-
1
-
-
0000318629
-
Strong representations for LAD estimators in linear models
-
Babu GJ (1989) Strong representations for LAD estimators in linear models. Probab Theory Relat Fields 83: 547-558.
-
(1989)
Probab Theory Relat Fields
, vol.83
, pp. 547-558
-
-
Babu, G.J.1
-
2
-
-
0013019044
-
Estimation of multiple-regime regressions with least absolute deviation
-
Bai J (1998) Estimation of multiple-regime regressions with least absolute deviation. J Stat Plan Inference 74: 103-134.
-
(1998)
J Stat Plan Inference
, vol.74
, pp. 103-134
-
-
Bai, J.1
-
3
-
-
0346906789
-
Estimating and testing linear models with multiple structural changes
-
Bai J, Perron P (1998) Estimating and testing linear models with multiple structural changes. Econometrica 66(1): 47-78.
-
(1998)
Econometrica
, vol.66
, Issue.1
, pp. 47-78
-
-
Bai, J.1
Perron, P.2
-
4
-
-
68649086910
-
Simultaneous analysis of LASSO and Dantzig selector
-
Bickel PJ, Ritov Y, Tsybakov AB (2009) Simultaneous analysis of LASSO and Dantzig selector. Ann Stat 37(4): 1705-1732.
-
(2009)
Ann Stat
, vol.37
, Issue.4
, pp. 1705-1732
-
-
Bickel, P.J.1
Ritov, Y.2
Tsybakov, A.B.3
-
5
-
-
59349084154
-
The M-estimation in a multi-phase random nonlinear model
-
Ciuperca G (2009) The M-estimation in a multi-phase random nonlinear model. Stat Probab Lett 75(5): 573-580.
-
(2009)
Stat Probab Lett
, vol.75
, Issue.5
, pp. 573-580
-
-
Ciuperca, G.1
-
6
-
-
79956217527
-
Estimating nonlinear regression with and without change-points by the LAD-method
-
Ciuperca G (2011a) Estimating nonlinear regression with and without change-points by the LAD-method. Ann Inst Stat Math 63(4): 717-743.
-
(2011)
Ann Inst Stat Math
, vol.63
, Issue.4
, pp. 717-743
-
-
Ciuperca, G.1
-
7
-
-
79955481937
-
Penalized least absolute deviations estimation for nonlinear model with change-points
-
Ciuperca G (2011b) Penalized least absolute deviations estimation for nonlinear model with change-points. Stat Pap 52(2): 371-390.
-
(2011)
Stat Pap
, vol.52
, Issue.2
, pp. 371-390
-
-
Ciuperca, G.1
-
8
-
-
1542784498
-
Variable selection via nonconcave penalized likelihood and its Oracle properties
-
Fan J, Li R (2001) Variable selection via nonconcave penalized likelihood and its Oracle properties. J Am Stat Assoc 96(456): 1348-1360.
-
(2001)
J Am Stat Assoc
, vol.96
, Issue.456
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
9
-
-
62249113520
-
Estimation, prediction and inference for the LASSO random effects model
-
Foster SD, Verbyla AP, Pitchford WS (2009) Estimation, prediction and inference for the LASSO random effects model. Aust N Z J Stat 51(1): 43-61.
-
(2009)
Aust N Z J Stat
, vol.51
, Issue.1
, pp. 43-61
-
-
Foster, S.D.1
Verbyla, A.P.2
Pitchford, W.S.3
-
10
-
-
78651322176
-
Multiple change-point estimation with a total variation penalty
-
Harchaoui Z, Lévy-Leduc C (2010) Multiple change-point estimation with a total variation penalty. J Am Stat Assoc 105(492): 1480-1493.
-
(2010)
J Am Stat Assoc
, vol.105
, Issue.492
, pp. 1480-1493
-
-
Harchaoui, Z.1
Lévy-Leduc, C.2
-
11
-
-
53049106452
-
Asymptotic results in segmented multiple regression
-
Kim J, Kim HJ (2008) Asymptotic results in segmented multiple regression. J Multivar Anal 99(9): 2016-2038.
-
(2008)
J Multivar Anal
, vol.99
, Issue.9
, pp. 2016-2038
-
-
Kim, J.1
Kim, H.J.2
-
12
-
-
0034287156
-
Asymptotics for LASSO-type estimators
-
Knight K, Fu W (2000) Asymptotics for LASSO-type estimators. Ann Stat 28(5): 1356-1378.
-
(2000)
Ann Stat
, vol.28
, Issue.5
, pp. 1356-1378
-
-
Knight, K.1
Fu, W.2
-
13
-
-
0036840445
-
Asymptotics of maximum likelihood estimator in a two-phase linear regression model
-
Koul HL, Qian L (2002) Asymptotics of maximum likelihood estimator in a two-phase linear regression model. J Stat Plan Inference 108: 99-119.
-
(2002)
J Stat Plan Inference
, vol.108
, pp. 99-119
-
-
Koul, H.L.1
Qian, L.2
-
14
-
-
67349177002
-
On the distribution of the adaptive LASSO estimator
-
Pötscher BM, Schneider U (2009) On the distribution of the adaptive LASSO estimator. J Stat Plan Inference 139: 2775-2790.
-
(2009)
J Stat Plan Inference
, vol.139
, pp. 2775-2790
-
-
Pötscher, B.M.1
Schneider, U.2
-
15
-
-
0001287271
-
Regression shrinkage and selection via the LASSO
-
Tibshirani R (1996) Regression shrinkage and selection via the LASSO. J R Stat Soc B 58: 267-288.
-
(1996)
J R Stat Soc B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
16
-
-
84863338083
-
Variable selection and estimation in high-dimensional varying-coefficient models
-
doi: 10. 5705/ss. 2009. 316
-
Wei F, Huang J, Li H (2011) Variable selection and estimation in high-dimensional varying-coefficient models. Stat Sin 21(4). doi: 10. 5705/ss. 2009. 316.
-
(2011)
Stat Sin
, vol.21
, Issue.4
-
-
Wei, F.1
Huang, J.2
Li, H.3
-
17
-
-
52749084912
-
Simultaneous change point analysis and variable selection in a regression problem
-
Wu Y (2008) Simultaneous change point analysis and variable selection in a regression problem. J Multivar Anal 99(9): 2154-2171.
-
(2008)
J Multivar Anal
, vol.99
, Issue.9
, pp. 2154-2171
-
-
Wu, Y.1
-
18
-
-
77950692172
-
Simultaneous estimation and variable selection in median regression using LASSO-type penalty
-
Xu J, Ying Z (2010) Simultaneous estimation and variable selection in median regression using LASSO-type penalty. Ann Inst Stat Math 62: 487-514.
-
(2010)
Ann Inst Stat Math
, vol.62
, pp. 487-514
-
-
Xu, J.1
Ying, Z.2
-
19
-
-
33847378251
-
Estimating the number of change-points via Schwarz's criterion
-
Yao YC (1988) Estimating the number of change-points via Schwarz's criterion. Stat Probab Lett 6: 181-189.
-
(1988)
Stat Probab Lett
, vol.6
, pp. 181-189
-
-
Yao, Y.C.1
-
20
-
-
33846114377
-
The adaptive LASSO and its Oracle properties
-
Zou H (2006) The adaptive LASSO and its Oracle properties. J Am Stat Assoc 101(476): 1418-1428.
-
(2006)
J Am Stat Assoc
, vol.101
, Issue.476
, pp. 1418-1428
-
-
Zou, H.1
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