메뉴 건너뛰기




Volumn 39, Issue 3, 2011, Pages 1335-1371

The solution path of the generalized lasso

Author keywords

Degrees of freedom; Lagrange dual; Lars; Lasso; Path algorithm

Indexed keywords


EID: 79954994522     PISSN: 00905364     EISSN: None     Source Type: Journal    
DOI: 10.1214/11-AOS878     Document Type: Article
Times cited : (736)

References (35)
  • 1
    • 79551550744 scopus 로고    scopus 로고
    • NESTA: A fast and accurate first-order method for sparse recovery
    • BECKER, S., BOBIN, J. and CANDES, E. J. (2011). NESTA: A fast and accurate first-order method for sparse recovery. SIAM Journal on Imaging Sciences 4 1-39.
    • (2011) SIAM Journal on Imaging Sciences , vol.4 , pp. 1-39
    • Becker, S.1    Bobin, J.2    Candes, E.J.3
  • 5
    • 20144368274 scopus 로고    scopus 로고
    • High-resolution genome-wide mapping of genetic alterations in human glial brain tumors
    • DOI 10.1158/0008-5472.CAN-04-4229
    • BREDEL, M., BREDEL, C., JURIC, D., HARSH, G. R., VOGEL, H., RECHT, L. D. and SIKIC, B. I. (2005). High-resolution genome-wide mapping of genetic alterations in human glial brain tumors. Cancer Res. 65 4088-4096. (Pubitemid 40775645)
    • (2005) Cancer Research , vol.65 , Issue.10 , pp. 4088-4096
    • Bredel, M.1    Bredel, C.2    Juric, D.3    Harsh, G.R.4    Vogel, H.5    Recht, L.D.6    Sikic, B.I.7
  • 6
    • 71149115100 scopus 로고    scopus 로고
    • centers for disease control and prevention
    • CENTERS FOR DISEASE CONTROL AND PREVENTION. (2009). "Novel H1N1 flu situation update." Available at .
    • (2009) Novel H1N1 Flu Situation Update
  • 8
    • 0002552781 scopus 로고
    • Local regression models
    • (J. Chambers and T. Hastie, eds.)., Wadsworth, Belmont, CA
    • CLEVELAND, W., GROSSE, E., SHYU, W. and TERPENNING, I. (1991). Local regression models. In Statistical Models in S (J. Chambers and T. Hastie, eds.).Wadsworth, Belmont, CA.
    • (1991) Statistical Models in S
    • Cleveland, W.1    Grosse, E.2    Shyu, W.3    Terpenning, I.4
  • 10
    • 77950517814 scopus 로고    scopus 로고
    • Counting the faces of randomly-projected hypercubes and orthants, with applications
    • MR2587835
    • DONOHO, D. L. and TANNER, J. (2010). Counting the faces of randomly-projected hypercubes and orthants, with applications. Discrete Comput. Geom. 43 522-541. MR2587835
    • (2010) Discrete Comput Geom. , vol.43 , pp. 522-541
    • Donoho, D.L.1    Tanner, J.2
  • 12
    • 34249671661 scopus 로고    scopus 로고
    • Analysis versus synthesis in signal priors
    • DOI 10.1088/0266-5611/23/3/007, PII S0266561107384888, 007
    • ELAD, M., MILANFAR, P. and RUBINSTEIN, R. (2007). Analysis versus synthesis in signal priors. Inverse Problems 23 947-968. MR2329926 (Pubitemid 46838835)
    • (2007) Inverse Problems , vol.23 , Issue.3 , pp. 947-968
    • Elad, M.1    Milanfar, P.2    Rubinstein, R.3
  • 15
    • 0004236492 scopus 로고    scopus 로고
    • 3rd ed. Johns Hopkins Univ. Press, Baltimore, MD. MR1417720
    • GOLUB, G. H. and VAN LOAN, C. F. (1996). Matrix Computations, 3rd ed. Johns Hopkins Univ. Press, Baltimore, MD. MR1417720
    • (1996) Matrix Computations
    • Golub, G.H.1    Van Loan, F.C.2
  • 16
    • 84925605946 scopus 로고    scopus 로고
    • The entire regularization path for the support vector machine
    • (electronic). MR2248021
    • HASTIE, T., ROSSET, S., TIBSHIRANI, R. and ZHU, J. (2003/04). The entire regularization path for the support vector machine. J. Mach. Learn. Res. 5 1391-1415 (electronic). MR2248021
    • (2003) J. Mach. Learn Res. , vol.5 , pp. 1391-1415
    • Hastie, T.1    Rosset, S.2    Tibshirani, R.3    Zhu, J.4
  • 20
    • 58149345975 scopus 로고    scopus 로고
    • DASSO: Connections between the Dantzig selector and lasso
    • MR2655526
    • JAMES, G.M.,RADCHENKO, P. and LV, J. (2009). DASSO: Connections between the Dantzig selector and lasso. J. R. Stat. Soc. Ser. B Stat. Methodol. 71 127-142. MR2655526
    • (2009) J. R. Stat. Soc. Ser. B Stat Methodol , vol.71 , pp. 127-142
    • James, G.M.1    Radchenko, P.2    Lv, J.3
  • 24
    • 34548452938 scopus 로고    scopus 로고
    • Piecewise linear regularized solution paths
    • MR2341696
    • ROSSET, S. and ZHU, J. (2007). Piecewise linear regularized solution paths. Ann. Statist. 35 1012-1030. MR2341696
    • (2007) Ann Statist. , vol.35 , pp. 1012-1030
    • Rosset, S.1    Zhu, J.2
  • 25
    • 44049111982 scopus 로고
    • Nonlinear total variation based noise removal algorithms
    • RUDIN, L. I., OSHER, S. and FATERNI, E. (1992). Nonlinear total variation based noise removal algorithms. Phys. D 60 259-268.
    • (1992) Phys. D , vol.60 , pp. 259-268
    • Rudin, L.I.1    Osher, S.2    Faterni, E.3
  • 27
    • 79957976347 scopus 로고    scopus 로고
    • Sparse regression with exact clustering
    • MR2727453
    • SHE, Y. (2010). Sparse regression with exact clustering. Electron. J. Stat. 4 1055-1096. MR2727453
    • (2010) Electron. J Stat. , vol.4 , pp. 1055-1096
    • She, Y.1
  • 29
    • 0000169918 scopus 로고
    • Estimation of the mean of a multivariate normal distribution
    • MR0630098
    • STEIN, C. M. (1981). Estimation of the mean of a multivariate normal distribution. Ann. Statist. 9 1135-1151. MR0630098
    • (1981) Ann Statist. , vol.9 , pp. 1135-1151
    • Stein, C.M.1
  • 30
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • MR1379242
    • TIBSHIRANI, R. (1996). Regression shrinkage and selection via the lasso. J. Roy. Statist. Soc. Ser. B 58 267-288. MR1379242
    • (1996) J. Roy. Statist. Soc Ser. B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 33
    • 0035533631 scopus 로고    scopus 로고
    • Convergence of a block coordinate descent method for nondifferentiable minimization
    • MR1835069
    • TSENG, P. (2001). Convergence of a block coordinate descent method for nondifferentiable minimization. J. Optim. Theory Appl. 109 475-494. MR1835069
    • (2001) J. Optim Theory Appl. , vol.109 , pp. 475-494
    • Tseng, P.1
  • 35
    • 34548536008 scopus 로고    scopus 로고
    • On the "degrees of freedom" of the lasso
    • MR2363967
    • ZOU, H., HASTIE, T. and TIBSHIRANI, R. (2007). On the "degrees of freedom" of the lasso. Ann. Statist. 35 2173-2192. MR2363967
    • (2007) Ann Statist. , vol.35 , pp. 2173-2192
    • Zou, H.1    Hastie, T.2    Tibshirani, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.