Bazán, Fermín S. V.; Bedin, Luciano; Ismailov, Mansur I.; Borges, Leonardo S. Inverse time-dependent source problem for the heat equation with a nonlocal Wentzell-Neumann boundary condition. (English) Zbl 07798679 Netw. Heterog. Media 18, No. 4, 1747-1771 (2023). MSC: 35R30 35K20 PDFBibTeX XMLCite \textit{F. S. V. Bazán} et al., Netw. Heterog. Media 18, No. 4, 1747--1771 (2023; Zbl 07798679) Full Text: DOI
Chen, Ze; Liao, Jun; Xu, Wangli; Yang, Yuhong Multifold cross-validation model averaging for generalized additive partial linear models. (English) Zbl 07792645 J. Comput. Graph. Stat. 32, No. 4, 1649-1659 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Chen} et al., J. Comput. Graph. Stat. 32, No. 4, 1649--1659 (2023; Zbl 07792645) Full Text: DOI arXiv
Esfanjani, Robab Mehdizadeh; Najarzadeh, Dariush; Khamnei, Hossein Jabbari; Hormozinejad, Farshin; Talebi, Mahnaz A Monte Carlo study on the ridge parameter of the seemingly unrelated ridge regression models. (English) Zbl 07739783 J. Stat. Comput. Simulation 93, No. 13, 2176-2195 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. M. Esfanjani} et al., J. Stat. Comput. Simulation 93, No. 13, 2176--2195 (2023; Zbl 07739783) Full Text: DOI
James, Gareth; Witten, Daniela; Hastie, Trevor; Tibshirani, Robert; Taylor, Jonathan An introduction to statistical learning. With applications in Python. (English) Zbl 07724265 Springer Texts in Statistics. Cham: Springer (ISBN 978-3-031-38746-3/hbk; 978-3-031-39189-7/pbk; 978-3-031-38747-0/ebook). xv, 60 p. (2023). MSC: 62-01 62H30 62-04 62R07 62J12 62H25 68T05 PDFBibTeX XMLCite \textit{G. James} et al., An introduction to statistical learning. With applications in Python. Cham: Springer (2023; Zbl 07724265) Full Text: DOI
Fika, Paraskevi Approximation of the Tikhonov regularization parameter through Aitken’s extrapolation. (English) Zbl 1523.65038 Appl. Numer. Math. 190, 270-282 (2023). MSC: 65F22 65K10 PDFBibTeX XMLCite \textit{P. Fika}, Appl. Numer. Math. 190, 270--282 (2023; Zbl 1523.65038) Full Text: DOI
Hung, Ying; Lin, Li-Hsiang; Wu, C. F. Jeff Optimal simulator selection. (English) Zbl 07707238 J. Am. Stat. Assoc. 118, No. 542, 1264-1271 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Hung} et al., J. Am. Stat. Assoc. 118, No. 542, 1264--1271 (2023; Zbl 07707238) Full Text: DOI
Koh, Jonathan Gradient boosting with extreme-value theory for wildfire prediction. (English) Zbl 07685221 Extremes 26, No. 2, 273-299 (2023). MSC: 62G32 62J99 62P12 PDFBibTeX XMLCite \textit{J. Koh}, Extremes 26, No. 2, 273--299 (2023; Zbl 07685221) 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
van Wieringen, Wessel N.; Binder, Harald Sequential learning of regression models by penalized estimation. (English) Zbl 07633216 J. Comput. Graph. Stat. 31, No. 3, 877-886 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{W. N. van Wieringen} and \textit{H. Binder}, J. Comput. Graph. Stat. 31, No. 3, 877--886 (2022; Zbl 07633216) Full Text: DOI arXiv
Ameli, Siavash; Shadden, Shawn C. Interpolating log-determinant and trace of the powers of matrix \(\mathbf{A}+ t\mathbf{B}\). (English) Zbl 1499.62010 Stat. Comput. 32, No. 6, Paper No. 108, 18 p. (2022). MSC: 62-08 65F99 15A15 65D10 PDFBibTeX XMLCite \textit{S. Ameli} and \textit{S. C. Shadden}, Stat. Comput. 32, No. 6, Paper No. 108, 18 p. (2022; Zbl 1499.62010) Full Text: DOI arXiv
Sözen, Çağlar; Öner, Yüksel The investigation of temperature data in Turkey’s black sea region using functional data analysis. (English) Zbl 07563004 J. Appl. Stat. 49, No. 9, 2403-2415 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{Ç. Sözen} and \textit{Y. Öner}, J. Appl. Stat. 49, No. 9, 2403--2415 (2022; Zbl 07563004) Full Text: DOI
Koukouvinos, Christos; Lappa, Angeliki; Mitrouli, Marilena; Roupa, Paraskevi; Turek, Ondřej Numerical methods for estimating the tuning parameter in penalized least squares problems. (English) Zbl 1524.62007 Commun. Stat., Simulation Comput. 51, No. 4, 1542-1563 (2022). MSC: 62-08 62J05 65F22 PDFBibTeX XMLCite \textit{C. Koukouvinos} et al., Commun. Stat., Simulation Comput. 51, No. 4, 1542--1563 (2022; Zbl 1524.62007) Full Text: DOI
Mezzadri, Giulia; Reynaud-Bouret, Patricia; Laloë, Thomas; Mathy, Fabien An order-dependent transfer model in categorization. (English) Zbl 1484.91354 J. Math. Psychol. 107, Article ID 102634, 17 p. (2022). MSC: 91E40 PDFBibTeX XMLCite \textit{G. Mezzadri} et al., J. Math. Psychol. 107, Article ID 102634, 17 p. (2022; Zbl 1484.91354) Full Text: DOI HAL
Benhenni, Karim; Girard, Didier A.; Louhichi, Sana On bandwidth selection problems in nonparametric trend estimation under martingale difference errors. (English) Zbl 07467726 Bernoulli 28, No. 1, 395-423 (2022). MSC: 62Gxx 60Fxx 62Jxx PDFBibTeX XMLCite \textit{K. Benhenni} et al., Bernoulli 28, No. 1, 395--423 (2022; Zbl 07467726) Full Text: DOI arXiv Link
Correia, Daniel; Wilke, Daniel N. Purposeful cross-validation: a novel cross-validation strategy for improved surrogate optimizability. (English) Zbl 1523.90317 Eng. Optim. 53, No. 9, 1558-1573 (2021). MSC: 90C56 62K05 PDFBibTeX XMLCite \textit{D. Correia} and \textit{D. N. Wilke}, Eng. Optim. 53, No. 9, 1558--1573 (2021; Zbl 1523.90317) Full Text: DOI
Kuran, Özge; Özkale, M. Revan Stochastic restricted Liu predictors in linear mixed models. (English) Zbl 1497.62169 Commun. Stat., Simulation Comput. 50, No. 9, 2561-2580 (2021). MSC: 62J05 62J07 62H12 62P10 PDFBibTeX XMLCite \textit{Ö. Kuran} and \textit{M. R. Özkale}, Commun. Stat., Simulation Comput. 50, No. 9, 2561--2580 (2021; Zbl 1497.62169) Full Text: DOI
Liu, Z.; Yang, Y. Selection of uncertain differential equations using cross validation. (English) Zbl 1485.60056 Chaos Solitons Fractals 148, Article ID 111049, 6 p. (2021). MSC: 60H10 34F05 PDFBibTeX XMLCite \textit{Z. Liu} and \textit{Y. Yang}, Chaos Solitons Fractals 148, Article ID 111049, 6 p. (2021; Zbl 1485.60056) Full Text: DOI
Kim, Myungjin; Wang, Li Generalized spatially varying coefficient models. (English) Zbl 07499877 J. Comput. Graph. Stat. 30, No. 1, 1-10 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Kim} and \textit{L. Wang}, J. Comput. Graph. Stat. 30, No. 1, 1--10 (2021; Zbl 07499877) Full Text: DOI
Yilmaz, Ersin; Yuzbasi, Bahadir; Aydin, Dursun Choice of smoothing parameter for kernel type ridge estimators in semiparametric regression models. (English) Zbl 1478.62099 REVSTAT 19, No. 1, 47-69 (2021). MSC: 62G08 62J07 62-08 PDFBibTeX XMLCite \textit{E. Yilmaz} et al., REVSTAT 19, No. 1, 47--69 (2021; Zbl 1478.62099) Full Text: Link
Buccini, Alessandro; Reichel, Lothar Generalized cross validation for \(\ell^p\)-\(\ell^q\) minimization. (English) Zbl 1482.65063 Numer. Algorithms 88, No. 4, 1595-1616 (2021). MSC: 65F22 90C26 PDFBibTeX XMLCite \textit{A. Buccini} and \textit{L. Reichel}, Numer. Algorithms 88, No. 4, 1595--1616 (2021; Zbl 1482.65063) Full Text: DOI
Wang, Qing; Cai, Xizhen An efficient variance estimator for cross-validation under partition sampling. (English) Zbl 1477.62119 Statistics 55, No. 3, 660-681 (2021). MSC: 62G30 62J05 62J12 PDFBibTeX XMLCite \textit{Q. Wang} and \textit{X. Cai}, Statistics 55, No. 3, 660--681 (2021; Zbl 1477.62119) Full Text: DOI
Chen, Zhen; Wang, Zhen; Wang, Zhihao; Chan, Tommy H. T. Comparative studies on the criteria for regularization parameter selection based on moving force identification. (English) Zbl 1470.65115 Inverse Probl. Sci. Eng. 29, No. 2, 153-173 (2021). MSC: 65J22 65F22 65K10 PDFBibTeX XMLCite \textit{Z. Chen} et al., Inverse Probl. Sci. Eng. 29, No. 2, 153--173 (2021; Zbl 1470.65115) Full Text: DOI Link
Li, Xin-min; Zou, Guo-hua; Zhang, Xin-yu; Zhao, Shang-wei Least squares model averaging based on generalized cross validation. (English) Zbl 1471.62419 Acta Math. Appl. Sin., Engl. Ser. 37, No. 3, 495-509 (2021). MSC: 62J07 62P20 PDFBibTeX XMLCite \textit{X.-m. Li} et al., Acta Math. Appl. Sin., Engl. Ser. 37, No. 3, 495--509 (2021; Zbl 1471.62419) Full Text: DOI
Sun, Xiaoxiao; Zhong, Wenxuan; Ma, Ping An asymptotic and empirical smoothing parameters selection method for smoothing spline ANOVA models in large samples. (English) Zbl 1462.62455 Biometrika 108, No. 1, 149-166 (2021). MSC: 62J10 62F12 65D07 62P10 PDFBibTeX XMLCite \textit{X. Sun} et al., Biometrika 108, No. 1, 149--166 (2021; Zbl 1462.62455) Full Text: DOI arXiv Link
Wang, Weiwei; Zhang, Qi; Zhang, Xinyu; Li, Xinmin Model averaging based on generalized method of moments. (English) Zbl 1462.62740 Econ. Lett. 200, Article ID 109735, 5 p. (2021). MSC: 62P20 62M10 62H20 91B84 PDFBibTeX XMLCite \textit{W. Wang} et al., Econ. Lett. 200, Article ID 109735, 5 p. (2021; Zbl 1462.62740) Full Text: DOI
Jiang, Rongjie; Wang, Liming; Bai, Yang Optimal model averaging estimator for semi-functional partially linear models. (English) Zbl 1462.62770 Metrika 84, No. 2, 167-194 (2021). Reviewer: Claudia Simionescu-Badea (Wien) MSC: 62R10 62M10 62P10 62P12 PDFBibTeX XMLCite \textit{R. Jiang} et al., Metrika 84, No. 2, 167--194 (2021; Zbl 1462.62770) Full Text: DOI
Benhenni, Karim; Girard, Didier A.; Louhichi, Sana On the excess of average squared error for data-driven bandwidths in nonparametric trend estimation. (English) Zbl 07732660 Adv. Pure Appl. Math. 12, No. 3, 15-35 (2021). MSC: 62G08 62G20 60G10 PDFBibTeX XMLCite \textit{K. Benhenni} et al., Adv. Pure Appl. Math. 12, No. 3, 15--35 (2020; Zbl 07732660) Full Text: DOI
Rad, Kamiar Rahnama; Maleki, Arian A scalable estimate of the out-of-sample prediction error via approximate leave-one-out cross-validation. (English) Zbl 07554781 J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 4, 965-996 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{K. R. Rad} and \textit{A. Maleki}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 82, No. 4, 965--996 (2020; Zbl 07554781) Full Text: DOI arXiv
Nychka, Douglas; Ma, Ping; Bates, Douglas A conversation with Grace Wahba. (English) Zbl 07292515 Stat. Sci. 35, No. 2, 308-320 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Nychka} et al., Stat. Sci. 35, No. 2, 308--320 (2020; Zbl 07292515) Full Text: DOI Euclid
Jiang, Fei; Cheng, Qing; Yin, Guosheng; Shen, Haipeng Functional censored quantile regression. (English) Zbl 1445.62336 J. Am. Stat. Assoc. 115, No. 530, 931-944 (2020). MSC: 62R10 62G08 62G20 62N01 PDFBibTeX XMLCite \textit{F. Jiang} et al., J. Am. Stat. Assoc. 115, No. 530, 931--944 (2020; Zbl 1445.62336) Full Text: DOI
Cui, Jingjing; Peng, Guohua; Lu, Quan; Huang, Zhengge A special modified Tikhonov regularization matrix for discrete ill-posed problems. (English) Zbl 1474.65099 Appl. Math. Comput. 377, Article ID 125165, 19 p. (2020). MSC: 65F22 PDFBibTeX XMLCite \textit{J. Cui} et al., Appl. Math. Comput. 377, Article ID 125165, 19 p. (2020; Zbl 1474.65099) Full Text: DOI
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 PDFBibTeX XMLCite \textit{C. Koukouvinos} et al., J. Comput. Appl. Math. 373, Article ID 112416, 12 p. (2020; Zbl 1436.62340) Full Text: DOI
Woldu, Henok; Heckman, Timothy G.; Handel, Andreas; Shen, Ye Applying functional data analysis to assess tele-interpersonal psychotherapy’s efficacy to reduce depression. (English) Zbl 1516.62664 J. Appl. Stat. 46, No. 2, 203-216 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Woldu} et al., J. Appl. Stat. 46, No. 2, 203--216 (2019; Zbl 1516.62664) Full Text: DOI Link
Kerkri, Abdelmounaim; Allal, Jelloul; Zarrouk, Zoubir The L-curve criterion as a model selection tool in PLS regression. (English) Zbl 1437.62248 J. Probab. Stat. 2019, Article ID 3129769, 7 p. (2019). MSC: 62J02 62J15 62-08 PDFBibTeX XMLCite \textit{A. Kerkri} et al., J. Probab. Stat. 2019, Article ID 3129769, 7 p. (2019; Zbl 1437.62248) 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 PDFBibTeX XMLCite \textit{C. Koukouvinos} et al., Electron. J. Linear Algebra 35, 482--496 (2019; Zbl 1430.62156) Full Text: Link
Afendras, Georgios; Markatou, Marianthi Optimality of training/test size and resampling effectiveness in cross-validation. (English) Zbl 1421.62065 J. Stat. Plann. Inference 199, 286-301 (2019). MSC: 62H12 62G09 62J12 PDFBibTeX XMLCite \textit{G. Afendras} and \textit{M. Markatou}, J. Stat. Plann. Inference 199, 286--301 (2019; Zbl 1421.62065) Full Text: DOI
Feng, Yang; Yu, Yi The restricted consistency property of leave-\(n_v\)-out cross-validation for high-dimensional variable selection. (English) Zbl 1422.62255 Stat. Sin. 29, No. 3, 1607-1630 (2019). MSC: 62J12 62P10 62F07 PDFBibTeX XMLCite \textit{Y. Feng} and \textit{Y. Yu}, Stat. Sin. 29, No. 3, 1607--1630 (2019; Zbl 1422.62255) Full Text: DOI arXiv
Ahmadvand, M.; Esmaeilbeigi, M.; Kamandi, A.; Yaghoobi, F. M. A novel hybrid trust region algorithm based on nonmonotone and LOOCV techniques. (English) Zbl 1414.90320 Comput. Optim. Appl. 72, No. 2, 499-524 (2019). MSC: 90C30 65D05 65K10 90C20 90C56 PDFBibTeX XMLCite \textit{M. Ahmadvand} et al., Comput. Optim. Appl. 72, No. 2, 499--524 (2019; Zbl 1414.90320) Full Text: DOI
Kindermann, Stefan; Raik, Kemal Heuristic parameter choice rules for Tikhonov regularization with weakly bounded noise. (English) Zbl 07065353 Numer. Funct. Anal. Optim. 40, No. 12, 1373-1394 (2019). MSC: 47-XX 65-XX 41-XX PDFBibTeX XMLCite \textit{S. Kindermann} and \textit{K. Raik}, Numer. Funct. Anal. Optim. 40, No. 12, 1373--1394 (2019; Zbl 07065353) Full Text: DOI arXiv
Gao, Yan; Zhang, Xinyu; Wang, Shouyang; Chong, Terence Tai-Leung; Zou, Guohua Frequentist model averaging for threshold models. (English) Zbl 1417.62244 Ann. Inst. Stat. Math. 71, No. 2, 275-306 (2019). MSC: 62M10 62F12 62P25 PDFBibTeX XMLCite \textit{Y. Gao} et al., Ann. Inst. Stat. Math. 71, No. 2, 275--306 (2019; Zbl 1417.62244) Full Text: DOI Link
She, Yiyuan; Tran, Hoang On cross-validation for sparse reduced rank regression. (English) Zbl 1407.62195 J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 1, 145-161 (2019). MSC: 62H12 62J12 PDFBibTeX XMLCite \textit{Y. She} and \textit{H. Tran}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 81, No. 1, 145--161 (2019; Zbl 1407.62195) Full Text: DOI arXiv
Shim, Jooyong; Hwang, Changha; Jeong, Sunjoo; Sohn, Insuk Semivarying coefficient least-squares support vector regression for analyzing high-dimensional gene-environmental data. (English) Zbl 1516.62596 J. Appl. Stat. 45, No. 8, 1370-1381 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Shim} et al., J. Appl. Stat. 45, No. 8, 1370--1381 (2018; Zbl 1516.62596) Full Text: DOI
Zhang, Beibei; Chen, Rong Nonlinear time series clustering based on Kolmogorov-Smirnov 2D statistic. (English) Zbl 1422.62232 J. Classif. 35, No. 3, 394-421 (2018). MSC: 62H30 62M10 62P20 62P25 PDFBibTeX XMLCite \textit{B. Zhang} and \textit{R. Chen}, J. Classif. 35, No. 3, 394--421 (2018; Zbl 1422.62232) Full Text: DOI
Wen, Jin; Cheng, Jun-Feng The method of fundamental solution for the inverse source problem for the space-fractional diffusion equation. (English) Zbl 1409.65065 Inverse Probl. Sci. Eng. 26, No. 7, 925-941 (2018). MSC: 65M32 35R30 65M80 80A23 PDFBibTeX XMLCite \textit{J. Wen} and \textit{J.-F. Cheng}, Inverse Probl. Sci. Eng. 26, No. 7, 925--941 (2018; Zbl 1409.65065) Full Text: DOI
Yu, Dalei; Rao, Weidong; Yin, Xiaoxiao Optimal model averaging estimator in ridge regression based on generalized cross validation. (Chinese. English summary) Zbl 1424.62049 J. Syst. Sci. Math. Sci. 38, No. 6, 652-661 (2018). MSC: 62F12 62J07 PDFBibTeX XMLCite \textit{D. Yu} et al., J. Syst. Sci. Math. Sci. 38, No. 6, 652--661 (2018; Zbl 1424.62049)
Emami, Hadi Influence diagnostics in ridge semi parametric linear measurement error models. (Persian. English summary) Zbl 1412.62106 JAMM, J. Adv. Math. Model. 8, No. 1, 19-48 (2018). MSC: 62J20 62J05 62J07 PDFBibTeX XMLCite \textit{H. Emami}, JAMM, J. Adv. Math. Model. 8, No. 1, 19--48 (2018; Zbl 1412.62106) Full Text: DOI
Obuchi, Tomoyuki; Kabashima, Yoshiyuki Accelerating cross-validation in multinomial logistic regression with \(\ell_1\)-regularization. (English) Zbl 1467.62128 J. Mach. Learn. Res. 19, Paper No. 52, 30 p. (2018). MSC: 62J12 62H30 68T05 PDFBibTeX XMLCite \textit{T. Obuchi} and \textit{Y. Kabashima}, J. Mach. Learn. Res. 19, Paper No. 52, 30 p. (2018; Zbl 1467.62128) Full Text: arXiv Link
Mitrouli, Marilena; Roupa, Paraskevi Estimates for the generalized cross-validation function via an extrapolation and statistical approach. (English) Zbl 1448.65029 Calcolo 55, No. 3, Paper No. 24, 25 p. (2018). MSC: 65F22 62J05 62J20 62M10 PDFBibTeX XMLCite \textit{M. Mitrouli} and \textit{P. Roupa}, Calcolo 55, No. 3, Paper No. 24, 25 p. (2018; Zbl 1448.65029) Full Text: DOI
Wen, You-Wei; Chan, Raymond Honfu Using generalized cross validation to select regularization parameter for total variation regularization problems. (English) Zbl 1405.94021 Inverse Probl. Imaging 12, No. 5, 1103-1120 (2018). Reviewer: Constantin Popa (Constanţa) MSC: 94A08 65F22 PDFBibTeX XMLCite \textit{Y.-W. Wen} and \textit{R. H. Chan}, Inverse Probl. Imaging 12, No. 5, 1103--1120 (2018; Zbl 1405.94021) Full Text: DOI
Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure; De Bin, Riccardo On the choice and influence of the number of boosting steps for high-dimensional linear Cox-models. (English) Zbl 1417.65056 Comput. Stat. 33, No. 3, 1195-1215 (2018). MSC: 62-08 62P10 62G08 62J12 62J05 62N01 PDFBibTeX XMLCite \textit{H. Seibold} et al., Comput. Stat. 33, No. 3, 1195--1215 (2018; Zbl 1417.65056) Full Text: DOI Link
Bottegal, Giulio; Pillonetto, Gianluigi The generalized cross validation filter. (English) Zbl 1387.93159 Automatica 90, 130-137 (2018). MSC: 93E11 93E10 93E12 93C05 PDFBibTeX XMLCite \textit{G. Bottegal} and \textit{G. Pillonetto}, Automatica 90, 130--137 (2018; Zbl 1387.93159) Full Text: DOI arXiv
Clarke, Bertrand S.; Clarke, Jennifer L. Predictive statistics. Analysis and inference beyond models. (English) Zbl 1431.62003 Cambridge Series in Statistical and Probabilistic Mathematics 46. Cambridge: Cambridge University Press (ISBN 978-1-107-02828-9/hbk; 978-1-139-23600-3/ebook). xiii, 642 p. (2018). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62-02 62A01 62M20 PDFBibTeX XMLCite \textit{B. S. Clarke} and \textit{J. L. Clarke}, Predictive statistics. Analysis and inference beyond models. Cambridge: Cambridge University Press (2018; Zbl 1431.62003) Full Text: DOI
Ferreira, Clécio S.; Zeller, Camila B.; Mimura, Aparecida M. S.; Silva, Júlio C. J. Partially linear models and their applications to change point detection of chemical process data. (English) Zbl 1516.62281 J. Appl. Stat. 44, No. 12, 2125-2141 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{C. S. Ferreira} et al., J. Appl. Stat. 44, No. 12, 2125--2141 (2017; Zbl 1516.62281) Full Text: DOI
Jiang, Lijian; Li, Qiuqi Model’s sparse representation based on reduced mixed GMsFE basis methods. (English) Zbl 1415.65259 J. Comput. Phys. 338, 285-312 (2017). MSC: 65N30 76S05 76M10 35R60 PDFBibTeX XMLCite \textit{L. Jiang} and \textit{Q. Li}, J. Comput. Phys. 338, 285--312 (2017; Zbl 1415.65259) Full Text: DOI arXiv
Zhou, Yu; Li, Qiuqi Proper generalized decomposition method based on reduced multiscale finite element and its applications for the parametrized elliptic equations. (Chinese. English summary) Zbl 1399.65346 J. Numer. Methods Comput. Appl. 38, No. 2, 105-122 (2017). MSC: 65N30 PDFBibTeX XMLCite \textit{Y. Zhou} and \textit{Q. Li}, J. Numer. Methods Comput. Appl. 38, No. 2, 105--122 (2017; Zbl 1399.65346)
Cheng, Huiyan Back-fitting procedure for semi-varying coefficient models. (Chinese. English summary) Zbl 1389.62018 Acta Anal. Funct. Appl. 19, No. 1, 113-118 (2017). MSC: 62F10 62J05 PDFBibTeX XMLCite \textit{H. Cheng}, Acta Anal. Funct. Appl. 19, No. 1, 113--118 (2017; Zbl 1389.62018) Full Text: DOI
Fenu, Caterina; Reichel, Lothar; Rodriguez, Giuseppe; Sadok, Hassane GCV for Tikhonov regularization by partial SVD. (English) Zbl 1386.65118 BIT 57, No. 4, 1019-1039 (2017). Reviewer: Vasilis Dimitriou (Chania) MSC: 65F22 65F20 PDFBibTeX XMLCite \textit{C. Fenu} et al., BIT 57, No. 4, 1019--1039 (2017; Zbl 1386.65118) Full Text: DOI
Cheng, Huiyan; Zhu, Daoyuan The local linear two stage estimation for semiparametric spatially varying-coefficient regression model. (Chinese. English summary) Zbl 1389.62055 Math. Pract. Theory 47, No. 7, 292-296 (2017). MSC: 62G05 62G08 PDFBibTeX XMLCite \textit{H. Cheng} and \textit{D. Zhu}, Math. Pract. Theory 47, No. 7, 292--296 (2017; Zbl 1389.62055)
Xu, Qifa; Yu, Yihan; Jiang, Cuixia Research on money demand conditional density prediction based on support vector quantile regression. (Chinese. English summary) Zbl 1389.62146 J. Hefei Univ. Technol., Nat. Sci. 40, No. 1, 121-127 (2017). MSC: 62M20 62P05 PDFBibTeX XMLCite \textit{Q. Xu} et al., J. Hefei Univ. Technol., Nat. Sci. 40, No. 1, 121--127 (2017; Zbl 1389.62146) Full Text: DOI
Stochino, Flavio; Cazzani, Antonio; Poppi, Sergio; Turco, Emilio Sardinia radio telescope finite element model updating by means of photogrammetric measurements. (English) Zbl 1371.74262 Math. Mech. Solids 22, No. 4, 885-901 (2017). MSC: 74S05 74K99 74-05 PDFBibTeX XMLCite \textit{F. Stochino} et al., Math. Mech. Solids 22, No. 4, 885--901 (2017; Zbl 1371.74262) Full Text: DOI
Shim, Jooyong; Seok, Kyungha; Hwang, Changha Monotone support vector quantile regression. (English) Zbl 1462.62245 Commun. Stat., Theory Methods 46, No. 10, 5180-5193 (2017). MSC: 62G08 62J12 PDFBibTeX XMLCite \textit{J. Shim} et al., Commun. Stat., Theory Methods 46, No. 10, 5180--5193 (2017; Zbl 1462.62245) Full Text: DOI
Zhao, Zhi-Xue; Banda, Mapundi K.; Guo, Bao-Zhu Simultaneous identification of diffusion coefficient, spacewise dependent source and initial value for one-dimensional heat equation. (English) Zbl 1368.93135 Math. Methods Appl. Sci. 40, No. 10, 3552-3565 (2017). MSC: 93B30 93C20 35K20 PDFBibTeX XMLCite \textit{Z.-X. Zhao} et al., Math. Methods Appl. Sci. 40, No. 10, 3552--3565 (2017; Zbl 1368.93135) Full Text: DOI
Wang, Yong; Hu, Juan Fast computation of predictive scores under cross-validation for multivariate spatial models. (English) Zbl 1370.62028 Adv. Appl. Stat. 50, No. 3, 173-189 (2017). MSC: 62H11 62P12 62J12 65C60 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{J. Hu}, Adv. Appl. Stat. 50, No. 3, 173--189 (2017; Zbl 1370.62028) Full Text: DOI Link
Renaut, Rosemary A.; Horst, Michael; Wang, Yang; Cochran, Douglas; Hansen, Jakob Efficient estimation of regularization parameters via downsampling and the singular value expansion, downsampling regularization parameter estimation. (English) Zbl 1367.65061 BIT 57, No. 2, 499-529 (2017). MSC: 65F22 65R20 45B05 65F20 65R30 65R32 PDFBibTeX XMLCite \textit{R. A. Renaut} et al., BIT 57, No. 2, 499--529 (2017; Zbl 1367.65061) Full Text: DOI arXiv
Renaut, Rosemary A.; Vatankhah, Saeed; Ardestani, Vahid E. Hybrid and iteratively reweighted regularization by unbiased predictive risk and weighted GCV for projected systems. (English) Zbl 1360.65115 SIAM J. Sci. Comput. 39, No. 2, B221-B243 (2017). MSC: 65F22 65F10 65D18 PDFBibTeX XMLCite \textit{R. A. Renaut} et al., SIAM J. Sci. Comput. 39, No. 2, B221--B243 (2017; Zbl 1360.65115) Full Text: DOI arXiv
Indriulionis, Audrius; Vaitkus, Pranas Radial basis function method modelling borehole heat transfer: the practical application. (English) Zbl 07602719 Liet. Mat. Rink., Proc. Lith. Math. Soc., Ser. A 57, 18-23 (2016). MSC: 65-XX 80-XX PDFBibTeX XMLCite \textit{A. Indriulionis} and \textit{P. Vaitkus}, Liet. Mat. Rink., Proc. Lith. Math. Soc., Ser. A 57, 18--23 (2016; Zbl 07602719) Full Text: DOI
Zhang, Zhenzhen; O’Neill, Marie S.; Sánchez, Brisa N. Using a latent variable model with non-constant factor loadings to examine \(\text{PM}_{2.5}\) constituents related to secondary inorganic aerosols. (English) Zbl 07259012 Stat. Model. 16, No. 2, 91-113 (2016). MSC: 62-XX PDFBibTeX XMLCite \textit{Z. Zhang} et al., Stat. Model. 16, No. 2, 91--113 (2016; Zbl 07259012) Full Text: DOI
Amini, Morteza; Roozbeh, Mahdi Least trimmed squares ridge estimation in partially linear regression models. (English) Zbl 07184766 J. Stat. Comput. Simulation 86, No. 14, 2766-2780 (2016). MSC: 62J05 62G08 62J20 62G35 PDFBibTeX XMLCite \textit{M. Amini} and \textit{M. Roozbeh}, J. Stat. Comput. Simulation 86, No. 14, 2766--2780 (2016; Zbl 07184766) Full Text: DOI
Açar, T. Söküt; Özkale, M. R. Cross validation of ridge regression estimator in autocorrelated linear regression models. (English) Zbl 1510.62291 J. Stat. Comput. Simulation 86, No. 12, 2429-2440 (2016). MSC: 62J05 62J07 65C05 PDFBibTeX XMLCite \textit{T. S. Açar} and \textit{M. R. Özkale}, J. Stat. Comput. Simulation 86, No. 12, 2429--2440 (2016; Zbl 1510.62291) Full Text: DOI
Luz Gámiz, María; Mammen, Enno; Martínez Miranda, María Dolores; Perch Nielsen, Jens Double one-sided cross-validation of local linear hazards. (English) Zbl 1414.62329 J. R. Stat. Soc., Ser. B, Stat. Methodol. 78, No. 4, 755-779 (2016). MSC: 62J12 62F30 62G07 PDFBibTeX XMLCite \textit{M. Luz Gámiz} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 78, No. 4, 755--779 (2016; Zbl 1414.62329) Full Text: DOI Link
Magnanensi, Jérémy; Maumy-Bertrand, Myriam; Meyer, Nicolas; Bertrand, Frédéric A new bootstrap-based stopping criterion in PLS components construction. (English) Zbl 1366.62138 Abdi, Hervé (ed.) et al., The multiple facets of partial least squares methods. PLS, Paris, France, May 26–28, 2014. Cham: Springer (ISBN 978-3-319-40641-1/hbk; 978-3-319-40643-5/ebook). Springer Proceedings in Mathematics & Statistics 173, 239-250 (2016). MSC: 62J05 62F40 62J12 PDFBibTeX XMLCite \textit{J. Magnanensi} et al., Springer Proc. Math. Stat. 173, 239--250 (2016; Zbl 1366.62138) Full Text: DOI
Farag, Aya; Kassem, Ragaa; Hamed, Ramadan Mathematical programming model for selecting generalized ridge regression parameter. (English) Zbl 1359.65019 Adv. Appl. Stat. 48, No. 6, 391-409 (2016). MSC: 65C60 62J07 PDFBibTeX XMLCite \textit{A. Farag} et al., Adv. Appl. Stat. 48, No. 6, 391--409 (2016; Zbl 1359.65019) Full Text: DOI Link
Attanayake, A. M. C. H.; Jayasundara, D. D. M.; Peiris, T. S. G. An application of 5-fold cross validation on a binary logistic regression model. (English) Zbl 1357.62257 Adv. Appl. Stat. 49, No. 6, 443-451 (2016). MSC: 62J12 62H12 62H20 62H30 PDFBibTeX XMLCite \textit{A. M. C. H. Attanayake} et al., Adv. Appl. Stat. 49, No. 6, 443--451 (2016; Zbl 1357.62257) Full Text: DOI Link
Fenu, Caterina; Reichel, Lothar; Rodriguez, Giuseppe GCV for Tikhonov regularization via global Golub-Kahan decomposition. (English) Zbl 1374.65064 Numer. Linear Algebra Appl. 23, No. 3, 467-484 (2016). Reviewer: Robert Plato (Siegen) MSC: 65F22 65D32 65F20 PDFBibTeX XMLCite \textit{C. Fenu} et al., Numer. Linear Algebra Appl. 23, No. 3, 467--484 (2016; Zbl 1374.65064) Full Text: DOI
Shim, Jooyong; Hwang, Changha; Seok, Kyungha Support vector quantile regression with varying coefficients. (English) Zbl 1347.65031 Comput. Stat. 31, No. 3, 1015-1030 (2016). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{J. Shim} et al., Comput. Stat. 31, No. 3, 1015--1030 (2016; Zbl 1347.65031) Full Text: DOI
Androulakis, E.; Koukouvinos, C.; Vonta, F. Tuning parameter selection in penalized frailty models. (English) Zbl 1383.62174 Commun. Stat., Simulation Comput. 45, No. 5, 1538-1553 (2016). MSC: 62H30 62N01 62J07 PDFBibTeX XMLCite \textit{E. Androulakis} et al., Commun. Stat., Simulation Comput. 45, No. 5, 1538--1553 (2016; Zbl 1383.62174) Full Text: DOI Link
Lukas, Mark A.; de Hoog, Frank R.; Anderssen, Robert S. Practical use of robust GCV and modified GCV for spline smoothing. (English) Zbl 1342.65044 Comput. Stat. 31, No. 1, 269-289 (2016). MSC: 62-08 65D07 PDFBibTeX XMLCite \textit{M. A. Lukas} et al., Comput. Stat. 31, No. 1, 269--289 (2016; Zbl 1342.65044) Full Text: DOI Link
Lim, Changwon Interval-valued data regression using nonparametric additive models. (English) Zbl 1342.62063 J. Korean Stat. Soc. 45, No. 3, 358-370 (2016). MSC: 62G08 62J99 PDFBibTeX XMLCite \textit{C. Lim}, J. Korean Stat. Soc. 45, No. 3, 358--370 (2016; Zbl 1342.62063) Full Text: DOI
Tan, Lixiang; Wang, Lihong The LASSO method for bilinear time series models. (English) Zbl 1342.62152 Commun. Stat., Simulation Comput. 45, No. 3, 1072-1082 (2016). MSC: 62M10 62J07 PDFBibTeX XMLCite \textit{L. Tan} and \textit{L. Wang}, Commun. Stat., Simulation Comput. 45, No. 3, 1072--1082 (2016; Zbl 1342.62152) Full Text: DOI
Vujačić, Ivan; Abbruzzo, Antonino; Wit, Ernst A computationally fast alternative to cross-validation in penalized Gaussian graphical models. (English) Zbl 1510.62077 J. Stat. Comput. Simulation 85, No. 18, 3628-3640 (2015). MSC: 62-08 62H12 62H22 PDFBibTeX XMLCite \textit{I. Vujačić} et al., J. Stat. Comput. Simulation 85, No. 18, 3628--3640 (2015; Zbl 1510.62077) Full Text: DOI arXiv
Smirnova, Alexandra; Martcheva, Maia; Liu, Hui On generalized cross validation for stable parameter selection in disease models. (English) Zbl 1323.47086 J. Inverse Ill-Posed Probl. 23, No. 5, 451-464 (2015). MSC: 47N60 47A52 65F22 92C60 92D30 PDFBibTeX XMLCite \textit{A. Smirnova} et al., J. Inverse Ill-Posed Probl. 23, No. 5, 451--464 (2015; Zbl 1323.47086) Full Text: DOI
Boonstra, Philip S.; Mukherjee, Bhramar; Taylor, Jeremy M. G. A small-sample choice of the tuning parameter in ridge regression. (English) Zbl 1415.62052 Stat. Sin. 25, No. 3, 1185-1206 (2015). MSC: 62J07 PDFBibTeX XMLCite \textit{P. S. Boonstra} et al., Stat. Sin. 25, No. 3, 1185--1206 (2015; Zbl 1415.62052) Full Text: DOI Link
Kim, Choongrak; Lee, Jungsu; Yang, Hojin; Bae, Whasoo Case influence diagnostics in the lasso regression. (English) Zbl 1328.62479 J. Korean Stat. Soc. 44, No. 2, 271-279 (2015). MSC: 62J20 62J07 PDFBibTeX XMLCite \textit{C. Kim} et al., J. Korean Stat. Soc. 44, No. 2, 271--279 (2015; Zbl 1328.62479) Full Text: DOI
Jansen, Maarten Generalized cross validation in variable selection with and without shrinkage. (English) Zbl 1311.62024 J. Stat. Plann. Inference 159, 90-104 (2015). MSC: 62F07 62J07 PDFBibTeX XMLCite \textit{M. Jansen}, J. Stat. Plann. Inference 159, 90--104 (2015; Zbl 1311.62024) Full Text: DOI
Gazzola, Silvia; Novati, Paolo; Russo, Maria Rosaria On Krylov projection methods and Tikhonov regularization. (English) Zbl 1312.65065 ETNA, Electron. Trans. Numer. Anal. 44, 83-123 (2015). MSC: 65F22 65F10 PDFBibTeX XMLCite \textit{S. Gazzola} et al., ETNA, Electron. Trans. Numer. Anal. 44, 83--123 (2015; Zbl 1312.65065) Full Text: EMIS
Han, Sung Wan; Mesquita, Rickson C.; Busch, Theresa M.; Putt, Mary E. A method for choosing the smoothing parameter in a semi-parametric model for detecting change-points in blood flow. (English) Zbl 1514.62612 J. Appl. Stat. 41, No. 1, 26-45 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{S. W. Han} et al., J. Appl. Stat. 41, No. 1, 26--45 (2014; Zbl 1514.62612) Full Text: DOI Link
Favati, P.; Lotti, G.; Menchi, O.; Romani, F. Generalized cross-validation applied to conjugate gradient for discrete ill-posed problems. (English) Zbl 1336.65062 Appl. Math. Comput. 243, 258-268 (2014). MSC: 65F22 65F10 35R30 PDFBibTeX XMLCite \textit{P. Favati} et al., Appl. Math. Comput. 243, 258--268 (2014; Zbl 1336.65062) Full Text: DOI
Shi, Jinhong; Chen, Wen; Fu, Zhuojia A boundary particle method coupled with regularization technique for Robin inverse problem. (Chinese. English summary) Zbl 1324.65139 Chin. J. Comput. Mech. 31, No. 6, 694-701 (2014). MSC: 65N21 65N38 65N75 35R30 35R25 65N20 65N12 PDFBibTeX XMLCite \textit{J. Shi} et al., Chin. J. Comput. Mech. 31, No. 6, 694--701 (2014; Zbl 1324.65139)
Shim, Jooyong; Hwang, Changha; Seok, Kyungha Composite support vector quantile regression estimation. (English) Zbl 1306.65136 Comput. Stat. 29, No. 6, 1651-1665 (2014). MSC: 62-08 62G08 68T05 PDFBibTeX XMLCite \textit{J. Shim} et al., Comput. Stat. 29, No. 6, 1651--1665 (2014; Zbl 1306.65136) Full Text: DOI
Zhou, Lan; Pan, Huijun Smoothing noisy data for irregular regions using penalized bivariate splines on triangulations. (English) Zbl 1306.65159 Comput. Stat. 29, No. 1-2, 263-281 (2014). MSC: 62-08 62G07 65D07 PDFBibTeX XMLCite \textit{L. Zhou} and \textit{H. Pan}, Comput. Stat. 29, No. 1--2, 263--281 (2014; Zbl 1306.65159) Full Text: DOI
Liu, Yingjun; Yang, Zhijing; Dong, Jianwei; Li, Shulong An improved EMD method for noisy signals. (Chinese. English summary) Zbl 1313.94023 Acta Sci. Nat. Univ. Sunyatseni 53, No. 4, 25-34 (2014). MSC: 94A12 PDFBibTeX XMLCite \textit{Y. Liu} et al., Acta Sci. Nat. Univ. Sunyatseni 53, No. 4, 25--34 (2014; Zbl 1313.94023)
Favati, Paola; Lotti, Grazia; Menchi, Ornella; Romani, Francesco An inner-outer regularizing method for ill-posed problems. (English) Zbl 1302.65095 Inverse Probl. Imaging 8, No. 2, 409-420 (2014). MSC: 65F22 65F10 PDFBibTeX XMLCite \textit{P. Favati} et al., Inverse Probl. Imaging 8, No. 2, 409--420 (2014; Zbl 1302.65095) Full Text: DOI Link
Stoklosa, Jakub; Dann, Peter; Huggins, Richard Semivarying coefficient models for capture-recapture data: colony size estimation for the little penguin \(Eudyptula minor\). (English) Zbl 1333.92054 Math. Biosci. 255, 43-51 (2014). MSC: 92D25 PDFBibTeX XMLCite \textit{J. Stoklosa} et al., Math. Biosci. 255, 43--51 (2014; Zbl 1333.92054) Full Text: DOI
Vatankhah, Saeed; Renaut, Rosemary A.; Ardestani, Vahid E. Regularization parameter estimation for underdetermined problems by the \(\chi^{2}\) principle with application to 2D focusing gravity inversion. (English) Zbl 1300.65019 Inverse Probl. 30, No. 8, Article ID 085002, 21 p. (2014). Reviewer: Mikhail Yu. Kokurin (Yoshkar-Ola) MSC: 65F22 65R32 PDFBibTeX XMLCite \textit{S. Vatankhah} et al., Inverse Probl. 30, No. 8, Article ID 085002, 21 p. (2014; Zbl 1300.65019) Full Text: DOI arXiv
Novati, Paolo; Russo, Maria Rosaria A GCV based Arnoldi-Tikhonov regularization method. (English) Zbl 1317.65104 BIT 54, No. 2, 501-521 (2014). Reviewer: Martin Plešinger (Liberec) MSC: 65F22 65F10 PDFBibTeX XMLCite \textit{P. Novati} and \textit{M. R. Russo}, BIT 54, No. 2, 501--521 (2014; Zbl 1317.65104) Full Text: DOI arXiv
Zhang, Shangli; Wang, Lichun; Lian, Heng Estimation by polynomial splines with variable selection in additive Cox models. (English) Zbl 1367.62132 Statistics 48, No. 1, 67-80 (2014). MSC: 62G08 62J07 62J12 62N05 PDFBibTeX XMLCite \textit{S. Zhang} et al., Statistics 48, No. 1, 67--80 (2014; Zbl 1367.62132) Full Text: DOI
Kim, Heeyoung; Huo, Xiaoming Asymptotic optimality of a multivariate version of the generalized cross validation in adaptive smoothing splines. (English) Zbl 1282.62101 Electron. J. Stat. 8, 159-183 (2014). MSC: 62G08 62H12 62G20 65C60 PDFBibTeX XMLCite \textit{H. Kim} and \textit{X. Huo}, Electron. J. Stat. 8, No. 1, 159--183 (2014; Zbl 1282.62101) Full Text: DOI Euclid
Androulakis, E.; Koukouvinos, C. A new variable selection method for uniform designs. (English) Zbl 1514.62408 J. Appl. Stat. 40, No. 12, 2564-2578 (2013). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Androulakis} and \textit{C. Koukouvinos}, J. Appl. Stat. 40, No. 12, 2564--2578 (2013; Zbl 1514.62408) Full Text: DOI
Huggins, Richard; Stoklosa, Jakub Semiparametric inference for open populations using the Jolly-Seber model: a penalized spline approach. (English) Zbl 1453.62729 J. Stat. Comput. Simulation 83, No. 9, 1741-1755 (2013). MSC: 62P10 62G05 62G08 PDFBibTeX XMLCite \textit{R. Huggins} and \textit{J. Stoklosa}, J. Stat. Comput. Simulation 83, No. 9, 1741--1755 (2013; Zbl 1453.62729) Full Text: DOI
Magidson, Jay Correlated component regression: re-thinking regression in the presence of near collinearity. (English) Zbl 1428.62254 Abdi, Hervé (ed.) et al., New perspectives in partial least squares and related methods. Based on the presentation at the 7th partial least squares (PLS) conference, Houston, TX, USA, May 19–22, 2012. New York, NY: Springer. Springer Proc. Math. Stat. 56, 65-78 (2013). MSC: 62H20 62J10 62J12 PDFBibTeX XMLCite \textit{J. Magidson}, Springer Proc. Math. Stat. 56, 65--78 (2013; Zbl 1428.62254) Full Text: DOI