SCOPUS 정보 검색 플랫폼

Volumn 9, Issue , 2010, Pages 477-484

Exploiting covariate similarity in sparse regression via the Pairwise Elastic Net

Author keywords

[No Author keywords available]

Indexed keywords

COORDINATE DESCENT; COVARIATES; ELASTIC NET; RIDGE REGRESSION; SIMILARITY MEASURE; SPARSE REGRESSION; VARIABLE SELECTION;

REGRESSION ANALYSIS;

ARTIFICIAL INTELLIGENCE;

EID: 84860632697 PISSN: 15324435 EISSN: 15337928 Source Type: Journal
DOI: None Document Type: Conference Paper

Times cited : (27)

References (10)

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- Boyd, S.¹ Vandenberghe, L.²

2
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- Least angle regression
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- Efron, B.¹ Hastie, T.² Johnstone, L.³ Tibshirani, R.⁴

3
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- A selective overview of variable selection in high dimensional feature space (invited review article)
- Fan, J., & Lv, J. (2010). A selective overview of variable selection in high dimensional feature space (invited review article). Statistica Sinica, 20, 101-148.
- (2010) Statistica Sinica , vol.20 , pp. 101-148
- Fan, J.¹ Lv, J.²

4
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- Pathwise coordinate optimization
- Friedman, J., Hastie, T., Höfling, H., & Tibshirani, R. (2007). Pathwise coordinate optimization. Ann. Appl. Stat., 1 (2), 302-332.
- (2007) Ann. Appl. Stat. , vol.1 , Issue.2 , pp. 302-332
- Friedman, J.¹ Hastie, T.² Höfling, H.³ Tibshirani, R.⁴

5
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- Ridge regression: Biased estimation for nonorthogonal problems
- Hoerl, A. E., & Kennard, R. W. (1970). Ridge regression: biased estimation for nonorthogonal problems. Technometrics, 12, 55-67.
- (1970) Technometrics , vol.12 , pp. 55-67
- Hoerl, A.E.¹ Kennard, R.W.²

6
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- A unified approach to model selection and sparse recovery using regularized least squares
- Lv, J., & Fan, J. (2009). A unified approach to model selection and sparse recovery using regularized least squares. Ann. Statist., 37, 3498-3528.
- (2009) Ann. Statist. , vol.37 , pp. 3498-3528
- Lv, J.¹ Fan, J.²

7
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- Prostate specific antigen in the diagnosis and treatment of adenocarcinoma of the prostate II radical prostatectomy treated patients
- Stamey, T., Kabalin, J., McNeal, J., Johnstone, I., Freiha, F., Redwine, E., & Yang, N. (1989). Prostate specific antigen in the diagnosis and treatment of adenocarcinoma of the prostate II radical prostatectomy treated patients. Journal of Urology, 16, 1076-1083.
- (1989) Journal of Urology , vol.16 , pp. 1076-1083
- Stamey, T.¹ Kabalin, J.² McNeal, J.³ Johnstone, I.⁴ Freiha, F.⁵ Redwine, E.⁶ Yang, N.⁷

8
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- Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Ser. B Stat. Methodol, 58 (1), 267-288.
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- Tibshirani, R.¹

9
- 33645035051
- Model selection and estimation in regression with grouped variables
- Yuan, M., & Lin, Y. (2006). Model selection and estimation in regression with grouped variables. J. R. Stat. Soc. Ser. B Stat. Methodol., 68, 49-67.
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- Yuan, M.¹ Lin, Y.²

10
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- Regularization and variable selection via the elastic net
- Zou, H., & Hastie, T. (2005). Regularization and variable selection via the elastic net. J. R. Stat. Soc. Ser. B Stat. Methodol., 67, 301-320.
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- Zou, H.¹ Hastie, T.²

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