical Computing (IASC). 157-165 (2014). MSC: 62P05 91G10 62-08 PDF BibTeX XML Cite \textit{D. Ferrari} et al., in: Proceedings of COMPSTAT 2014 -- 21st international conference on computational statistics, Geneva, Switzerland, August 19--22, 2014. The Hague: International Statistical Institute (ISI); The Hague: International Association for Statistical Computing (IASC). 157--165 (2014; Zbl 1436.62493)
Qian, Junhui; Su, Liangjun Structural change estimation in time series regressions with endogenous variables. (English) Zbl 1311.62155 Econ. Lett. 125, No. 3, 415-421 (2014). MSC: 62M10 62J07 62P20 91B84 PDF BibTeX XML Cite \textit{J. Qian} and \textit{L. Su}, Econ. Lett. 125, No. 3, 415--421 (2014; Zbl 1311.62155) Full Text: DOI
Guyon, Xavier; Hardouin, Cécile Misparametrization subsets for penalized least squares model selection. (English) Zbl 1306.62071 Stat. Inference Stoch. Process. 17, No. 3, 283-294 (2014). MSC: 62F12 62M10 62P12 PDF BibTeX XML Cite \textit{X. Guyon} and \textit{C. Hardouin}, Stat. Inference Stoch. Process. 17, No. 3, 283--294 (2014; Zbl 1306.62071) Full Text: DOI
Tibshirani, Ryan J. Adaptive piecewise polynomial estimation via trend filtering. (English) Zbl 1307.62118 Ann. Stat. 42, No. 1, 285-323 (2014). Reviewer: Vjatscheslav Vasiliev (Tomsk) MSC: 62G08 62G05 62G20 62P35 PDF BibTeX XML Cite \textit{R. J. Tibshirani}, Ann. Stat. 42, No. 1, 285--323 (2014; Zbl 1307.62118) Full Text: DOI Euclid arXiv
Frick, Sophie; Hohage, Thorsten; Munk, Axel Asymptotic laws for change point estimation in inverse regression. (English) Zbl 06290110 Stat. Sin. 24, No. 2, 555-575 (2014). MSC: 62 PDF BibTeX XML Cite \textit{S. Frick} et al., Stat. Sin. 24, No. 2, 555--575 (2014; Zbl 06290110) Full Text: DOI
Vogt, Michael; Linton, Oliver Nonparametric estimation of a periodic sequence in the presence of a smooth trend. (English) Zbl 1285.62047 Biometrika 101, No. 1, 121-140 (2014). MSC: 62G08 62G20 62E20 65C60 62P12 PDF BibTeX XML Cite \textit{M. Vogt} and \textit{O. Linton}, Biometrika 101, No. 1, 121--140 (2014; Zbl 1285.62047) Full Text: DOI
Androulakis, E.; Koukouvinos, C. A new variable selection method for uniform designs. (English) Zbl 07265962 J. Appl. Stat. 40, No. 12, 2564-2578 (2013). MSC: 62-07 62K15 62J05 PDF BibTeX XML Cite \textit{E. Androulakis} and \textit{C. Koukouvinos}, J. Appl. Stat. 40, No. 12, 2564--2578 (2013; Zbl 07265962) Full Text: DOI
Denisov, V. I.; Timofeeva, A. Yu.; Khaĭlenko, E. A.; Buzmakova, O. I. Robust estimation of nonlinear structural models. (Russian, English) Zbl 1340.62026 Sib. Zh. Ind. Mat. 16, No. 4, 47-60 (2013); translation in J. Appl. Ind. Math. 8, No. 1, 28-39 (2014). MSC: 62F35 62P20 PDF BibTeX XML Cite \textit{V. I. Denisov} et al., Sib. Zh. Ind. Mat. 16, No. 4, 47--60 (2013; Zbl 1340.62026); translation in J. Appl. Ind. Math. 8, No. 1, 28--39 (2014) Full Text: DOI
Wang, Lan; Kim, Yongdai; Li, Runze Calibrating nonconvex penalized regression in ultra-high dimension. (English) Zbl 1281.62106 Ann. Stat. 41, No. 5, 2505-2536 (2013). MSC: 62G08 62J05 65C60 65C05 62J07 PDF BibTeX XML Cite \textit{L. Wang} et al., Ann. Stat. 41, No. 5, 2505--2536 (2013; Zbl 1281.62106) Full Text: DOI Euclid arXiv
Xiong, Shifeng; Joseph, V. Roshan Regression with outlier shrinkage. (English) Zbl 1279.62145 J. Stat. Plann. Inference 143, No. 11, 1988-2001 (2013). MSC: 62J05 62H12 65C60 PDF BibTeX XML Cite \textit{S. Xiong} and \textit{V. R. Joseph}, J. Stat. Plann. Inference 143, No. 11, 1988--2001 (2013; Zbl 1279.62145) Full Text: DOI
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 PDF BibTeX XML Cite \textit{J. Taylor}, Bernoulli 19, No. 4, 1449--1464 (2013; Zbl 1402.62157) Full Text: DOI Euclid arXiv
Li, Chin-Shang A partially linear model with its applications. (English) Zbl 1295.62033 Commun. Stat., Simulation Comput. 42, No. 7, 1673-1680 (2013). MSC: 62G05 62G08 62G10 62G20 65C60 PDF BibTeX XML Cite \textit{C.-S. Li}, Commun. Stat., Simulation Comput. 42, No. 7, 1673--1680 (2013; Zbl 1295.62033) Full Text: DOI
Dicker, Lee; Huang, Baosheng; Lin, Xihong Variable selection and estimation with the seamless-\(L_0\) penalty. (English) Zbl 1433.62068 Stat. Sin. 23, No. 2, 929-962 (2013). MSC: 62F07 62J05 62J07 PDF BibTeX XML Cite \textit{L. Dicker} et al., Stat. Sin. 23, No. 2, 929--962 (2013; Zbl 1433.62068) Full Text: DOI
Ma, Shujie; Song, Qiongxia; Wang, Li Simultaneous variable selection and estimation in semiparametric modeling of longitudinal/clustered data. (English) Zbl 1259.62021 Bernoulli 19, No. 1, 252-274 (2013). MSC: 62G08 62G20 62H12 62P10 65C60 PDF BibTeX XML Cite \textit{S. Ma} et al., Bernoulli 19, No. 1, 252--274 (2013; Zbl 1259.62021) Full Text: DOI Euclid arXiv
Huang, Zhensheng; Lin, Bingqing; Feng, Fan; Pang, Zhen Efficient penalized estimating method in the partially varying-coefficient single-index model. (English) Zbl 1255.62056 J. Multivariate Anal. 114, 189-200 (2013). MSC: 62F12 62J99 65C05 PDF BibTeX XML Cite \textit{Z. Huang} et al., J. Multivariate Anal. 114, 189--200 (2013; Zbl 1255.62056) Full Text: DOI
Li, Chin-Shang Testing for no effect via splines. (English) Zbl 1304.65051 Comput. Stat. 27, No. 2, 343-357 (2012). MSC: 65C60 PDF BibTeX XML Cite \textit{C.-S. Li}, Comput. Stat. 27, No. 2, 343--357 (2012; Zbl 1304.65051) Full Text: DOI
Wang, Peng; Tsai, Guei-Feng; Qu, Annie Conditional inference functions for mixed-effects models with unspecified random-effects distribution. (English) Zbl 1261.62068 J. Am. Stat. Assoc. 107, No. 498, 725-736 (2012). MSC: 62J12 62J02 62H12 62G20 65C60 PDF BibTeX XML Cite \textit{P. Wang} et al., J. Am. Stat. Assoc. 107, No. 498, 725--736 (2012; Zbl 1261.62068) Full Text: DOI
Wu, Zhengxiao A note on the monotonicity of the ES algorithm. (English) Zbl 1432.62116 J. Stat. Comput. Simulation 82, No. 5, 759-761 (2012). MSC: 62G08 62G20 PDF BibTeX XML Cite \textit{Z. Wu}, J. Stat. Comput. Simulation 82, No. 5, 759--761 (2012; Zbl 1432.62116) Full Text: DOI
Chen, Lisha; Huang, Jianhua Z. Sparse reduced-rank regression for simultaneous dimension reduction and variable selection. (English) Zbl 1258.62075 J. Am. Stat. Assoc. 107, No. 500, 1533-1545 (2012). MSC: 62J05 62H12 65C60 65K10 PDF BibTeX XML Cite \textit{L. Chen} and \textit{J. Z. Huang}, J. Am. Stat. Assoc. 107, No. 500, 1533--1545 (2012; Zbl 1258.62075) Full Text: DOI
Salzo, Saverio; Villa, Silvia Convergence analysis of a proximal Gauss-Newton method. (English) Zbl 1282.90236 Comput. Optim. Appl. 53, No. 2, 557-589 (2012). MSC: 90C48 PDF BibTeX XML Cite \textit{S. Salzo} and \textit{S. Villa}, Comput. Optim. Appl. 53, No. 2, 557--589 (2012; Zbl 1282.90236) Full Text: DOI arXiv
Sun, Tingni; Zhang, Cun-Hui Scaled sparse linear regression. (English) Zbl 1452.62515 Biometrika 99, No. 4, 879-898 (2012). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{T. Sun} and \textit{C.-H. Zhang}, Biometrika 99, No. 4, 879--898 (2012; Zbl 1452.62515) Full Text: DOI arXiv
Noschese, Silvia; Reichel, Lothar Inverse problems for regularization matrices. (English) Zbl 1254.65053 Numer. Algorithms 60, No. 4, 531-544 (2012). MSC: 65F22 PDF BibTeX XML Cite \textit{S. Noschese} and \textit{L. Reichel}, Numer. Algorithms 60, No. 4, 531--544 (2012; Zbl 1254.65053) Full Text: DOI
Dykes, L.; Reichel, L. On the reduction of Tikhonov minimization problems and the construction of regularization matrices. (English) Zbl 1254.65049 Numer. Algorithms 60, No. 4, 683-696 (2012). MSC: 65F20 65F22 PDF BibTeX XML Cite \textit{L. Dykes} and \textit{L. Reichel}, Numer. Algorithms 60, No. 4, 683--696 (2012; Zbl 1254.65049) Full Text: DOI
Hwang, Heungsun; Suk, Hye Won; Lee, Jang-Han; Moskowitz, D. S.; Lim, Jooseop Functional extended redundancy analysis. (English) Zbl 1272.62122 Psychometrika 77, No. 3, 524-542 (2012). MSC: 62P15 PDF BibTeX XML Cite \textit{H. Hwang} et al., Psychometrika 77, No. 3, 524--542 (2012; Zbl 1272.62122) Full Text: DOI
Le Tarnec, Louis; Garcia, Damien Corrigendum to “Robust smoothing of gridded data in one and higher dimensions with missing values”. (English) Zbl 1277.62037 Comput. Stat. Data Anal. 56, No. 6, 2182 (2012). MSC: 62-07 PDF BibTeX XML Cite \textit{L. Le Tarnec} and \textit{D. Garcia}, Comput. Stat. Data Anal. 56, No. 6, 2182 (2012; Zbl 1277.62037) Full Text: DOI
Wang, Tao; Xu, Pei-Rong; Zhu, Li-Xing Non-convex penalized estimation in high-dimensional models with single-index structure. (English) Zbl 1241.62097 J. Multivariate Anal. 109, 221-235 (2012). MSC: 62H12 62G20 62G08 65C60 PDF BibTeX XML Cite \textit{T. Wang} et al., J. Multivariate Anal. 109, 221--235 (2012; Zbl 1241.62097) Full Text: DOI
Peng, Heng; Lu, Ying Model selection in linear mixed effect models. (English) Zbl 1241.62105 J. Multivariate Anal. 109, 109-129 (2012). MSC: 62J05 62H12 62J07 62F12 65C60 PDF BibTeX XML Cite \textit{H. Peng} and \textit{Y. Lu}, J. Multivariate Anal. 109, 109--129 (2012; Zbl 1241.62105) Full Text: DOI
Deng, Haisong; Ma, Yizhong; Shao, Wenze; Tu, Yiliu A Bayesian meta-modeling approach for Gaussian stochastic process models using a non informative prior. (English) Zbl 1237.93164 Commun. Stat., Theory Methods 41, No. 4-6, 829-850 (2012). MSC: 93E03 93E24 PDF BibTeX XML Cite \textit{H. Deng} et al., Commun. Stat., Theory Methods 41, No. 4--6, 829--850 (2012; Zbl 1237.93164) Full Text: DOI
Lee, Eun Ryung; Park, Byeong U. Sparse estimation in functional linear regression. (English) Zbl 1236.62032 J. Multivariate Anal. 105, No. 1, 1-17 (2012). MSC: 62G08 62J05 62H25 62J07 62P12 65C60 PDF BibTeX XML Cite \textit{E. R. Lee} and \textit{B. U. Park}, J. Multivariate Anal. 105, No. 1, 1--17 (2012; Zbl 1236.62032) Full Text: DOI
Choudhury, Kingshuk Roy; Pettigrew, Catharine Parametric scalp mapping and inference via spatially smooth linear models for mismatch negativity studies. (English) Zbl 1229.62142 J. Stat. Plann. Inference 142, No. 1, 12-24 (2012). MSC: 62P10 62J10 92C20 92C55 PDF BibTeX XML Cite \textit{K. R. Choudhury} and \textit{C. Pettigrew}, J. Stat. Plann. Inference 142, No. 1, 12--24 (2012; Zbl 1229.62142) Full Text: DOI
Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut Restricted likelihood ratio testing in linear mixed models with general error covariance structure. (English) Zbl 1271.62096 Electron. J. Stat. 5, 1718-1734 (2011). MSC: 62G10 62G05 62J05 PDF BibTeX XML Cite \textit{A. Wiencierz} et al., Electron. J. Stat. 5, 1718--1734 (2011; Zbl 1271.62096) Full Text: DOI Euclid
Gómez, Karoll; Gallón, Santiago Comparison among high dimensional covariance matrix estimation methods. (English) Zbl 1264.91144 Rev. Colomb. Estad. 34, No. 3, 567-588 (2011). MSC: 91G70 62H20 62H12 91G10 PDF BibTeX XML Cite \textit{K. Gómez} and \textit{S. Gallón}, Rev. Colomb. Estad. 34, No. 3, 567--588 (2011; Zbl 1264.91144) Full Text: EMIS
Akakpo, Nathalie Estimating a discrete distribution via histogram selection. (English) Zbl 1395.62066 ESAIM, Probab. Stat. 15, 1-29 (2011). MSC: 62G05 62C20 92D20 62P10 PDF BibTeX XML Cite \textit{N. Akakpo}, ESAIM, Probab. Stat. 15, 1--29 (2011; Zbl 1395.62066) Full Text: DOI arXiv
Johnson, Brent A.; Long, Qi; Chung, Matthias On path restoration for censored outcomes. (English) Zbl 1274.62799 Biometrics 67, No. 4, 1379-1388 (2011). MSC: 62P10 PDF BibTeX XML Cite \textit{B. A. Johnson} et al., Biometrics 67, No. 4, 1379--1388 (2011; Zbl 1274.62799) Full Text: DOI
Lounici, Karim; Pontil, Massimiliano; van de Geer, Sara; Tsybakov, Alexandre B. Oracle inequalities and optimal inference under group sparsity. (English) Zbl 1306.62156 Ann. Stat. 39, No. 4, 2164-2204 (2011). MSC: 62J05 62C20 62F07 PDF BibTeX XML Cite \textit{K. Lounici} et al., Ann. Stat. 39, No. 4, 2164--2204 (2011; Zbl 1306.62156) Full Text: DOI arXiv