-
1
-
-
0018668029
-
Linear regression with censored data
-
DOI 10.2307/2335161
-
Buckley, J. and James, I. (1979). Linear regression with censored data. Biometrika 66, 429 436. (Pubitemid 10218390)
-
(1979)
Biometrika
, vol.66
, Issue.3
, pp. 429-436
-
-
Buckley, J.1
James, L.2
-
2
-
-
20144386127
-
Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival
-
DOI 10.1073/pnas.0409462102
-
Chang, H., Nuyten, D., Sneddon, J., Hastie, T., Tibshirani, R., Sorlie, T., Dai, H., He, Y., van't Veer, L., Bartelink, H., van de Rijn, M., Brown, P., and van de Vijver, M. (2005). Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival. PNAS 102, 3738 3743. (Pubitemid 40354681)
-
(2005)
Proceedings of the National Academy of Sciences of the United States of America
, vol.102
, Issue.10
, pp. 3738-3743
-
-
Chang, H.Y.1
Nuyten, D.S.A.2
Sneddon, J.B.3
Hastie, T.4
Tibshirani, R.5
Sorlie, T.6
Dai, H.7
He, Y.D.8
Van'T Veer, L.J.9
Bartelink, H.10
Van De Rijn, M.11
Brown, P.O.12
Van De Vijver, M.J.13
-
3
-
-
3242793099
-
A note on Buckley-James estimators for censored data
-
Currie, I. (1996). A note on Buckley-James estimators for censored data. Biometrika 83, 912 915.
-
(1996)
Biometrika
, vol.83
, pp. 912-915
-
-
Currie, I.1
-
4
-
-
34247259498
-
Predicting patient survival from microarray data by accelerated failure time modeling using partial least squares and LASSO
-
and
-
Datta, S., Le-Rademacher, J., and Datta, S. (2007). Predicting patient survival from microarray data by accelerated failure time modeling using partial least squares and LASSO. Biometrics 63, 259 271.
-
(2007)
Biometrics
, vol.63
, pp. 259-271
-
-
Datta, S.1
Le-Rademacher, J.2
Datta, S.3
-
5
-
-
3242708140
-
Least angle regression
-
DOI 10.1214/009053604000000067
-
Efron, B., Hastie, T., Johnstone, I., and Tibshirani, R. T. (2004). Least angle regression. The Annals of Statistics 32, 407 499. (Pubitemid 41250302)
-
(2004)
Annals of Statistics
, vol.32
, Issue.2
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
Ishwaran, H.5
Knight, K.6
Loubes, J.-M.7
Massart, P.8
Madigan, D.9
Ridgeway, G.10
Rosset, S.11
Zhu, J.I.12
Stine, R.A.13
Turlach, B.A.14
Weisberg, S.15
Hastie, T.16
Johnstone, I.17
Tibshirani, R.18
-
6
-
-
1542784498
-
Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
-
Fan, J. and Li, R. (2001). Variable selection via nonconcave penalized likelihood and its oracle properties. Journal of the American Statistical Association 96, 1348 1360. (Pubitemid 33695585)
-
(2001)
Journal of the American Statistical Association
, vol.96
, Issue.456
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
9
-
-
21444446838
-
Penalized Cox regression analysis in the high-dimensional and low-sample size settings, with applications to microarray gene expression data
-
DOI 10.1093/bioinformatics/bti422
-
Gui, J. and Li, H. (2005). Penalized Cox regression analysis in the high-dimensional and low-sample size setting, with applications to microarray gene expression data. Bioinformatics 21, 3001 3008. (Pubitemid 40916425)
-
(2005)
Bioinformatics
, vol.21
, Issue.13
, pp. 3001-3008
-
-
Gui, J.1
Li, H.2
-
10
-
-
84925605946
-
The entire regularization path for the support vector machine
-
and
-
Hastie, T., Rosset, S., Tibshirani, R., and Zhu, J. (2004). The entire regularization path for the support vector machine. Journal of Machine Learning Research 5, 1391 1415.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 1391-1415
-
-
Hastie, T.1
Rosset, S.2
Tibshirani, R.3
Zhu, J.4
-
11
-
-
84942484786
-
Ridge regression: Biased estimation for non-orthogonal problem
-
and
-
Hoerl, A. and Kennard, R. (1970). Ridge regression: Biased estimation for non-orthogonal problem. Technometrics 12, 55 67.
-
(1970)
Technometrics
, vol.12
, pp. 55-67
-
-
Hoerl, A.1
Kennard, R.2
-
12
-
-
14944352943
-
Iterative partial least squares with right-censored data analysis: A comparison to other dimension reduction techniques
-
DOI 10.1111/j.0006-341X.2005.040304.x
-
Huang, J. and Harrington, D. (2005). Iterative partial least squares with right-censored data analysis: A comparison to other dimension reduction techniques. Biometrics 61, 17 24. (Pubitemid 40380960)
-
(2005)
Biometrics
, vol.61
, Issue.1
, pp. 17-24
-
-
Huang, J.1
Harrington, D.2
-
13
-
-
33748771184
-
Regularized estimation in the accelerated failure time model with high dimensional covariates
-
and
-
Huang, J., Ma, S., and Xie, H. (2006). Regularized estimation in the accelerated failure time model with high dimensional covariates. Biometrics 62, 813 820.
-
(2006)
Biometrics
, vol.62
, pp. 813-820
-
-
Huang, J.1
Ma, S.2
Xie, H.3
-
14
-
-
51049096710
-
Adaptive LASSO for sparse high-dimensional regression models
-
and. in press.
-
Huang, J., Ma, S., and Zhang, C. (2008). Adaptive LASSO for sparse high-dimensional regression models. Statistica Sinica, in press.
-
(2008)
Statistica Sinica
-
-
Huang, J.1
Ma, S.2
Zhang, C.3
-
15
-
-
3843055562
-
Rank-based inference for the accelerated failure time model
-
DOI 10.1093/biomet/90.2.341
-
Jin, Z., Lin, D. Y., and Wei, L. J. (2003). Rank-based inference for the accelerated failure time model. Biometrika 90, 341 353. (Pubitemid 39047162)
-
(2003)
Biometrika
, vol.90
, Issue.2
, pp. 341-353
-
-
Jin, Z.1
Lin, D.Y.2
Wei, L.J.3
Ying, Z.4
-
17
-
-
14344256001
-
Gradient LASSO for feature selection
-
Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004
-
Kim, Y. and Kim, J. (2004). Gradient LASSO for feature selection. In Proceedings of the Twenty-First International Conference on Machine Learning, 473 480. New York : ACM. (Pubitemid 40290843)
-
(2004)
Proceedings, Twenty-First International Conference on Machine Learning, ICML 2004
, pp. 473-480
-
-
Kim, Y.1
Kim, J.2
-
18
-
-
0034287156
-
Asymptotics for lasso-type estimators
-
DOI 10.1214/aos/1015957397
-
Knight, K. and Fu, W. (2000). Asymptotics for LASSO-type estimators. Annals of Statistics 28, 1356 1378. (Pubitemid 33244917)
-
(2000)
Annals of Statistics
, vol.28
, Issue.5
, pp. 1356-1378
-
-
Knight, K.1
Fu, W.2
-
19
-
-
0001021449
-
Regression analysis with randomly right-censored data
-
and
-
Koul, H., Susarla, V., and Van Ryzin, J. (1981). Regression analysis with randomly right-censored data. Annals of Statistics 9, 1276 1288.
-
(1981)
Annals of Statistics
, vol.9
, pp. 1276-1288
-
-
Koul, H.1
Susarla, V.2
Van Ryzin, J.3
-
20
-
-
34548173203
-
Path consistent model selection in additive risk model via Lasso
-
DOI 10.1002/sim.2834
-
Leng, C. and Ma, S. (2007). Path consistent model selection in additive risk model via LASSO. Statistics in Medicine 26, 3753 3770. (Pubitemid 47307747)
-
(2007)
Statistics in Medicine
, vol.26
, Issue.20
, pp. 3753-3770
-
-
Leng, C.1
Ma, S.2
-
21
-
-
52349090053
-
Censored data regression in high-dimension and low sample size settings for genomic applications
-
In. A. Biswas. S. Datta. J. Fine. and. M. Segal. eds1st edition. Hoboken, New Jersey. Wiley.
-
Li, H. (2008). Censored data regression in high-dimension and low sample size settings for genomic applications. In Statistical Advances in Biomedical Sciences: State of Art and Future Directions, A. Biswas, S. Datta, J. Fine, and M. Segal (eds 1st edition. Hoboken, New Jersey : Wiley.
-
(2008)
Statistical Advances in Biomedical Sciences: State of Art and Future Directions
-
-
Li, H.1
-
22
-
-
34548170943
-
Variable selection for proportional odds model
-
DOI 10.1002/sim.2833
-
Lu, W. and Zhang, H. (2007). Variable selection for proportional odds model. Statistics in Medicine 26, 3771 3781. (Pubitemid 47307748)
-
(2007)
Statistics in Medicine
, vol.26
, Issue.20
, pp. 3771-3781
-
-
Lu, W.1
Zhang, H.H.2
-
24
-
-
66949130797
-
Collinearity and optimal restrictions on regression parameters for estimating responses
-
Park, S. (1981). Collinearity and optimal restrictions on regression parameters for estimating responses. Technometrics 23, 289 295.
-
(1981)
Technometrics
, vol.23
, pp. 289-295
-
-
Park, S.1
-
25
-
-
0034680102
-
Modecular portaits of human breast tumours
-
and
-
Perou, C., Sorlie, T., Eisen, M., van de Rijn, M., Jeffrey, S., Rees, C., Pollack, J., Ross, D., Johnsen, H., Akslen, L., Fluge, O., Pergamenschikov, A., Williams, C., Zhu, S., Lonning, P., Borresen-Dale, A., Brown, P., and Botstein, D. (2000). Modecular portaits of human breast tumours. Nature 6797, 747 752.
-
(2000)
Nature
, vol.6797
, pp. 747-752
-
-
Perou, C.1
Sorlie, T.2
Eisen, M.3
Van De Rijn, M.4
Jeffrey, S.5
Rees, C.6
Pollack, J.7
Ross, D.8
Johnsen, H.9
Akslen, L.10
Fluge, O.11
Pergamenschikov, A.12
Williams, C.13
Zhu, S.14
Lonning, P.15
Borresen-Dale, A.16
Brown, P.17
Botstein, D.18
-
26
-
-
0000637305
-
Estimation in a linear regression model with censored data
-
Ritov, Y. (1990). Estimation in a linear regression model with censored data. Annals of Statistics 18, 303 328.
-
(1990)
Annals of Statistics
, vol.18
, pp. 303-328
-
-
Ritov, Y.1
-
28
-
-
0031015557
-
The lasso method for variable selection in the cox model
-
DOI 10.1002/(SICI)1097-0258(19970228)16:4<385::AID-SIM380>3.0.CO;2- 3
-
Tibshirani, R. (1997). The LASSO method for variable selection in the Cox model. Statistics in Medicine 16, 385 395. (Pubitemid 27073009)
-
(1997)
Statistics in Medicine
, vol.16
, Issue.4
, pp. 385-395
-
-
Tibshirani, R.1
-
29
-
-
0003271197
-
Estimating regression parameters using linear rank tests for censored data
-
Tsiatis, A. (1996). Estimating regression parameters using linear rank tests for censored data. Annals of Statistics 18, 305 328.
-
(1996)
Annals of Statistics
, vol.18
, pp. 305-328
-
-
Tsiatis, A.1
-
30
-
-
0037137519
-
A gene-expression signature as a predictor of survival in breast cancer
-
DOI 10.1056/NEJMoa021967
-
van de Vijver, M., He, Y., van't Veer, L., Dai, H., Hart, A., Voskuil, D., Schreiber, G., Peterse, J., Roberts, C., Marton, M., Parrish, M., Atsma, D., Witteveen, A., Glas, A., Delahaye, L., van der Velde, T., Bartelink, H., Rodenhuis, S., Rutgers, E., Friend, S., and Bernards, R. (2002). A gene-expression signature as a predictor of survival in breast cancer. New England Journal of Medicine 347, 1999 2009. (Pubitemid 35461656)
-
(2002)
New England Journal of Medicine
, vol.347
, Issue.25
, pp. 1999-2009
-
-
Van De Vijver, M.J.1
He, Y.D.2
Van 'T Veer, L.J.3
Dai, H.4
Hart, A.A.M.5
Voskuil, D.W.6
Schreiber, G.J.7
Peterse, J.L.8
Roberts, C.9
Marton, M.J.10
Parrish, M.11
Atsma, D.12
Witteveen, A.13
Glas, A.14
Delahaye, L.15
Van Der Velde, T.16
Bartelink, H.17
Rodenhuis, S.18
Rutgers, E.T.19
Friend, S.H.20
Bernards, R.21
more..
-
32
-
-
34547164089
-
Robust regression shrinkage and consistent variable selection via the LAD-LASSO
-
and
-
Wang, H., Li, G. and Jiang, G. (2007). Robust regression shrinkage and consistent variable selection via the LAD-LASSO. Journal of Business and Economics Statistics 25, 347 355.
-
(2007)
Journal of Business and Economics Statistics
, vol.25
, pp. 347-355
-
-
Wang, H.1
Li, G.2
Jiang, G.3
-
33
-
-
39849109350
-
Doubly penalized Buckley-James method for survival data with high-dimensional covariates
-
DOI 10.1111/j.1541-0420.2007.00877.x
-
Wang, S., Nan, B., Zhu, J., and Beer, D. (2008). Doubly penalized Buckley-James method for survival data with high dimensional covariates. Biometrics 64, 132 140. (Pubitemid 351316885)
-
(2008)
Biometrics
, vol.64
, Issue.1
, pp. 132-140
-
-
Wang, S.1
Nan, B.2
Zhu, J.3
Beer, D.G.4
-
34
-
-
0027080802
-
The accelerated failure time model: A useful alternative to the Cox regression model in survival analysis
-
Wei, L. J. (1992). The accelerated failure time model: A useful alternative to the Cox regression model in survival analysis. Statistics in Medicine 11, 1871 1879. (Pubitemid 23015636)
-
(1992)
Statistics in Medicine
, vol.11
, Issue.14-15
, pp. 1871-1879
-
-
Wei, L.J.1
-
35
-
-
34548151636
-
Adaptive Lasso for Cox's proportional hazards model
-
DOI 10.1093/biomet/asm037
-
Zhang, H. and Lu, W. (2007). Adaptive LASSO for Cox's proportional hazards model. Biometrika 94, 691 703. (Pubitemid 47384259)
-
(2007)
Biometrika
, vol.94
, Issue.3
, pp. 691-703
-
-
Zhang, H.H.1
Lu, W.2
-
36
-
-
33645085023
-
Application of the time-dependent ROC curves for prognostic accuracy with multiple biomarkers
-
and
-
Zheng, Y., Cai, T., and Feng, Z. (2006). Application of the time-dependent ROC curves for prognostic accuracy with multiple biomarkers. Biometrics 62, 279 287.
-
(2006)
Biometrics
, vol.62
, pp. 279-287
-
-
Zheng, Y.1
Cai, T.2
Feng, Z.3
-
37
-
-
24644515558
-
1-norm support vector machines
-
and
-
Zhu, J., Hastie, T., Rosset, S., and Tibshirani, R. (2003). 1-norm support vector machines. Neural Information Processing Systems 16, 49 56.
-
(2003)
Neural Information Processing Systems
, vol.16
, pp. 49-56
-
-
Zhu, J.1
Hastie, T.2
Rosset, S.3
Tibshirani, R.4
|