-
2
-
-
68649086910
-
Simultaneous analysis of lasso and dantzig selector
-
Bickel, P. J., Ritov, Y. and Tsybakov, A. B. (2009). Simultaneous analysis of lasso and dantzig selector. Ann. Statist., 37, 1705-1732.
-
(2009)
Ann. Statist
, vol.37
, pp. 1705-1732
-
-
Bickel, P.J.1
Ritov, Y.2
Tsybakov, A.B.3
-
3
-
-
0000170706
-
Weak and strong consistency of the least squares estimators in regression models. Z. Wahrscheinlichkeitstheorie und Verw
-
Drygas, H. (1976). Weak and strong consistency of the least squares estimators in regression models. Z. Wahrscheinlichkeitstheorie und Verw. Gebiete, 34, 119-127.
-
(1976)
Gebiete
, vol.34
, pp. 119-127
-
-
Drygas, H.1
-
4
-
-
3242708140
-
Least angle regression
-
With discussion, and a rejoinder by the authors
-
Efron, B., Hastie, T., Johnstone, I. and Tibshirani, R. (2004). Least angle regression. Ann. Statist., 32, 407-499. With discussion, and a rejoinder by the authors.
-
(2004)
Ann. Statist
, vol.32
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
5
-
-
0032361278
-
Penalized regressions: The bridge versus the lasso
-
Fu, W. J. (1998). Penalized regressions: the bridge versus the lasso. J. Comput. Graph. Statist., 7, 397-416.
-
(1998)
J. Comput. Graph. Statist
, vol.7
, pp. 397-416
-
-
Fu, W.J.1
-
6
-
-
49949115667
-
Asymptotic properties of bridge estimators in sparse high-dimensional regression models
-
Huang, J., Horowitz, J. L. and Ma, S. (2008). Asymptotic properties of bridge estimators in sparse high-dimensional regression models. Ann. Statist., 36, 587-613.
-
(2008)
Ann. Statist
, vol.36
, pp. 587-613
-
-
Huang, J.1
Horowitz, J.L.2
Ma, S.3
-
7
-
-
0034287156
-
Asymptotics for lasso-type estimators
-
Knight, K. and Fu, W. (2000). Asymptotics for lasso-type estimators. Ann. Statist., 28, 1356-1378.
-
(2000)
Ann. Statist
, vol.28
, pp. 1356-1378
-
-
Knight, K.1
Fu, W.2
-
8
-
-
0018190841
-
Strong consistency of least squares estimates in multiple regression
-
Lai, T. L., Robbins, H. and Wei, C. Z. (1978). Strong consistency of least squares estimates in multiple regression. Proc. Nat. Acad. Sci. U.S.A., 75, 3034-3036.
-
(1978)
Proc. Nat. Acad. Sci. U.S.A
, vol.75
, pp. 3034-3036
-
-
Lai, T.L.1
Robbins, H.2
Wei, C.Z.3
-
9
-
-
56449113372
-
Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators
-
Lounici, K. (2008). Sup-norm convergence rate and sign concentration property of Lasso and Dantzig estimators. Electron. J. Stat., 2, 90-102.
-
(2008)
Electron J. Stat
, vol.2
, pp. 90-102
-
-
Lounici, K.1
-
10
-
-
33747163541
-
High-dimensional graphs and variable selection with the lasso
-
Meinshausen, N. and Bühlmann, P. (2006). High-dimensional graphs and variable selection with the lasso. Ann. Statist., 34, 1436-1462.
-
(2006)
Ann. Statist
, vol.34
, pp. 1436-1462
-
-
Meinshausen, N.1
Bühlmann, P.2
-
11
-
-
65349193793
-
Lasso-type recovery of sparse representations for high-dimensional data
-
Meinshausen, N. and Yu, B. (2009). Lasso-type recovery of sparse representations for high-dimensional data. Ann. Statist., 37, 246-270.
-
(2009)
Ann. Statist
, vol.37
, pp. 246-270
-
-
Meinshausen, N.1
Yu, B.2
-
12
-
-
23044520947
-
On the LASSO and its dual
-
Osborne, M. R., Presnell, B. and Turlach, B. A. (2000). On the LASSO and its dual. J. Comput. Graph. Statist., 9, 319-337.
-
(2000)
J. Comput. Graph. Statist
, vol.9
, pp. 319-337
-
-
Osborne, M.R.1
Presnell, B.2
Turlach, B.A.3
-
13
-
-
0003436776
-
-
John Wiley & Sons, New York London-Sydney, second edition. Wiley Series in Probability and Mathematical Statistics
-
Rao, C. R. (1973). Linear statistical inference and its applications. John Wiley & Sons, New York London-Sydney, second edition. Wiley Series in Probability and Mathematical Statistics.
-
(1973)
Linear Statistical Inference and Its Applications
-
-
Rao, C.R.1
-
14
-
-
85194972808
-
Regression shrinkage and selection via the lasso
-
Tibshirani, R. (1996). Regression shrinkage and selection via the lasso. J. Roy. Statist. Soc., Ser. B, 58, 267-288.
-
(1996)
J. Roy. Statist. Soc., Ser. B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
16
-
-
50949096321
-
The sparsity and bias of the lasso selection in high-dimensional linear regression
-
Zhang, C.-H. and Huang, J. (2008). The sparsity and bias of the lasso selection in high-dimensional linear regression. Ann. Statist., 36, 1567-1594.
-
(2008)
Ann. Statist
, vol.36
, pp. 1567-1594
-
-
Zhang, C.-H.1
Huang, J.2
-
17
-
-
33845263263
-
On model selection consistency of Lasso
-
Zhao, P. and Yu, B. (2006). On model selection consistency of Lasso. J. Mach. Learn. Res., 7, 2541-2563.
-
(2006)
J. Mach. Learn. Res
, vol.7
, pp. 2541-2563
-
-
Zhao, P.1
Yu, B.2
-
18
-
-
33846114377
-
The adaptive lasso and its oracle properties
-
Zou, H. (2006). The adaptive lasso and its oracle properties. J. Amer. Statist. Assoc., 101, 1418-1429.
-
(2006)
J. Amer. Statist. Assoc
, vol.101
, pp. 1418-1429
-
-
Zou, H.1
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