Cheung, Kin Yap; Lee, Stephen M. S. High-dimensional local linear regression under sparsity and convex losses. (English) Zbl 07823229 Electron. J. Stat. 18, No. 1, 803-847 (2024). MSC: 62G08 PDFBibTeX XMLCite \textit{K. Y. Cheung} and \textit{S. M. S. Lee}, Electron. J. Stat. 18, No. 1, 803--847 (2024; Zbl 07823229) Full Text: DOI Link
Guo, Xinzhou; Wei, Waverly; Liu, Molei; Cai, Tianxi; Wu, Chong; Wang, Jingshen Assessing the most vulnerable subgroup to type II diabetes associated with statin usage: evidence from electronic health record data. (English) Zbl 07751780 J. Am. Stat. Assoc. 118, No. 543, 1488-1499 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Guo} et al., J. Am. Stat. Assoc. 118, No. 543, 1488--1499 (2023; Zbl 07751780) Full Text: DOI arXiv
Fan, Ye; Fan, Suning Distributed adaptive Lasso penalized generalized linear models for big data. (English) Zbl 07713890 Commun. Stat., Simulation Comput. 52, No. 4, 1679-1698 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Fan} and \textit{S. Fan}, Commun. Stat., Simulation Comput. 52, No. 4, 1679--1698 (2023; Zbl 07713890) Full Text: DOI
Zhao, Yujie; Huo, Xiaoming Accelerate the warm-up stage in the Lasso computation via a homotopic approach. (English) Zbl 07711783 Comput. Stat. Data Anal. 184, Article ID 107747, 20 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{Y. Zhao} and \textit{X. Huo}, Comput. Stat. Data Anal. 184, Article ID 107747, 20 p. (2023; Zbl 07711783) Full Text: DOI arXiv
Xiong, Juan; He, Wenqing Identification of survival relevant genes with measurement error in gene expression incorporated. (English) Zbl 07711309 Commun. Stat., Theory Methods 52, No. 15, 5155-5172 (2023). MSC: 62N01 92D99 PDFBibTeX XMLCite \textit{J. Xiong} and \textit{W. He}, Commun. Stat., Theory Methods 52, No. 15, 5155--5172 (2023; Zbl 07711309) Full Text: DOI
Kang, Lican; Luo, Yuan; Yang, Jerry Zhijian; Zhu, Chang A primal and dual active set algorithm for truncated \(L_1\) regularized logistic regression. (English) Zbl 1524.62352 J. Ind. Manag. Optim. 19, No. 4, 2452-2463 (2023). MSC: 62J12 62J07 90C26 PDFBibTeX XMLCite \textit{L. Kang} et al., J. Ind. Manag. Optim. 19, No. 4, 2452--2463 (2023; Zbl 1524.62352) 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
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
Li, Xuhong; Xiong, Haoyi; Li, Xingjian; Zhang, Xiao; Liu, Ji; Jiang, Haiyan; Chen, Zeyu; Dou, Dejing \( \mathcal{G} \)-LIME: statistical learning for local interpretations of deep neural networks using global priors. (English) Zbl 07638295 Artif. Intell. 314, Article ID 103823, 19 p. (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{X. Li} et al., Artif. Intell. 314, Article ID 103823, 19 p. (2023; Zbl 07638295) Full Text: DOI
Bertsimas, Dimitris; Dunn, Jack; Gibson, Emma; Orfanoudaki, Agni Optimal survival trees. (English) Zbl 07624262 Mach. Learn. 111, No. 8, 2951-3023 (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{D. Bertsimas} et al., Mach. Learn. 111, No. 8, 2951--3023 (2022; Zbl 07624262) Full Text: DOI arXiv
Feng, Huijie; Ning, Yang; Zhao, Jiwei Nonregular and minimax estimation of individualized thresholds in high dimension with binary responses. (English) Zbl 07610771 Ann. Stat. 50, No. 4, 2284-2305 (2022). MSC: 62C20 62Fxx PDFBibTeX XMLCite \textit{H. Feng} et al., Ann. Stat. 50, No. 4, 2284--2305 (2022; Zbl 07610771) Full Text: DOI arXiv
Gégout-Petit, Anne; Gueudin-Muller, Aurélie; Karmann, Clémence The revisited knockoffs method for variable selection in \(L_1\)-penalized regressions. (English) Zbl 07603831 Commun. Stat., Simulation Comput. 51, No. 10, 5582-5595 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Gégout-Petit} et al., Commun. Stat., Simulation Comput. 51, No. 10, 5582--5595 (2022; Zbl 07603831) Full Text: DOI arXiv
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
Sardy, Sylvain; Diaz-Rodriguez, Jairo; Giacobino, Caroline Thresholding tests based on affine Lasso to achieve non-asymptotic nominal level and high power under sparse and dense alternatives in high dimension. (English) Zbl 07533783 Comput. Stat. Data Anal. 173, Article ID 107507, 14 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Sardy} et al., Comput. Stat. Data Anal. 173, Article ID 107507, 14 p. (2022; Zbl 07533783) Full Text: DOI
Huang, Jian; Jiao, Yuling; Kang, Lican; Liu, Jin; Liu, Yanyan; Lu, Xiliang GSDAR: a fast Newton algorithm for \(\ell_0\) regularized generalized linear models with statistical guarantee. (English) Zbl 1505.62193 Comput. Stat. 37, No. 1, 507-533 (2022). MSC: 62-08 62J12 PDFBibTeX XMLCite \textit{J. Huang} et al., Comput. Stat. 37, No. 1, 507--533 (2022; Zbl 1505.62193) Full Text: DOI
Mao, Xiaojun; Peng, Liuhua; Wang, Zhonglei Nonparametric feature selection by random forests and deep neural networks. (English) Zbl 07512629 Comput. Stat. Data Anal. 170, Article ID 107436, 11 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{X. Mao} et al., Comput. Stat. Data Anal. 170, Article ID 107436, 11 p. (2022; Zbl 07512629) Full Text: DOI arXiv
Kang, Lican; Liu, Yanyan; Luo, Yuan; Zhu, Chang Hard thresholding regularised logistic regression: theory and algorithms. (English) Zbl 1481.62043 East Asian J. Appl. Math. 12, No. 1, 35-52 (2022). MSC: 62J12 PDFBibTeX XMLCite \textit{L. Kang} et al., East Asian J. Appl. Math. 12, No. 1, 35--52 (2022; Zbl 1481.62043) Full Text: DOI
Dumitrescu, Elena; Hué, Sullivan; Hurlin, Christophe; Tokpavi, Sessi Machine learning for credit scoring: improving logistic regression with non-linear decision-tree effects. (English) Zbl 1490.91227 Eur. J. Oper. Res. 297, No. 3, 1178-1192 (2022). MSC: 91G40 62P05 62J12 68T05 PDFBibTeX XMLCite \textit{E. Dumitrescu} et al., Eur. J. Oper. Res. 297, No. 3, 1178--1192 (2022; Zbl 1490.91227) Full Text: DOI
Diaz-Rodriguez, Jairo; Eckert, Dominique; Monajemi, Hatef; Paltani, Stéphane; Sardy, Sylvain Nonparametric estimation of galaxy cluster emissivity and detection of point sources in astrophysics with two Lasso penalties. (English) Zbl 1510.85001 J. Am. Stat. Assoc. 116, No. 535, 1088-1099 (2021). MSC: 85A04 62J12 62P35 62J07 PDFBibTeX XMLCite \textit{J. Diaz-Rodriguez} et al., J. Am. Stat. Assoc. 116, No. 535, 1088--1099 (2021; Zbl 1510.85001) Full Text: DOI
Ke, Chengyu; Ahn, Miju; Shin, Sunyoung; Lou, Yifei Iteratively reweighted group Lasso based on log-composite regularization. (English) Zbl 1476.62157 SIAM J. Sci. Comput. 43, No. 5, S655-S678 (2021). MSC: 62J07 62-08 65K05 90C26 92C60 92D10 PDFBibTeX XMLCite \textit{C. Ke} et al., SIAM J. Sci. Comput. 43, No. 5, S655--S678 (2021; Zbl 1476.62157) Full Text: DOI
Mahmoudi, Akram; Arabi Belaghi, Reza; Mandal, Saumen A comparison of preliminary test, Stein-type and penalty estimators in gamma regression model. (English) Zbl 07480237 J. Stat. Comput. Simulation 90, No. 17, 3051-3079 (2020). MSC: 62F10 62N01 62N02 62-XX PDFBibTeX XMLCite \textit{A. Mahmoudi} et al., J. Stat. Comput. Simulation 90, No. 17, 3051--3079 (2020; Zbl 07480237) Full Text: DOI
Härkönen, Marc; Sei, Tomonari; Hirose, Yoshihiro Holonomic extended least angle regression. (English) Zbl 1458.62152 Inf. Geom. 3, No. 2, 149-181 (2020). MSC: 62J12 62-08 PDFBibTeX XMLCite \textit{M. Härkönen} et al., Inf. Geom. 3, No. 2, 149--181 (2020; Zbl 1458.62152) Full Text: DOI arXiv
Cheng, Yafeng; Shi, Jian Qing; Eyre, Janet Nonlinear mixed-effects scalar-on-function models and variable selection. (English) Zbl 1436.62132 Stat. Comput. 30, No. 1, 129-140 (2020). MSC: 62G08 62J05 60G15 62H20 62R10 PDFBibTeX XMLCite \textit{Y. Cheng} et al., Stat. Comput. 30, No. 1, 129--140 (2020; Zbl 1436.62132) Full Text: DOI arXiv
Drosou, K.; Koukouvinos, C. Sure independence screening for analyzing supersaturated designs. (English) Zbl 07551931 Commun. Stat., Simulation Comput. 48, No. 7, 1979-1995 (2019). MSC: 62K15 62K05 PDFBibTeX XMLCite \textit{K. Drosou} and \textit{C. Koukouvinos}, Commun. Stat., Simulation Comput. 48, No. 7, 1979--1995 (2019; Zbl 07551931) Full Text: DOI
Matsui, Hidetoshi Sparse group Lasso for multiclass functional logistic regression models. (English) Zbl 07551084 Commun. Stat., Simulation Comput. 48, No. 6, 1784-1797 (2019). MSC: 62-07 62H30 62J07 PDFBibTeX XMLCite \textit{H. Matsui}, Commun. Stat., Simulation Comput. 48, No. 6, 1784--1797 (2019; Zbl 07551084) Full Text: DOI arXiv
Xie, Yimeng; Xu, Li; Li, Jie; Deng, Xinwei; Hong, Yili; Kolivras, Korine; Gaines, David N. Spatial variable selection and an application to Virginia Lyme disease emergence. (English) Zbl 1428.62484 J. Am. Stat. Assoc. 114, No. 528, 1466-1480 (2019). MSC: 62P10 62M30 PDFBibTeX XMLCite \textit{Y. Xie} et al., J. Am. Stat. Assoc. 114, No. 528, 1466--1480 (2019; Zbl 1428.62484) Full Text: DOI arXiv
Durmus, Alain; Majewski, Szymon; Miasojedow, Błażej Analysis of Langevin Monte Carlo via convex optimization. (English) Zbl 1491.65009 J. Mach. Learn. Res. 20, Paper No. 73, 46 p. (2019). MSC: 65C05 60B10 60J70 PDFBibTeX XMLCite \textit{A. Durmus} et al., J. Mach. Learn. Res. 20, Paper No. 73, 46 p. (2019; Zbl 1491.65009) Full Text: arXiv Link
Betancourt, Brenda; Rodríguez, Abel; Boyd, Naomi Investigating competition in financial markets: a sparse autologistic model for dynamic network data. (English) Zbl 1516.62155 J. Appl. Stat. 45, No. 7, 1157-1172 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{B. Betancourt} et al., J. Appl. Stat. 45, No. 7, 1157--1172 (2018; Zbl 1516.62155) Full Text: DOI arXiv
Hao, Ning; Feng, Yang; Zhang, Hao Helen Model selection for high-dimensional quadratic regression via regularization. (English) Zbl 1398.62176 J. Am. Stat. Assoc. 113, No. 522, 615-625 (2018). MSC: 62J02 62J07 PDFBibTeX XMLCite \textit{N. Hao} et al., J. Am. Stat. Assoc. 113, No. 522, 615--625 (2018; Zbl 1398.62176) Full Text: DOI arXiv Link
Johndrow, James; Bhattacharya, Anirban Optimal Gaussian approximations to the posterior for log-linear models with Diaconis-Ylvisaker priors. (English) Zbl 06873724 Bayesian Anal. 13, No. 1, 201-223 (2018). MSC: 62H17 62F15 PDFBibTeX XMLCite \textit{J. Johndrow} and \textit{A. Bhattacharya}, Bayesian Anal. 13, No. 1, 201--223 (2018; Zbl 06873724) Full Text: DOI arXiv Euclid
Jung, Yoonsuh Multiple predicting \(K\)-fold cross-validation for model selection. (English) Zbl 1434.62052 J. Nonparametric Stat. 30, No. 1, 197-215 (2018). MSC: 62G08 62J07 PDFBibTeX XMLCite \textit{Y. Jung}, J. Nonparametric Stat. 30, No. 1, 197--215 (2018; Zbl 1434.62052) Full Text: DOI
Groll, Andreas; Hastie, Trevor; Tutz, Gerhard Selection of effects in Cox frailty models by regularization methods. (English) Zbl 1522.62137 Biometrics 73, No. 3, 846-856 (2017). MSC: 62P10 PDFBibTeX XMLCite \textit{A. Groll} et al., Biometrics 73, No. 3, 846--856 (2017; Zbl 1522.62137) Full Text: DOI
Li, Yujie; Li, Gaorong; Tong, Tiejun Sequential profile Lasso for ultra-high-dimensional partially linear models. (English) Zbl 07660546 Stat. Theory Relat. Fields 1, No. 2, 234-245 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Li} et al., Stat. Theory Relat. Fields 1, No. 2, 234--245 (2017; Zbl 07660546) Full Text: DOI
Cui, Yan; Chen, Xia; Yan, Li Adaptive lasso for generalized linear models with a diverging number of parameters. (English) Zbl 1414.62317 Commun. Stat., Theory Methods 46, No. 23, 11826-11842 (2017). MSC: 62J07 62F12 62J12 PDFBibTeX XMLCite \textit{Y. Cui} et al., Commun. Stat., Theory Methods 46, No. 23, 11826--11842 (2017; Zbl 1414.62317) Full Text: DOI
Groll, Andreas; Tutz, Gerhard Variable selection in discrete survival models including heterogeneity. (English) Zbl 1383.62212 Lifetime Data Anal. 23, No. 2, 305-338 (2017). MSC: 62N01 62J07 62P10 PDFBibTeX XMLCite \textit{A. Groll} and \textit{G. Tutz}, Lifetime Data Anal. 23, No. 2, 305--338 (2017; Zbl 1383.62212) Full Text: DOI Link
Tutz, Gerhard; Petry, Sebastian Generalized additive models with unknown link function including variable selection. (English) Zbl 1516.62630 J. Appl. Stat. 43, No. 15, 2866-2885 (2016). MSC: 62-XX PDFBibTeX XMLCite \textit{G. Tutz} and \textit{S. Petry}, J. Appl. Stat. 43, No. 15, 2866--2885 (2016; Zbl 1516.62630) Full Text: DOI
Chen, Guanhua; Liu, Yufeng; Shen, Dinggang; Kosorok, Michael R. Composite large margin classifiers with latent subclasses for heterogeneous biomedical data. (English) Zbl 07260581 Stat. Anal. Data Min. 9, No. 2, 75-88 (2016). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{G. Chen} et al., Stat. Anal. Data Min. 9, No. 2, 75--88 (2016; Zbl 07260581) Full Text: DOI Link
Luo, Shikai; Ghosal, Subhashis Forward selection and estimation in high dimensional single index models. (English) Zbl 1487.62036 Stat. Methodol. 33, 172-179 (2016). MSC: 62G08 62H12 62J07 PDFBibTeX XMLCite \textit{S. Luo} and \textit{S. Ghosal}, Stat. Methodol. 33, 172--179 (2016; Zbl 1487.62036) Full Text: DOI
Tutz, Gerhard; Koch, Dominik Improved nearest neighbor classifiers by weighting and selection of predictors. (English) Zbl 1505.62404 Stat. Comput. 26, No. 5, 1039-1057 (2016). MSC: 62-08 62H30 68T05 PDFBibTeX XMLCite \textit{G. Tutz} and \textit{D. Koch}, Stat. Comput. 26, No. 5, 1039--1057 (2016; Zbl 1505.62404) Full Text: DOI
Oneto, Luca; Ridella, Sandro; Anguita, Davide Tikhonov, Ivanov and Morozov regularization for support vector machine learning. (English) Zbl 1357.68179 Mach. Learn. 103, No. 1, 103-136 (2016). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Oneto} et al., Mach. Learn. 103, No. 1, 103--136 (2016; Zbl 1357.68179) Full Text: DOI
Yamal, Jose-miguel; Guillaud, Martial; Atkinson, E. Neely; Follen, Michele; Macaulay, Calum; Cantor, Scott B.; Cox, Dennis D. Prediction using hierarchical data: applications for automated detection of cervical cancer. (English) Zbl 07260425 Stat. Anal. Data Min. 8, No. 2, 65-74 (2015). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{J.-m. Yamal} et al., Stat. Anal. Data Min. 8, No. 2, 65--74 (2015; Zbl 07260425) Full Text: DOI Link
Xiao, Nan; Xu, Qing-Song Multi-step adaptive elastic-net: reducing false positives in high-dimensional variable selection. (English) Zbl 1510.62312 J. Stat. Comput. Simulation 85, No. 18, 3755-3765 (2015). MSC: 62J07 62J05 62-08 PDFBibTeX XMLCite \textit{N. Xiao} and \textit{Q.-S. Xu}, J. Stat. Comput. Simulation 85, No. 18, 3755--3765 (2015; Zbl 1510.62312) Full Text: DOI
Zahid, Faisal Maqbool; Ramzan, Shahla; Heumann, Christian Regularized proportional odds models. (English) Zbl 1457.62223 J. Stat. Comput. Simulation 85, No. 2, 251-268 (2015). MSC: 62J12 62J07 62P10 PDFBibTeX XMLCite \textit{F. M. Zahid} et al., J. Stat. Comput. Simulation 85, No. 2, 251--268 (2015; Zbl 1457.62223) Full Text: DOI
Hossain, Shakhawat; Ahmed, S. Ejaz; Doksum, Kjell A. Shrinkage, pretest, and penalty estimators in generalized linear models. (English) Zbl 1486.62215 Stat. Methodol. 24, 52-68 (2015). MSC: 62J12 62J07 62H12 62E20 62F12 PDFBibTeX XMLCite \textit{S. Hossain} et al., Stat. Methodol. 24, 52--68 (2015; Zbl 1486.62215) Full Text: DOI
Kaneko, Shuhei; Hirakawa, Akihiro; Hamada, Chikuma Enhancing the lasso approach for developing a survival prediction model based on gene expression data. (English) Zbl 1344.92112 Comput. Math. Methods Med. 2015, Article ID 259474, 7 p. (2015). MSC: 92D10 92C50 PDFBibTeX XMLCite \textit{S. Kaneko} et al., Comput. Math. Methods Med. 2015, Article ID 259474, 7 p. (2015; Zbl 1344.92112) Full Text: DOI
Mkhadri, Abdallah; Ouhourane, Mohamed A group VISA algorithm for variable selection. (English) Zbl 1441.62182 Stat. Methods Appl. 24, No. 1, 41-60 (2015). MSC: 62J05 62J07 62J12 62-08 PDFBibTeX XMLCite \textit{A. Mkhadri} and \textit{M. Ouhourane}, Stat. Methods Appl. 24, No. 1, 41--60 (2015; Zbl 1441.62182) Full Text: DOI
Tutz, Gerhard; Schauberger, Gunther A penalty approach to differential item functioning in Rasch models. (English) Zbl 1314.62278 Psychometrika 80, No. 1, 21-43 (2015). MSC: 62P15 62J12 62J07 PDFBibTeX XMLCite \textit{G. Tutz} and \textit{G. Schauberger}, Psychometrika 80, No. 1, 21--43 (2015; Zbl 1314.62278) Full Text: DOI Link
Hou, Jiayi; Archer, Kellie J. Regularization method for predicting an ordinal response using longitudinal high-dimensional genomic data. (English) Zbl 1306.92006 Stat. Appl. Genet. Mol. Biol. 14, No. 1, 93-111 (2015). MSC: 92B15 92C50 PDFBibTeX XMLCite \textit{J. Hou} and \textit{K. J. Archer}, Stat. Appl. Genet. Mol. Biol. 14, No. 1, 93--111 (2015; Zbl 1306.92006) Full Text: DOI Link
Zeng, Ping; Wei, Yongyue; Zhao, Yang; Liu, Jin; Liu, Liya; Zhang, Ruyang; Gou, Jianwei; Huang, Shuiping; Chen, Feng Variable selection approach for zero-inflated count data via adaptive Lasso. (English) Zbl 1514.62965 J. Appl. Stat. 41, No. 4, 879-894 (2014). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Zeng} et al., J. Appl. Stat. 41, No. 4, 879--894 (2014; Zbl 1514.62965) Full Text: DOI
Hossain, Shakhawat; Ahmed, S. Ejaz; Howlader, Hatem A. Model selection and parameter estimation of a multinomial logistic regression model. (English) Zbl 1453.62595 J. Stat. Comput. Simulation 84, No. 7, 1412-1426 (2014). MSC: 62J12 62J07 PDFBibTeX XMLCite \textit{S. Hossain} et al., J. Stat. Comput. Simulation 84, No. 7, 1412--1426 (2014; Zbl 1453.62595) Full Text: DOI
Wang, Jin-Jia; Lu, Yang Coordinate descent based hierarchical interactive Lasso penalized logistic regression and its application to classification problems. (English) Zbl 1407.62271 Math. Probl. Eng. 2014, Article ID 430201, 11 p. (2014). MSC: 62J07 62H30 62J12 PDFBibTeX XMLCite \textit{J.-J. Wang} and \textit{Y. Lu}, Math. Probl. Eng. 2014, Article ID 430201, 11 p. (2014; Zbl 1407.62271) Full Text: DOI
Yao, Yonggang; Lee, Yoonkyung Another look at linear programming for feature selection via methods of regularization. (English) Zbl 1322.90047 Stat. Comput. 24, No. 5, 885-905 (2014). MSC: 90C05 62J07 PDFBibTeX XMLCite \textit{Y. Yao} and \textit{Y. Lee}, Stat. Comput. 24, No. 5, 885--905 (2014; Zbl 1322.90047) Full Text: DOI
Yu, Yi; Feng, Yang APPLE: approximate path for penalized likelihood estimators. (English) Zbl 1322.62092 Stat. Comput. 24, No. 5, 803-819 (2014). MSC: 62F10 62J02 PDFBibTeX XMLCite \textit{Y. Yu} and \textit{Y. Feng}, Stat. Comput. 24, No. 5, 803--819 (2014; Zbl 1322.62092) Full Text: DOI arXiv
Tutz, Gerhard; Gertheiss, Jan Rating scales as predictors – the old question of scale level and some answers. (English) Zbl 1308.62151 Psychometrika 79, No. 3, 357-376 (2014). MSC: 62J12 62P15 PDFBibTeX XMLCite \textit{G. Tutz} and \textit{J. Gertheiss}, Psychometrika 79, No. 3, 357--376 (2014; Zbl 1308.62151) Full Text: DOI
Villa, Silvia; Rosasco, Lorenzo; Mosci, Sofia; Verri, Alessandro Proximal methods for the latent group lasso penalty. (English) Zbl 1305.90388 Comput. Optim. Appl. 58, No. 2, 381-407 (2014). MSC: 90C30 PDFBibTeX XMLCite \textit{S. Villa} et al., Comput. Optim. Appl. 58, No. 2, 381--407 (2014; Zbl 1305.90388) Full Text: DOI arXiv
Mkhadri, Abdallah; Ouhourane, Mohamed An extended variable inclusion and shrinkage algorithm for correlated variables. (English) Zbl 1365.62282 Comput. Stat. Data Anal. 57, No. 1, 631-644 (2013). MSC: 62J07 62J05 62F07 PDFBibTeX XMLCite \textit{A. Mkhadri} and \textit{M. Ouhourane}, Comput. Stat. Data Anal. 57, No. 1, 631--644 (2013; Zbl 1365.62282) Full Text: DOI
Zahid, Faisal Maqbool; Tutz, Gerhard Ridge estimation for multinomial logit models with symmetric side constraints. (English) Zbl 1305.65087 Comput. Stat. 28, No. 3, 1017-1034 (2013). MSC: 62-08 PDFBibTeX XMLCite \textit{F. M. Zahid} and \textit{G. Tutz}, Comput. Stat. 28, No. 3, 1017--1034 (2013; Zbl 1305.65087) Full Text: DOI
Ejaz Ahmed, S.; Fallahpour, Saber Shrinkage estimation strategy in quasi-likelihood models. (English) Zbl 1471.62415 Stat. Probab. Lett. 82, No. 12, 2170-2179 (2012). MSC: 62J07 62F12 PDFBibTeX XMLCite \textit{S. Ejaz Ahmed} and \textit{S. Fallahpour}, Stat. Probab. Lett. 82, No. 12, 2170--2179 (2012; Zbl 1471.62415) Full Text: DOI
Zhao, Mengyuan; Batista, Aaron; Cunningham, John P.; Chestek, Cynthia; Rivera-Alvidrez, Zuley; Kalmar, Rachel; Ryu, Stephen; Shenoy, Krishna; Iyengar, Satish An \(L_1\)-regularized logistic model for detecting short-term neuronal interactions. (English) Zbl 1446.92100 J. Comput. Neurosci. 32, No. 3, 479-497 (2012). MSC: 92B20 92C55 PDFBibTeX XMLCite \textit{M. Zhao} et al., J. Comput. Neurosci. 32, No. 3, 479--497 (2012; Zbl 1446.92100)
Aytug, Haldun; Sayın, Serpil Exploring the trade-off between generalization and empirical errors in a one-norm SVM. (English) Zbl 1244.90260 Eur. J. Oper. Res. 218, No. 3, 667-675 (2012). MSC: 90C90 90C29 68T05 62H30 PDFBibTeX XMLCite \textit{H. Aytug} and \textit{S. Sayın}, Eur. J. Oper. Res. 218, No. 3, 667--675 (2012; Zbl 1244.90260) 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 PDFBibTeX XMLCite \textit{T. Wang} et al., J. Multivariate Anal. 109, 221--235 (2012; Zbl 1241.62097) Full Text: DOI
Ishwaran, Hemant; Kogalur, Udaya B.; Chen, Xi; Minn, Andy J. Random survival forests for high-dimensional data. (English) Zbl 07260271 Stat. Anal. Data Min. 4, No. 1, 115-132 (2011). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{H. Ishwaran} et al., Stat. Anal. Data Min. 4, No. 1, 115--132 (2011; Zbl 07260271) Full Text: DOI
Choi, Hosik; Yeo, Donghwa; Kwon, Sunghoon; Kim, Yongdai Gene selection and prediction for cancer classification using support vector machines with a reject option. (English) Zbl 1328.62586 Comput. Stat. Data Anal. 55, No. 5, 1897-1908 (2011). MSC: 62P10 62H30 62J07 62-07 PDFBibTeX XMLCite \textit{H. Choi} et al., Comput. Stat. Data Anal. 55, No. 5, 1897--1908 (2011; Zbl 1328.62586) Full Text: DOI
Witten, Daniela M.; Tibshirani, Robert Supervised multidimensional scaling for visualization, classification, and bipartite ranking. (English) Zbl 1246.62158 Comput. Stat. Data Anal. 55, No. 1, 789-801 (2011). MSC: 62H30 91C15 68T05 PDFBibTeX XMLCite \textit{D. M. Witten} and \textit{R. Tibshirani}, Comput. Stat. Data Anal. 55, No. 1, 789--801 (2011; Zbl 1246.62158) Full Text: DOI
Kwon, Sunghoon; Choi, Hosik; Kim, Yongdai Quadratic approximation on SCAD penalized estimation. (English) Zbl 1247.62107 Comput. Stat. Data Anal. 55, No. 1, 421-428 (2011). MSC: 62G05 65C60 PDFBibTeX XMLCite \textit{S. Kwon} et al., Comput. Stat. Data Anal. 55, No. 1, 421--428 (2011; Zbl 1247.62107) Full Text: DOI
Nott, David J.; Leng, Chenlei Bayesian projection approaches to variable selection in generalized linear models. (English) Zbl 1284.62461 Comput. Stat. Data Anal. 54, No. 12, 3227-3241 (2010). MSC: 62J12 PDFBibTeX XMLCite \textit{D. J. Nott} and \textit{C. Leng}, Comput. Stat. Data Anal. 54, No. 12, 3227--3241 (2010; Zbl 1284.62461) Full Text: DOI arXiv
Chen, Xi; Wang, Lily; Ishwaran, Hemant An integrative pathway-based clinical-genomic model for cancer survival prediction. (English) Zbl 1198.62158 Stat. Probab. Lett. 80, No. 17-18, 1313-1319 (2010). MSC: 62P10 92C50 62H25 PDFBibTeX XMLCite \textit{X. Chen} et al., Stat. Probab. Lett. 80, No. 17--18, 1313--1319 (2010; Zbl 1198.62158) Full Text: DOI
Leng, Chenlei; Li, Bo Least squares approximation with a diverging number of parameters. (English) Zbl 1180.62081 Stat. Probab. Lett. 80, No. 3-4, 254-261 (2010). MSC: 62H12 62F12 PDFBibTeX XMLCite \textit{C. Leng} and \textit{B. Li}, Stat. Probab. Lett. 80, No. 3--4, 254--261 (2010; Zbl 1180.62081) Full Text: DOI
van de Wiel, Mark A.; Berkhof, Johannes; van Wieringen, Wessel N. Testing the prediction error difference between 2 predictors. (English) Zbl 1437.62637 Biostatistics 10, No. 3, 550-560 (2009). MSC: 62P10 PDFBibTeX XMLCite \textit{M. A. van de Wiel} et al., Biostatistics 10, No. 3, 550--560 (2009; Zbl 1437.62637) Full Text: DOI
Yeung, Daniel S.; Chan, Patrick P. K.; Ng, Wing W. Y. Radial basis function network learning using localized generalization error bound. (English) Zbl 1194.68198 Inf. Sci. 179, No. 19, 3199-3217 (2009). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{D. S. Yeung} et al., Inf. Sci. 179, No. 19, 3199--3217 (2009; Zbl 1194.68198) Full Text: DOI