Liu, Jia; Shang, Youlin; Jin, Zhengfen; Zhang, Roxin An extended linearized alternating direction method of multipliers for fused-Lasso penalized linear regression. (English) Zbl 07700979 J. Ind. Manag. Optim. 19, No. 11, 8074-8088 (2023). MSC: 90C25 90C30 62J05 PDF BibTeX XML Cite \textit{J. Liu} et al., J. Ind. Manag. Optim. 19, No. 11, 8074--8088 (2023; Zbl 07700979) Full Text: DOI
Zhang, Liwen; Zhu, Zhoufan; Feng, Xingdong; He, Yong Shrinkage quantile regression for panel data with multiple structural breaks. (English. French summary) Zbl 07759487 Can. J. Stat. 50, No. 3, 820-851 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{L. Zhang} et al., Can. J. Stat. 50, No. 3, 820--851 (2022; Zbl 07759487) Full Text: DOI
Chen, Likai; Wang, Weining; Wu, Wei Biao Inference of breakpoints in high-dimensional time series. (English) Zbl 1515.62040 J. Am. Stat. Assoc. 117, No. 540, 1951-1963 (2022). MSC: 62M10 PDF BibTeX XML Cite \textit{L. Chen} et al., J. Am. Stat. Assoc. 117, No. 540, 1951--1963 (2022; Zbl 1515.62040) Full Text: DOI
Banerjee, Sayantan Horseshoe shrinkage methods for Bayesian fusion estimation. (English) Zbl 07561877 Comput. Stat. Data Anal. 174, Article ID 107450, 25 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Banerjee}, Comput. Stat. Data Anal. 174, Article ID 107450, 25 p. (2022; Zbl 07561877) Full Text: DOI arXiv
Wu, Xiaofei; Liang, Rongmei; Yang, Hu Penalized and constrained LAD estimation in fixed and high dimension. (English) Zbl 07504784 Stat. Pap. 63, No. 1, 53-95 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{X. Wu} et al., Stat. Pap. 63, No. 1, 53--95 (2022; Zbl 07504784) Full Text: DOI
Cao, Hongyuan; Wu, Wei Biao Testing and estimation for clustered signals. (English) Zbl 07467731 Bernoulli 28, No. 1, 525-547 (2022). MSC: 62Jxx 62Pxx 62Gxx PDF BibTeX XML Cite \textit{H. Cao} and \textit{W. B. Wu}, Bernoulli 28, No. 1, 525--547 (2022; Zbl 07467731) Full Text: DOI arXiv Link
Jin, Rui; Tan, Aixin Fast Markov chain Monte Carlo for high-dimensional Bayesian regression models with shrinkage priors. (English) Zbl 07499907 J. Comput. Graph. Stat. 30, No. 3, 632-646 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Jin} and \textit{A. Tan}, J. Comput. Graph. Stat. 30, No. 3, 632--646 (2021; Zbl 07499907) Full Text: DOI arXiv
Xu, Jia-Liang Nonuniqueness of solutions of a class of \(\ell_0\)-minimization problems. (English) Zbl 1488.90150 J. Oper. Res. Soc. China 9, No. 4, 893-908 (2021). MSC: 90C26 90C30 94A12 PDF BibTeX XML Cite \textit{J.-L. Xu}, J. Oper. Res. Soc. China 9, No. 4, 893--908 (2021; Zbl 1488.90150) Full Text: DOI arXiv
Xu, Jialiang; Zhao, Yun-Bin Dual-density-based reweighted \(\ell_1\)-algorithms for a class of \(\ell_0\)-minimization problems. (English) Zbl 1500.90074 J. Glob. Optim. 81, No. 3, 749-772 (2021). Reviewer: Juan-Enrique Martínez-Legaz (Barcelona) MSC: 90C30 65K10 PDF BibTeX XML Cite \textit{J. Xu} and \textit{Y.-B. Zhao}, J. Glob. Optim. 81, No. 3, 749--772 (2021; Zbl 1500.90074) Full Text: DOI arXiv
Degras, David Sparse group fused Lasso for model segmentation: a hybrid approach. (English) Zbl 07433033 Adv. Data Anal. Classif., ADAC 15, No. 3, 625-671 (2021). MSC: 37M10 62J05 62J07 65K10 PDF BibTeX XML Cite \textit{D. Degras}, Adv. Data Anal. Classif., ADAC 15, No. 3, 625--671 (2021; Zbl 07433033) Full Text: DOI arXiv
Qin, Shanshan; Ding, Hao; Wu, Yuehua; Liu, Feng High-dimensional sign-constrained feature selection and grouping. (English) Zbl 1469.62301 Ann. Inst. Stat. Math. 73, No. 4, 787-819 (2021). MSC: 62J05 62H30 62P10 90C25 PDF BibTeX XML Cite \textit{S. Qin} et al., Ann. Inst. Stat. Math. 73, No. 4, 787--819 (2021; Zbl 1469.62301) Full Text: DOI
Kang, Sang Gil; Lee, Woo Dong; Kim, Yongku Bayesian multiple change-points detection in a normal model with heterogeneous variances. (English) Zbl 1505.62213 Comput. Stat. 36, No. 2, 1365-1390 (2021). MSC: 62-08 62F15 62P10 PDF BibTeX XML Cite \textit{S. G. Kang} et al., Comput. Stat. 36, No. 2, 1365--1390 (2021; Zbl 1505.62213) Full Text: DOI
Jiang, He; Luo, Shihua; Dong, Yao Simultaneous feature selection and clustering based on square root optimization. (English) Zbl 1487.62086 Eur. J. Oper. Res. 289, No. 1, 214-231 (2021). MSC: 62J07 62G08 90C90 PDF BibTeX XML Cite \textit{H. Jiang} et al., Eur. J. Oper. Res. 289, No. 1, 214--231 (2021; Zbl 1487.62086) Full Text: DOI
Cheng, Dan; He, Zhibing; Schwartzman, Armin Multiple testing of local extrema for detection of change points. (English) Zbl 1452.62623 Electron. J. Stat. 14, No. 2, 3705-3729 (2020). MSC: 62M10 62M07 62G10 62J15 60G35 60G15 PDF BibTeX XML Cite \textit{D. Cheng} et al., Electron. J. Stat. 14, No. 2, 3705--3729 (2020; Zbl 1452.62623) Full Text: DOI arXiv Euclid
Song, Qifan; Cheng, Guang Bayesian fusion estimation via \(t\) shrinkage. (English) Zbl 1451.62030 Sankhyā, Ser. A 82, No. 2, 353-385 (2020). MSC: 62F15 62J07 62H30 PDF BibTeX XML Cite \textit{Q. Song} and \textit{G. Cheng}, Sankhyā, Ser. A 82, No. 2, 353--385 (2020; Zbl 1451.62030) Full Text: DOI arXiv
Ryu, Ernest K. Uniqueness of DRS as the 2 operator resolvent-splitting and impossibility of 3 operator resolvent-splitting. (English) Zbl 1445.47044 Math. Program. 182, No. 1-2 (A), 233-273 (2020). Reviewer: Sorin-Mihai Grad (Wien) MSC: 47J25 47H05 47H09 65K10 90C25 49M29 PDF BibTeX XML Cite \textit{E. K. Ryu}, Math. Program. 182, No. 1--2 (A), 233--273 (2020; Zbl 1445.47044) Full Text: DOI arXiv
Lee, J.; Chen, J. A modified information criterion for tuning parameter selection in 1d fused LASSO for inference on multiple change points. (English) Zbl 1495.62057 J. Stat. Comput. Simulation 90, No. 8, 1496-1519 (2020). MSC: 62J07 PDF BibTeX XML Cite \textit{J. Lee} and \textit{J. Chen}, J. Stat. Comput. Simulation 90, No. 8, 1496--1519 (2020; Zbl 1495.62057) Full Text: DOI
Ciuperca, Gabriela; Maciak, Matúš Changepoint detection by the quantile Lasso method. (English) Zbl 1437.62275 J. Stat. Theory Pract. 14, No. 1, Paper No. 11, 38 p. (2020). MSC: 62J07 62G08 PDF BibTeX XML Cite \textit{G. Ciuperca} and \textit{M. Maciak}, J. Stat. Theory Pract. 14, No. 1, Paper No. 11, 38 p. (2020; Zbl 1437.62275) Full Text: DOI arXiv
Zhuang, Dan; Liu, Youbo; Liu, Shuangzhe; Ma, Tiefeng; Ong, Seng-huat A shape-based cutting and clustering algorithm for multiple change-point detection. (English) Zbl 1436.62299 J. Comput. Appl. Math. 369, Article ID 112623, 17 p. (2020). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62P30 62G10 62-08 PDF BibTeX XML Cite \textit{D. Zhuang} et al., J. Comput. Appl. Math. 369, Article ID 112623, 17 p. (2020; Zbl 1436.62299) Full Text: DOI
Shimamura, Kaito; Ueki, Masao; Kawano, Shuichi; Konishi, Sadanori Bayesian generalized fused Lasso modeling via NEG distribution. (English) Zbl 1508.62175 Commun. Stat., Theory Methods 48, No. 16, 4132-4153 (2019). MSC: 62J07 62F15 PDF BibTeX XML Cite \textit{K. Shimamura} et al., Commun. Stat., Theory Methods 48, No. 16, 4132--4153 (2019; Zbl 1508.62175) Full Text: DOI arXiv
Li, Housen; Guo, Qinghai; Munk, Axel Multiscale change-point segmentation: beyond step functions. (English) Zbl 1429.62145 Electron. J. Stat. 13, No. 2, 3254-3296 (2019). MSC: 62G08 62G20 62G35 PDF BibTeX XML Cite \textit{H. Li} et al., Electron. J. Stat. 13, No. 2, 3254--3296 (2019; Zbl 1429.62145) Full Text: DOI arXiv Euclid
Lee, Jaeeun; Chen, Jie A penalized regression approach for DNA copy number study using the sequencing data. (English) Zbl 1420.92085 Stat. Appl. Genet. Mol. Biol. 18, No. 4, Article ID 20180001, 14 p. (2019). MSC: 92D20 62P10 PDF BibTeX XML Cite \textit{J. Lee} and \textit{J. Chen}, Stat. Appl. Genet. Mol. Biol. 18, No. 4, Article ID 20180001, 14 p. (2019; Zbl 1420.92085) Full Text: DOI
Fukuyama, Julia Adaptive gPCA: a method for structured dimensionality reduction with applications to microbiome data. (English) Zbl 1423.62143 Ann. Appl. Stat. 13, No. 2, 1043-1067 (2019). MSC: 62P10 62H25 PDF BibTeX XML Cite \textit{J. Fukuyama}, Ann. Appl. Stat. 13, No. 2, 1043--1067 (2019; Zbl 1423.62143) Full Text: DOI Euclid
Ali, Alnur; Tibshirani, Ryan J. The generalized Lasso problem and uniqueness. (English) Zbl 1473.62247 Electron. J. Stat. 13, No. 2, 2307-2347 (2019). MSC: 62J07 62J12 90C46 PDF BibTeX XML Cite \textit{A. Ali} and \textit{R. J. Tibshirani}, Electron. J. Stat. 13, No. 2, 2307--2347 (2019; Zbl 1473.62247) Full Text: DOI arXiv Euclid
Xiu, Xianchao; Liu, Wanquan; Li, Ling; Kong, Lingchen Alternating direction method of multipliers for nonconvex fused regression problems. (English) Zbl 1507.62191 Comput. Stat. Data Anal. 136, 59-71 (2019). MSC: 62-08 62J07 90C26 PDF BibTeX XML Cite \textit{X. Xiu} et al., Comput. Stat. Data Anal. 136, 59--71 (2019; Zbl 1507.62191) Full Text: DOI
Nong, Quynh Van; Ng, Chi Tim; Lee, Woojoo; Lee, Youngjo Hypothesis testing via a penalized-likelihood approach. (English) Zbl 1416.62139 J. Korean Stat. Soc. 48, No. 2, 265-277 (2019). MSC: 62F03 62F05 PDF BibTeX XML Cite \textit{Q. Van Nong} et al., J. Korean Stat. Soc. 48, No. 2, 265--277 (2019; Zbl 1416.62139) Full Text: DOI
Jing, Bingyi; Yang, Guangren; Yu, Xianshi; Zhang, Cunhui Fused-MCP with application to signal processing. (English) Zbl 07498998 J. Comput. Graph. Stat. 27, No. 4, 872-886 (2018). MSC: 62-XX PDF BibTeX XML Cite \textit{B. Jing} et al., J. Comput. Graph. Stat. 27, No. 4, 872--886 (2018; Zbl 07498998) Full Text: DOI
Gaines, Brian R.; Kim, Juhyun; Zhou, Hua Algorithms for fitting the constrained Lasso. (English) Zbl 07498997 J. Comput. Graph. Stat. 27, No. 4, 861-871 (2018). MSC: 62-XX PDF BibTeX XML Cite \textit{B. R. Gaines} et al., J. Comput. Graph. Stat. 27, No. 4, 861--871 (2018; Zbl 07498997) Full Text: DOI Link
Choi, Hosik; Song, Eunjung; Hwang, Seung-sik; Lee, Woojoo A modified generalized Lasso algorithm to detect local spatial clusters for count data. (English) Zbl 1421.62092 AStA, Adv. Stat. Anal. 102, No. 4, 537-563 (2018). MSC: 62J07 62H30 62P10 62H11 PDF BibTeX XML Cite \textit{H. Choi} et al., AStA, Adv. Stat. Anal. 102, No. 4, 537--563 (2018; Zbl 1421.62092) Full Text: DOI
Barbero, Álvaro; Sra, Suvrit Modular proximal optimization for multidimensional total-variation regularization. (English) Zbl 1411.90314 J. Mach. Learn. Res. 19, Paper No. 56, 82 p. (2018). MSC: 90C30 PDF BibTeX XML Cite \textit{Á. Barbero} and \textit{S. Sra}, J. Mach. Learn. Res. 19, Paper No. 56, 82 p. (2018; Zbl 1411.90314) Full Text: arXiv Link
Liu, Yanqing; Tao, Jiyuan; Zhang, Huan; Xiu, Xianchao; Kong, Lingchen Fused Lasso penalized least absolute deviation estimator for high dimensional linear regression. (English) Zbl 1461.62021 Numer. Algebra Control Optim. 8, No. 1, 97-117 (2018). MSC: 62-08 62J07 PDF BibTeX XML Cite \textit{Y. Liu} et al., Numer. Algebra Control Optim. 8, No. 1, 97--117 (2018; Zbl 1461.62021) Full Text: DOI
Fasola, Salvatore; Muggeo, Vito M. R.; Küchenhoff, Helmut A heuristic, iterative algorithm for change-point detection in abrupt change models. (English) Zbl 1417.65038 Comput. Stat. 33, No. 2, 997-1015 (2018). MSC: 62-08 62P10 PDF BibTeX XML Cite \textit{S. Fasola} et al., Comput. Stat. 33, No. 2, 997--1015 (2018; Zbl 1417.65038) Full Text: DOI
Behr, Merle; Holmes, Chris; Munk, Axel Multiscale blind source separation. (English) Zbl 1395.62084 Ann. Stat. 46, No. 2, 711-744 (2018). Reviewer: Wiesław Dziubdziela (Miedziana Gora) MSC: 62G08 62G15 62H30 94A12 PDF BibTeX XML Cite \textit{M. Behr} et al., Ann. Stat. 46, No. 2, 711--744 (2018; Zbl 1395.62084) Full Text: DOI arXiv
Hyun, Sangwon; G’sell, Max; Tibshirani, Ryan J. Exact post-selection inference for the generalized Lasso path. (English) Zbl 1473.62249 Electron. J. Stat. 12, No. 1, 1053-1097 (2018). MSC: 62J07 62F03 62G15 PDF BibTeX XML Cite \textit{S. Hyun} et al., Electron. J. Stat. 12, No. 1, 1053--1097 (2018; Zbl 1473.62249) Full Text: DOI arXiv Euclid
Niu, Yue S.; Hao, Ning; Zhang, Heping Multiple change-point detection: a selective overview. (English) Zbl 1442.62170 Stat. Sci. 31, No. 4, 611-623 (2016). MSC: 62J15 62G10 62G20 62H15 62Pxx 62-02 PDF BibTeX XML Cite \textit{Y. S. Niu} et al., Stat. Sci. 31, No. 4, 611--623 (2016; Zbl 1442.62170) Full Text: DOI arXiv Euclid
Qian, Junyang; Jia, Jinzhu On stepwise pattern recovery of the fused Lasso. (English) Zbl 1468.62161 Comput. Stat. Data Anal. 94, 221-237 (2016). MSC: 62-08 62J07 PDF BibTeX XML Cite \textit{J. Qian} and \textit{J. Jia}, Comput. Stat. Data Anal. 94, 221--237 (2016; Zbl 1468.62161) Full Text: DOI arXiv
Fan, Jun; Wu, Yirong; Yuan, Ming; Page, David; Liu, Jie; Ong, Irene M.; Peissig, Peggy; Burnside, Elizabeth Structure-leveraged methods in breast cancer risk prediction. (English) Zbl 1437.62452 J. Mach. Learn. Res. 17, Paper No. 235, 15 p. (2016). MSC: 62P10 62M20 62N05 PDF BibTeX XML Cite \textit{J. Fan} et al., J. Mach. Learn. Res. 17, Paper No. 235, 15 p. (2016; Zbl 1437.62452) Full Text: Link
Hu, Jianhua; Zhang, Liwen; Wang, Huixia Judy Sequential model selection-based segmentation to detect DNA copy number variation. (English) Zbl 1390.62266 Biometrics 72, No. 3, 815-826 (2016). MSC: 62P10 62L10 62K05 PDF BibTeX XML Cite \textit{J. Hu} et al., Biometrics 72, No. 3, 815--826 (2016; Zbl 1390.62266) Full Text: DOI Link
Nieto-Barajas, Luis; Ji, Yuan; Baladandayuthapani, Veerabhadran A semiparametric Bayesian model for comparing DNA copy numbers. (English) Zbl 1381.92070 Braz. J. Probab. Stat. 30, No. 3, 345-365 (2016). MSC: 92D20 62-07 62P10 62G05 PDF BibTeX XML Cite \textit{L. Nieto-Barajas} et al., Braz. J. Probab. Stat. 30, No. 3, 345--365 (2016; Zbl 1381.92070) Full Text: DOI Euclid
Li, Housen; Munk, Axel; Sieling, Hannes FDR-control in multiscale change-point segmentation. (English) Zbl 1338.62117 Electron. J. Stat. 10, No. 1, 918-959 (2016). MSC: 62G08 62G10 62G20 90C39 PDF BibTeX XML Cite \textit{H. Li} et al., Electron. J. Stat. 10, No. 1, 918--959 (2016; Zbl 1338.62117) Full Text: DOI arXiv Euclid
Shohoudi, Azadeh; Khalili, Abbas; Wolfson, David B.; Asgharian, Masoud Simultaneous variable selection and de-coarsening in multi-path change-point models. (English) Zbl 1334.62103 J. Multivariate Anal. 147, 202-217 (2016). MSC: 62J02 62F10 62J07 62F12 62P10 PDF BibTeX XML Cite \textit{A. Shohoudi} et al., J. Multivariate Anal. 147, 202--217 (2016; Zbl 1334.62103) Full Text: DOI
Frick, Klaus; Munk, Axel; Sieling, Hannes [Eckley, Idris A.; Kovac, Arne; Critchley, Frank; Chen, Yining; Shah, Rajen D.; Samworth, Richard J.; Crudu, Federico; Porcu, Emilio; Bevilacqua, Moreno; Farcomeni, Alessio; Frylewicz, Piotr; Linton, Oliver; Seo, Myung Hwan; Nyamundanda, Gift; Hayes, Kevin; Szajowski, K.; Aston, John; Kirch, Claudia; Bigot, Jérémie; Coad, D. S.; Davies, Laurie; Enikeeva, Farida; Harchaoui, Zaid; Fearnhead, Paul; Fuh, Cheng-Der; Teng, Huei-Wen; Gasbarra, Dario; Arjas, Elja; Hušková, M.; Jin, Jiashun; Ke, Zheng Tracy; Killick, Rebecca; Kong, Dehan; Sun, Qiang; Liu, Han; Maidstone, Robert; Pickering, Benjamin; Mateu, Jorge; Nguyen, Dao; Nickl, Richard; Song, Rui; Kosorok, Michael R.; Fine, Jason P.; Tsybakov, Alexandre B.; Walther, Guenther; Yau, Chun Yip; Zhou, Zhou] Multiscale change point inference. With discussion and authors’ reply. (English) Zbl 1411.62065 J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 3, 495-580 (2014). MSC: 62F12 62F25 62J02 62-02 PDF BibTeX XML Cite \textit{K. Frick} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 3, 495--580 (2014; Zbl 1411.62065) Full Text: DOI arXiv
Li, Xinxin; Mo, Lili; Yuan, Xiaoming; Zhang, Jianzhong Linearized alternating direction method of multipliers for sparse group and fused Lasso models. (English) Zbl 1506.62112 Comput. Stat. Data Anal. 79, 203-221 (2014). MSC: 62-08 62J07 65K05 90C25 PDF BibTeX XML Cite \textit{X. Li} et al., Comput. Stat. Data Anal. 79, 203--221 (2014; Zbl 1506.62112) Full Text: DOI
Shen, Jie; Gallagher, Colin M.; Lu, Qiqi Detection of multiple undocumented change-points using adaptive Lasso. (English) Zbl 1352.86020 J. Appl. Stat. 41, No. 6, 1161-1173 (2014). MSC: 86A32 62M10 PDF BibTeX XML Cite \textit{J. Shen} et al., J. Appl. Stat. 41, No. 6, 1161--1173 (2014; Zbl 1352.86020) Full Text: DOI
Ke, Zheng Tracy; Jin, Jiashun; Fan, Jianqing Covariate assisted screening and estimation. (English) Zbl 1310.62085 Ann. Stat. 42, No. 6, 2202-2242 (2014). MSC: 62J05 62J07 62C20 62F12 62M10 PDF BibTeX XML Cite \textit{Z. T. Ke} et al., Ann. Stat. 42, No. 6, 2202--2242 (2014; Zbl 1310.62085) Full Text: DOI arXiv Euclid
Chaturvedi, Nimisha; De Menezes, Renée X.; Goeman, Jelle J. Fused Lasso algorithm for \(\mathrm{Cox}^{\prime}\) proportional hazards and binomial logit models with application to copy number profiles. (English) Zbl 1441.62297 Biom. J. 56, No. 3, 477-492 (2014). MSC: 62P10 62G08 62J07 PDF BibTeX XML Cite \textit{N. Chaturvedi} et al., Biom. J. 56, No. 3, 477--492 (2014; Zbl 1441.62297) Full Text: DOI
Wang, Lichun; You, Yuan; Lian, Heng A simple and efficient algorithm for fused lasso signal approximator with convex loss function. (English) Zbl 1306.65147 Comput. Stat. 28, No. 4, 1699-1714 (2013). MSC: 62-08 PDF BibTeX XML Cite \textit{L. Wang} et al., Comput. Stat. 28, No. 4, 1699--1714 (2013; Zbl 1306.65147) Full Text: DOI arXiv
Jandhyala, Venkata; Fotopoulos, Stergios; MacNeill, Ian; Liu, Pengyu Inference for single and multiple change-points in time series. (English) Zbl 1275.62061 J. Time Ser. Anal. 34, No. 4, 423-446 (2013). MSC: 62M07 62M10 62J07 62G05 PDF BibTeX XML Cite \textit{V. Jandhyala} et al., J. Time Ser. Anal. 34, No. 4, 423--446 (2013; Zbl 1275.62061) Full Text: DOI
Shen, Ronglai; Wang, Sijian; Mo, Qianxing Sparse integrative clustering of multiple omics data sets. (English) Zbl 1454.62398 Ann. Appl. Stat. 7, No. 1, 269-294 (2013). MSC: 62P10 62-08 62H30 PDF BibTeX XML Cite \textit{R. Shen} et al., Ann. Appl. Stat. 7, No. 1, 269--294 (2013; Zbl 1454.62398) Full Text: DOI arXiv Euclid
Niu, Yue S.; Zhang, Heping The screening and ranking algorithm to detect DNA copy number variations. (English) Zbl 1401.92145 Ann. Appl. Stat. 6, No. 3, 1306-1326 (2012). MSC: 92D10 62P10 62F07 PDF BibTeX XML Cite \textit{Y. S. Niu} and \textit{H. Zhang}, Ann. Appl. Stat. 6, No. 3, 1306--1326 (2012; Zbl 1401.92145) Full Text: DOI arXiv Euclid
Ye, Gui-Bo; Xie, Xiaohui Split Bregman method for large scale fused Lasso. (English) Zbl 1328.65048 Comput. Stat. Data Anal. 55, No. 4, 1552-1569 (2011). MSC: 65C60 62J07 62H30 62J05 PDF BibTeX XML Cite \textit{G.-B. Ye} and \textit{X. Xie}, Comput. Stat. Data Anal. 55, No. 4, 1552--1569 (2011; Zbl 1328.65048) Full Text: DOI arXiv
Wang, Dong; Eskridge, Kent M.; Crossa, Jose Identifying QTLs and epistasis in structured plant populations using adaptive mixed LASSO. (English) Zbl 1306.62358 J. Agric. Biol. Environ. Stat. 16, No. 2, 170-184 (2011). MSC: 62P12 PDF BibTeX XML Cite \textit{D. Wang} et al., J. Agric. Biol. Environ. Stat. 16, No. 2, 170--184 (2011; Zbl 1306.62358) Full Text: DOI
Wang, Huixia Judy; Hu, Jianhua Identification of differential aberrations in multiple-sample array CGH studies. (English) Zbl 1217.62195 Biometrics 67, No. 2, 353-362 (2011). MSC: 62P10 92D10 92C40 65C60 PDF BibTeX XML Cite \textit{H. J. Wang} and \textit{J. Hu}, Biometrics 67, No. 2, 353--362 (2011; Zbl 1217.62195) Full Text: DOI Link
Zhang, Zhongyang; Lange, Kenneth; Ophoff, Roel; Sabatti, Chiara Reconstructing DNA copy number by penalized estimation and imputation. (English) Zbl 1220.62146 Ann. Appl. Stat. 4, No. 4, 1749-1773 (2010). MSC: 62P10 92C40 92C37 90C90 92D10 PDF BibTeX XML Cite \textit{Z. Zhang} et al., Ann. Appl. Stat. 4, No. 4, 1749--1773 (2010; Zbl 1220.62146) Full Text: DOI arXiv
Yu, Xuesong; Randolph, Timothy W.; Tang, Hua; Hsu, Li Detecting genomic aberrations using products in a multiscale analysis. (English) Zbl 1203.62209 Biometrics 66, No. 3, 684-693 (2010). MSC: 62P10 62G10 92D10 62N03 65C60 62L10 PDF BibTeX XML Cite \textit{X. Yu} et al., Biometrics 66, No. 3, 684--693 (2010; Zbl 1203.62209) Full Text: DOI Link
Peng, Jie; Zhu, Ji; Bergamaschi, Anna; Han, Wonshik; Noh, Dong-Young; Pollack, Jonathan R.; Wang, Pei Regularized multivariate regression for identifying master predictors with application to integrative genomics study of breast cancer. (English) Zbl 1189.62174 Ann. Appl. Stat. 4, No. 1, 53-77 (2010). MSC: 62P10 62J05 92C40 62H99 65C60 92C50 PDF BibTeX XML Cite \textit{J. Peng} et al., Ann. Appl. Stat. 4, No. 1, 53--77 (2010; Zbl 1189.62174) Full Text: DOI arXiv
Witten, Daniela M.; Tibshirani, Robert; Hastie, Trevor A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. (English) Zbl 1437.62658 Biostatistics 10, No. 3, 515-534 (2009). MSC: 62P10 PDF BibTeX XML Cite \textit{D. M. Witten} et al., Biostatistics 10, No. 3, 515--534 (2009; Zbl 1437.62658) Full Text: DOI
Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert Pathwise coordinate optimization. (English) Zbl 1378.90064 Ann. Appl. Stat. 1, No. 2, 302-332 (2007). MSC: 90C25 62J07 PDF BibTeX XML Cite \textit{J. Friedman} et al., Ann. Appl. Stat. 1, No. 2, 302--332 (2007; Zbl 1378.90064) Full Text: DOI arXiv Euclid