-
1
-
-
84879164483
-
Valid Post-Selection Inference
-
R.Berk, L.Brown, A.Buja, K.Zhang, and L.Zhao, (2013), “Valid Post-Selection Inference,” Annals of Statistics, 41, 802–837.
-
(2013)
Annals of Statistics
, vol.41
, pp. 802-837
-
-
Berk, R.1
Brown, L.2
Buja, A.3
Zhang, K.4
Zhao, L.5
-
2
-
-
84885049881
-
Statistical Significance in High-Dimensional Linear Models
-
P.Buhlmann, (2013), “Statistical Significance in High-Dimensional Linear Models,” Bernoulli, 19, 1212–1242.
-
(2013)
Bernoulli
, vol.19
, pp. 1212-1242
-
-
Buhlmann, P.1
-
3
-
-
84901723806
-
Discussion: A Significance Test for the Lasso
-
A.Buja, and L.Brown, (2014), “Discussion:A Significance Test for the Lasso,” Annals of Statistics, 42, 509–517.
-
(2014)
Annals of Statistics
, vol.42
, pp. 509-517
-
-
Buja, A.1
Brown, L.2
-
5
-
-
3242708140
-
Least Angle Regression
-
B.Efron, T.Hastie, I.Johnstone, and R.Tibshirani, (2004), “Least Angle Regression,” Annals of Statistics, 32, 407–499.
-
(2004)
Annals of Statistics
, vol.32
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
7
-
-
84983337941
-
-
W.Fithian, J.Taylor, R.J.Tibshirani, and R.Tibshirani, (2016), “Selective Sequential Model Selection,” arXiv:1512.02565.
-
(2016)
Selective Sequential Model Selection,” arXiv:1512.02565
-
-
Fithian, W.1
Taylor, J.2
Tibshirani, R.J.3
Tibshirani, R.4
-
8
-
-
84956572956
-
Sequential Selection Procedures and False Discovery Rate Control
-
M.G’Sell, S.Wager, A.Chouldechova, and R.Tibshirani, (2016), “Sequential Selection Procedures and False Discovery Rate Control,” Journal of the Royal Statistical Society, Series B, 78, 423--444.
-
(2016)
Journal of the Royal Statistical Society, Series B
, vol.78
-
-
G’Sell, M.1
Wager, S.2
Chouldechova, A.3
Tibshirani, R.4
-
9
-
-
84919709419
-
-
Journal of Machine Learning Research, 15, 2869--2909
-
A.Javanmard, and A.Montanari, (2014a), “Confidence Intervals and Hypothesis Testing for High-dimensional Regression,” Journal of Machine Learning Research, 15, 2869--2909.
-
(2014)
Confidence Intervals and Hypothesis Testing for High-dimensional Regression
-
-
Javanmard, A.1
Montanari, A.2
-
11
-
-
84963614704
-
-
Annals of Statistics, 44, 907--927
-
J.Lee, D.Sun, Y.Sun, and J.Taylor, (2016), “Exact Post-Selection Inference With the Lasso,” Annals of Statistics, 44, 907--927.
-
(2016)
Exact Post-Selection Inference With the Lasso
-
-
Lee, J.1
Sun, D.2
Sun, Y.3
Taylor, J.4
-
14
-
-
84901725294
-
A Significance Test for the Lasso
-
R.Lockhart, J.Taylor, R.J.Tibshirani, and R.Tibshirani, (2014), “A Significance Test for the Lasso,” Annals of Statistics, 42, 413–468.
-
(2014)
Annals of Statistics
, vol.42
, pp. 413-468
-
-
Lockhart, R.1
Taylor, J.2
Tibshirani, R.J.3
Tibshirani, R.4
-
16
-
-
77958487535
-
Stability Selection
-
N.Meinshausen, and P.Buhlmann, (2010), “Stability Selection,” Journal of the Royal Statistical Society, Series B, 72, 417–473.
-
(2010)
Journal of the Royal Statistical Society, Series B
, vol.72
, pp. 417-473
-
-
Meinshausen, N.1
Buhlmann, P.2
-
17
-
-
84855997958
-
A Perturbation Method for Inference on Regularized Regression Estimates
-
J.Minnier, L.Tian, and T.Cai, (2011), “A Perturbation Method for Inference on Regularized Regression Estimates,” Journal of the American Statistical Association, 106, 1371–1382.
-
(2011)
Journal of the American Statistical Association
, vol.106
, pp. 1371-1382
-
-
Minnier, J.1
Tian, L.2
Cai, T.3
-
20
-
-
84988001472
-
On Asymptotically Optimal Confidence Regions and Tests for High-dimensional Models
-
S.van de Geer, P.Buhlmann, Y.Ritov, and R.Dezeure, (2014), “On Asymptotically Optimal Confidence Regions and Tests for High-dimensional Models,” Annals of Statistics, 42, 1166–1201.
-
(2014)
Annals of Statistics
, vol.42
, pp. 1166-1201
-
-
van de Geer, S.1
Buhlmann, P.2
Ritov, Y.3
Dezeure, R.4
-
21
-
-
69049091975
-
High-Dimensional Variable Selection
-
L.Wasserman, and K.Roeder, (2009), “High-Dimensional Variable Selection,” Annals of Statistics, 37, 2178–2201.
-
(2009)
Annals of Statistics
, vol.37
, pp. 2178-2201
-
-
Wasserman, L.1
Roeder, K.2
-
22
-
-
84891835103
-
Confidence Intervals for Low Dimensional Parameters in High Dimensional Linear Models
-
C.-H.Zhang, and S.Zhang, (2014), “Confidence Intervals for Low Dimensional Parameters in High Dimensional Linear Models,” Journal of the Royal Statistical Society, Series B, 76, 217–242.
-
(2014)
Journal of the Royal Statistical Society, Series B
, vol.76
, pp. 217-242
-
-
Zhang, C.-H.1
Zhang, S.2
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