-
1
-
-
62349112885
-
Covariance Regularization by Thresholding
-
[701]
-
Bickel, P., and Levina, E. (2008), "Covariance Regularization by Thresholding," The Annals of Statistics, 36, 2577-2604.[701]
-
(2008)
The Annals of Statistics
, vol.36
, pp. 2577-2604
-
-
Bickel, P.1
Levina, E.2
-
2
-
-
3242708140
-
Least Angle Regression
-
(with discussion), [703]
-
Efron, B., Hastie, T., Johnstone, I., and Tibshirani, R. (2004), "Least Angle Regression" (with discussion), The Annals of Statistics, 32, 407-499.[703]
-
(2004)
The Annals of Statistics
, vol.32
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
3
-
-
62349123505
-
Operator Norm Consistent Estimation of Large- Dimensional Sparse Covariance Matrices
-
[701]
-
El Karoui, N. (2008), "Operator Norm Consistent Estimation of Large- Dimensional Sparse Covariance Matrices," The Annals of Statistics, 36, 2717-2756.[701]
-
(2008)
The Annals of Statistics
, vol.36
, pp. 2717-2756
-
-
El Karoui, N.1
-
4
-
-
55349144848
-
High-Dimensional Covariance Matrix Estimation Using a Factor Model
-
[701]
-
Fan, J., Fan, Y., and Lv, J. (2008), "High-Dimensional Covariance Matrix Estimation Using a Factor Model," Econometrics, 147, 186-197.[701]
-
(2008)
Econometrics
, vol.147
, pp. 186-197
-
-
Fan, J.1
Fan, Y.2
Lv, J.3
-
5
-
-
34250768880
-
Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function
-
[707]
-
Fan, J., Huang, T., and Li, R. (2007), "Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function," Journal of the American Statistical Association, 102, 632-641.[707]
-
(2007)
Journal of the American Statistical Association
, vol.102
, pp. 632-641
-
-
Fan, J.1
Huang, T.2
Li, R.3
-
6
-
-
1542784498
-
Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties
-
[702,703]
-
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.[702,703]
-
(2001)
Journal of the American Statistical Association
, vol.96
, pp. 1348-1360
-
-
Fan, J.1
Li, R.2
-
7
-
-
4944267519
-
New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis
-
[707]
-
Fan, J., and Li, R. (2004), "New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis," Journal of the American Statistical Association, 99, 710-723.[707]
-
(2004)
Journal of the American Statistical Association
, vol.99
, pp. 710-723
-
-
Fan, J.1
Li, R.2
-
8
-
-
0000414660
-
Large Sample Properties of Generalized Method of Moments Estimators
-
[702,704]
-
Hansen, L. (1982), "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, 50, 1029-1054.[702,704]
-
(1982)
Econometrica
, vol.50
, pp. 1029-1054
-
-
Hansen, L.1
-
9
-
-
63149190796
-
Working-Correlation-Structure Identification in Generalized Estimating Equations
-
[708]
-
Hin, L. Y., and Wang, Y. G. (2009), "Working-Correlation-Structure Identification in Generalized Estimating Equations," Statistics in Medicine, 28, 642-658.[708]
-
(2009)
Statistics in Medicine
, vol.28
, pp. 642-658
-
-
Hin, L.Y.1
Wang, Y.G.2
-
10
-
-
34147222612
-
Estimation of Large Covariance Matrices of Longitudinal Data With Basis Function Approximations
-
[701]
-
Huang, J. Z., Liu, L., and Liu, N. (2007), "Estimation of Large Covariance Matrices of Longitudinal Data With Basis Function Approximations," Journal of Computational and Graphical Statistics, 16, 189-209.[701]
-
(2007)
Journal of Computational and Graphical Statistics
, vol.16
, pp. 189-209
-
-
Huang, J.Z.1
Liu, L.2
Liu, N.3
-
11
-
-
33644986127
-
Covariance Selection and Estimation via Penalised Normal Likelihood
-
[701]
-
Huang, J. Z., Liu, N., Pourahmadi, M., and Liu, L. (2006), "Covariance Selection and Estimation via Penalised Normal Likelihood," Biometrika, 93, 85-98.[701]
-
(2006)
Biometrika
, vol.93
, pp. 85-98
-
-
Huang, J.Z.1
Liu, N.2
Pourahmadi, M.3
Liu, L.4
-
12
-
-
0011799801
-
Varying-Coefficient Models and Basis Function Approximations for the Analysis of Repeated Measurements
-
[707]
-
Huang, J. Z., Wu, C. O., and Zhou, L. (2002), "Varying-Coefficient Models and Basis Function Approximations for the Analysis of Repeated Measurements," Biometrika, 89, 111-128.[707]
-
(2002)
Biometrika
, vol.89
, pp. 111-128
-
-
Huang, J.Z.1
Wu, C.O.2
Zhou, L.3
-
13
-
-
62349114549
-
Sparse Estimation of Large Covariance Matrices via Nested Lasso Penalty
-
[701]
-
Levina, E., Rothman, A. J., and Zhu, J. (2008), "Sparse Estimation of Large Covariance Matrices via Nested Lasso Penalty," The Annals of Applied Statistics, 2, 245-263.[701]
-
(2008)
The Annals of Applied Statistics
, vol.2
, pp. 245-263
-
-
Levina, E.1
Rothman, A.J.2
Zhu, J.3
-
14
-
-
77649173768
-
Longitudinal Data Analysis Using Generalised Linear Models
-
[702]
-
Liang, K. Y., and Zeger, S. L. (1986), "Longitudinal Data Analysis Using Generalised Linear Models," Biometrika, 73, 13-22.[702]
-
(1986)
Biometrika
, vol.73
, pp. 13-22
-
-
Liang, K.Y.1
Zeger, S.L.2
-
15
-
-
3543023777
-
Equivalent Kernels of Smoothing Splines in Nonparametric Regression for Clustered Data
-
[701]
-
Lin, X., Wang, N., Welsh, A., and Carroll, R. J. (2004), "Equivalent Kernels of Smoothing Splines in Nonparametric Regression for Clustered Data," Biometrika, 91, 177-193.[701]
-
(2004)
Biometrika
, vol.91
, pp. 177-193
-
-
Lin, X.1
Wang, N.2
Welsh, A.3
Carroll, R.J.4
-
16
-
-
0035102570
-
Akaike's Information Criterion in Generalized Estimating Equations
-
[708]
-
Pan, W. (2001), "Akaike's Information Criterion in Generalized Estimating Equations," Biometrics, 57, 120-125.[708]
-
(2001)
Biometrics
, vol.57
, pp. 120-125
-
-
Pan, W.1
-
17
-
-
33745271377
-
Quadratic Inference Functions for Varying Coefficient Models With Longitudinal Data
-
[707]
-
Qu, A., and Li, R. (2006), "Quadratic Inference Functions for Varying Coefficient Models With Longitudinal Data," Biometrics, 62, 379-391.[707]
-
(2006)
Biometrics
, vol.62
, pp. 379-391
-
-
Qu, A.1
Li, R.2
-
18
-
-
0141754343
-
Improving Generalised Estimating Equations Using Quadratic Inference Functions
-
[702,705]
-
Qu, A., Lindsay, B. G., and Li, B. (2000), "Improving Generalised Estimating Equations Using Quadratic Inference Functions," Biometrika, 87, 823-836.[702,705]
-
(2000)
Biometrika
, vol.87
, pp. 823-836
-
-
Qu, A.1
Lindsay, B.G.2
Li, B.3
-
19
-
-
77952574811
-
Highly Efficient Aggregate Unbiased Estimating Functions Approach for Correlated Data with Missing at Random
-
[704]
-
Qu, A., Lindsay, B. G., and Lu, L. (2010), "Highly Efficient Aggregate Unbiased Estimating Functions Approach for Correlated Data with Missing at Random," Journal of the American Statistical Association, 105, 194-204.[704]
-
(2010)
Journal of the American Statistical Association
, vol.105
, pp. 194-204
-
-
Qu, A.1
Lindsay, B.G.2
Lu, L.3
-
20
-
-
70350337963
-
Generalized Thresholding of Large Covariance Matrices
-
[701]
-
Rothman, A. J., Levina, E., and Zhu, J. (2009), "Generalized Thresholding of Large Covariance Matrices," Journal of the American Statistical Association, 104, 177-186.[701]
-
(2009)
Journal of the American Statistical Association
, vol.104
, pp. 177-186
-
-
Rothman, A.J.1
Levina, E.2
Zhu, J.3
-
21
-
-
34548536572
-
Tuning Parameter Selectors for the Smoothly Clipped Absolute Deviation Method
-
[703]
-
Wang, H., Li, R., and Tsai, C.-L. (2007), "Tuning Parameter Selectors for the Smoothly Clipped Absolute Deviation Method," Biometrika, 94, 553-568.[703]
-
(2007)
Biometrika
, vol.94
, pp. 553-568
-
-
Wang, H.1
Li, R.2
Tsai, C.-L.3
-
22
-
-
58149330577
-
Consistent Model Selection and Data- Driven Tests for Longitudinal Data in the Estimating Equation Approach
-
Series B, [703]
-
Wang, L., and Qu, A. (2009), "Consistent Model Selection and Data- Driven Tests for Longitudinal Data in the Estimating Equation Approach," Journal of the Royal Statistical Society, Series B, 71, 177-190.[703]
-
(2009)
Journal of the Royal Statistical Society
, vol.71
, pp. 177-190
-
-
Wang, L.1
Qu, A.2
-
23
-
-
3543029715
-
Marginal Nonparametric Kernel Regression Accounting for Within-Subject Correlation
-
[701]
-
Wang, N. (2003), "Marginal Nonparametric Kernel Regression Accounting for Within-Subject Correlation," Biometrika, 90, 43-52.[701]
-
(2003)
Biometrika
, vol.90
, pp. 43-52
-
-
Wang, N.1
-
24
-
-
14944358963
-
Efficient Semiparametric Marginal Estimation for Longitudinal/Clustered Data
-
[701]
-
Wang, N., Carroll, R. J., and Lin, X. (2005), "Efficient Semiparametric Marginal Estimation for Longitudinal/Clustered Data," Journal of the American Statistical Association, 100, 147-157.[701]
-
(2005)
Journal of the American Statistical Association
, vol.100
, pp. 147-157
-
-
Wang, N.1
Carroll, R.J.2
Lin, X.3
-
25
-
-
0016335739
-
Quasi-Likelihood Functions, Generalised Linear Models and the Gauss-Newton Method
-
[702]
-
Wedderburn, R. W. M. (1974), "Quasi-Likelihood Functions, Generalised Linear Models and the Gauss-Newton Method," Biometrika, 61, 439-488.[702]
-
(1974)
Biometrika
, vol.61
, pp. 439-488
-
-
Wedderburn, R.W.M.1
-
26
-
-
77952580367
-
Regularization Parameter Selections via Generalized Information Criterion
-
[703]
-
Zhang, Y., Li, R., and Tsai, C.-L. (2010), "Regularization Parameter Selections via Generalized Information Criterion," Journal of the American Statistical Association, 105, 312-323.[703]
-
(2010)
Journal of the American Statistical Association
, vol.105
, pp. 312-323
-
-
Zhang, Y.1
Li, R.2
Tsai, C.-L.3
-
27
-
-
33846114377
-
The Adaptive LASSO and Its Oracle Properties
-
[703]
-
Zou, H. (2006), "The Adaptive LASSO and Its Oracle Properties," Journal of the American Statistical Association, 101, 1418-1429.[703]
-
(2006)
Journal of the American Statistical Association
, vol.101
, pp. 1418-1429
-
-
Zou, H.1
-
28
-
-
51049104549
-
One-Step Sparse Estimates in Nonconcave Penalized Likelihood Models (with discussion)
-
[703]
-
Zou, H., and Li, R. (2008), "One-Step Sparse Estimates in Nonconcave Penalized Likelihood Models (with discussion)," The Annals of Statistics, 36, 1509-1533.[703]
-
(2008)
The Annals of Statistics
, vol.36
, pp. 1509-1533
-
-
Zou, H.1
Li, R.2
|