-
1
-
-
79951562611
-
-
[online]. Available at [469,470,474,475]
-
Bates, D.M. (2010), "lme4:Mixed-Effects ModelingWith R, " [online]. Available at http://lme4.r-forge.r-project. org/book/. [469,470,474,475]
-
(2010)
Lme4:Mixed-Effects ModelingWith R
-
-
Bates, D.M.1
-
2
-
-
80053204703
-
-
[online]. Available at [462]
-
Bates, D.M. (2011a), "Computational Methods for Mixed Models, " [online]. Available at http://cran.r-project. org/web/packages/lme4/vignettes/Theory.pdf. [462]
-
(2011)
Computational Methods for Mixed Models
-
-
Bates, D.M.1
-
3
-
-
77249122448
-
-
[online]. Available at [461,463]
-
Bates, D.M. (2011b), "Linear Mixed Model Implementation in lme4, " [online]. Available at http://cran.r-project.org/ web/packages/lme4/vignettes/Implementation.pdf. [461,463]
-
(2011)
Linear Mixed Model Implementation in lme4
-
-
Bates, D.M.1
-
5
-
-
80053013888
-
Coordinate Descent Algorithms for Nonconvex Penalized Regression, With Applications to Biological Feature Selection
-
[464]
-
Breheny, P., and Huang, J. (2011), "Coordinate Descent Algorithms for Nonconvex Penalized Regression, With Applications to Biological Feature Selection, " Annals of Applied Statistics, 5, 232-253. [464]
-
(2011)
Annals of Applied Statistics
, vol.5
, pp. 232-253
-
-
Breheny, P.1
Huang, J.2
-
6
-
-
0011241944
-
Approximate Inference in Generealized Linear Mixed Models
-
[460,469,470,474]
-
Breslow, N., and Clayton, D. G. (1993), "Approximate Inference in Generealized Linear Mixed Models, " Journal of the American Statistical Association, 88, 9-25. [460,469,470,474]
-
(1993)
Journal of the American Statistical Association
, vol.88
, pp. 9-25
-
-
Breslow, N.1
Clayton, D.G.2
-
7
-
-
3242708140
-
Least Angle Regression
-
[461,468]
-
Efron, B., Hastie, T., Johnstone, I., and Tibshirani, R. (2004), "Least Angle Regression, " The Annals of Statistics, 32, 407-499. [461,468]
-
(2004)
The Annals of Statistics
, vol.32
, pp. 407-499
-
-
Efron, B.1
Hastie, T.2
Johnstone, I.3
Tibshirani, R.4
-
8
-
-
77950537175
-
Regularization Paths for Generalized Linear Models via Coordinate Descent
-
[464,468,470]
-
Friedman, J., Hastie, T., and Tibshirani, R. (2010), "Regularization Paths for Generalized Linear Models via Coordinate Descent, " Journal of Statistical Software, 33, 1-22. [464,468,470]
-
(2010)
Journal of Statistical Software
, vol.33
, pp. 1-22
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
9
-
-
84893917298
-
Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation
-
(in press), [461]
-
Groll, A., and Tutz, G. (in press), "Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation, " Statistics and Computing. [461]
-
Statistics and Computing
-
-
Groll, A.1
Tutz, G.2
-
10
-
-
79959368569
-
Fixed and Random Effects Selection in Mixed Effects Models
-
[461]
-
Ibrahim, J. G., Zhu, H., Garcia, R. I., and Guo, R. (2010), "Fixed and Random Effects Selection in Mixed Effects Models, " Biometrics, 67, 495-503. [461]
-
(2010)
Biometrics
, vol.67
, pp. 495-503
-
-
Ibrahim, J.G.1
Zhu, H.2
Garcia, R.I.3
Guo, R.4
-
12
-
-
47749090885
-
Accuracy of Laplace Approximation for Discrete Response Mixed Models
-
[463]
-
Joe, H. (2008), "Accuracy of Laplace Approximation for Discrete Response Mixed Models, " Computational Statistics & Data Analysis, 52, 5066-5074. [463]
-
(2008)
Computational Statistics & Data Analysis
, vol.52
, pp. 5066-5074
-
-
Joe, H.1
-
13
-
-
35348854001
-
Variable Selection in Finite Mixture of Regression Models
-
[460]
-
Khalili, A., and Chen, J. (2007), "Variable Selection in Finite Mixture of Regression Models, " Journal of the American Statistical Association, 102, 1025-1038. [460]
-
(2007)
Journal of the American Statistical Association
, vol.102
, pp. 1025-1038
-
-
Khalili, A.1
Chen, J.2
-
14
-
-
84875395305
-
Fixed and Random Effects Selection in Nonparametric Additive Mixed Models
-
[461]
-
Lai, R., Huang, H.-C., and Lee, T. (2012), "Fixed and Random Effects Selection in Nonparametric Additive Mixed Models, " Electronic Journal of Statistics, 6, 810-842. [461]
-
(2012)
Electronic Journal of Statistics
, vol.6
, pp. 810-842
-
-
Lai, R.1
Huang, H.-C.2
Lee, T.3
-
16
-
-
0003646026
-
-
New York: Wiley. [460]
-
McCulloch, C. E., and Searle, S. R. (2001), Generalized, Linear, and Mixed Models, New York: Wiley. [460]
-
(2001)
Generalized, Linear, and Mixed Models
-
-
McCulloch, C.E.1
Searle, S.R.2
-
17
-
-
37849035696
-
The Group Lasso for Logistic Regression
-
[464,468]
-
Meier, L., van de Geer, S., and Bühlmann, P. (2008), "The Group Lasso for Logistic Regression, " Journal of the Royal Statistical Society, Series B, 70, 53-71. [464,468]
-
(2008)
Journal of the Royal Statistical Society, Series B
, vol.70
, pp. 53-71
-
-
Meier, L.1
van de Geer, S.2
Bühlmann, P.3
-
18
-
-
33747163541
-
High-Dimensional Graphs and Variable Selection With the Lasso
-
[468]
-
Meinshausen, N., and Bühlmann, P. (2006), "High-Dimensional Graphs and Variable Selection With the Lasso, " The Annals of Statistics, 34, 1436-1462. [468]
-
(2006)
The Annals of Statistics
, vol.34
, pp. 1436-1462
-
-
Meinshausen, N.1
Bühlmann, P.2
-
19
-
-
27744480132
-
-
New York: Springer. [460,463,470]
-
Molenberghs, G., and Verbeke, G. (2005), Models for Discrete Longitudinal Data, New York: Springer. [460,463,470]
-
(2005)
Models for Discrete Longitudinal Data
-
-
Molenberghs, G.1
Verbeke, G.2
-
20
-
-
77949718272
-
Variable Selection for Semiparametric MixedModels in Longitudinal Studies
-
[461]
-
Ni, X., Zhang, D., and Zhang, H. H. (2010), "Variable Selection for Semiparametric MixedModels in Longitudinal Studies, " Biometrics, 66, 79-88. [461]
-
(2010)
Biometrics
, vol.66
, pp. 79-88
-
-
Ni, X.1
Zhang, D.2
Zhang, H.H.3
-
21
-
-
34249029861
-
Penalized Model-Based Clustering With Application to Variable Selection
-
[460]
-
Pan, W., and Shen, X. (2007), "Penalized Model-Based Clustering With Application to Variable Selection, " Journal of Machine Learning Research, 8, 1145-1164. [460]
-
(2007)
Journal of Machine Learning Research
, vol.8
, pp. 1145-1164
-
-
Pan, W.1
Shen, X.2
-
22
-
-
34547849507
-
L1-Regularization Path Algorithm for Generalized Linear Models
-
[470,471]
-
Park, M., and Hastie, T. (2007), "L1-Regularization Path Algorithm for Generalized Linear Models, " Journal of the Royal Statistical Society, Series B, 69, 659-677. [470,471]
-
(2007)
Journal of the Royal Statistical Society, Series B
, vol.69
, pp. 659-677
-
-
Park, M.1
Hastie, T.2
-
23
-
-
79954986664
-
Estimation for High-Dimensional Linear Mixed-Effects Models Using _1-Penalization
-
[461,468,471]
-
Schelldorfer, J., Bühlmann, P., and van de Geer, S. (2011), "Estimation for High-Dimensional Linear Mixed-Effects Models Using _1-Penalization, " Scandinavian Journal of Statistics, 38, 197-214. [461,468,471]
-
(2011)
Scandinavian Journal of Statistics
, vol.38
, pp. 197-214
-
-
Schelldorfer, J.1
Bühlmann, P.2
van de Geer, S.3
-
25
-
-
77955057877
-
l1-Penalization for Mixture Regression Models
-
(with discussion), [460]
-
Städler, N., Bühlmann, P., and van de Geer, S. (2010), "l1-Penalization for Mixture Regression Models" (with discussion), Test, 19, 209-285. [460]
-
(2010)
Test
, vol.19
, pp. 209-285
-
-
Städler, N.1
Bühlmann, P.2
van de Geer, S.3
-
26
-
-
0025172155
-
Some Covariance Models for Longitudinal Count Data With Overdispersion
-
[474]
-
Thall, P., and Vail, S. (1990), "Some Covariance Models for Longitudinal Count Data With Overdispersion, " Biometrics, 46, 657-671. [474]
-
(1990)
Biometrics
, vol.46
, pp. 657-671
-
-
Thall, P.1
Vail, S.2
-
27
-
-
85194972808
-
Regression Shrinkage and Selection via the Lasso
-
[460,468]
-
Tibshirani, R. (1996), "Regression Shrinkage and Selection via the Lasso, " Journal of the Royal Statistical Society, Series B, 58, 267-288. [460,468]
-
(1996)
Journal of the Royal Statistical Society, Series B
, vol.58
, pp. 267-288
-
-
Tibshirani, R.1
-
28
-
-
46749146509
-
A Coordinate Gradient Descent Method for Nonsmooth Separable Minimization
-
[461,464,465,467]
-
Tseng, P., and Yun, S. (2009), "A Coordinate Gradient Descent Method for Nonsmooth Separable Minimization, " Mathematical Programming, Series B, 117, 387-423. [461,464,465,467]
-
(2009)
Mathematical Programming, Series B
, vol.117
, pp. 387-423
-
-
Tseng, P.1
Yun, S.2
-
29
-
-
51049121146
-
High-Dimensional Generalized Linear Models and the Lasso
-
[475]
-
van de Geer, S. (2008), "High-Dimensional Generalized Linear Models and the Lasso, " The Annals of Statistics, 36, 614-645. [475]
-
(2008)
The Annals of Statistics
, vol.36
, pp. 614-645
-
-
van de Geer, S.1
-
30
-
-
79960978269
-
The Adaptive and the Thresholded Lasso for Potentially Misspecified Models (and a Lower Bound for the Lasso)
-
[461,469]
-
van de Geer, S., Bühlmann, P., and Zhou, S. (2011), "The Adaptive and the Thresholded Lasso for Potentially Misspecified Models (and a Lower Bound for the Lasso), " Electronic Journal of Statistics, 5, 688-749. [461,469]
-
(2011)
Electronic Journal of Statistics
, vol.5
, pp. 688-749
-
-
van de Geer, S.1
Bühlmann, P.2
Zhou, S.3
-
32
-
-
77954603019
-
A Framework for Feature Selection in Clustering
-
[460]
-
Witten, D. M., and Tibshirani, R. (2010), "A Framework for Feature Selection in Clustering, " Journal of the American Statistical Association, 105, 713-726. [460]
-
(2010)
Journal of the American Statistical Association
, vol.105
, pp. 713-726
-
-
Witten, D.M.1
Tibshirani, R.2
-
33
-
-
80054768348
-
Penalized Classification Using Fisher's Linear Discriminant
-
[460]
-
Witten, D. M., and Tibshirani, R. (2011), "Penalized Classification Using Fisher's Linear Discriminant, " Journal of the Royal Statistical Society, Series B, 73, 753-772. [460]
-
(2011)
Journal of the Royal Statistical Society, Series B
, vol.73
, pp. 753-772
-
-
Witten, D.M.1
Tibshirani, R.2
-
34
-
-
84863879353
-
Coordinate Descent Algorithms for Lasso Penalized Regression
-
[464]
-
Wu, T., and Lange, K. (2008), "Coordinate Descent Algorithms for Lasso Penalized Regression, " Annals of Applied Statistics, 2, 224-244. [464]
-
(2008)
Annals of Applied Statistics
, vol.2
, pp. 224-244
-
-
Wu, T.1
Lange, K.2
-
35
-
-
78651299013
-
Consistent Model Selection for Marginal Generalized Additive Model for Correlated Data
-
[461]
-
Xue, L., Qu, A., and Zhou, J. (2010), "Consistent Model Selection for Marginal Generalized Additive Model for Correlated Data, " Journal of the American Statistical Association, 105, 1517-1530. [461]
-
(2010)
Journal of the American Statistical Association
, vol.105
, pp. 1517-1530
-
-
Xue, L.1
Qu, A.2
Zhou, J.3
-
38
-
-
33846114377
-
The Adaptive Lasso and Its Oracle Properties
-
[461,468]
-
Zou, H. (2006), "The Adaptive Lasso and Its Oracle Properties, " Journal of the American Statistical Association, 101, 1418-1429. [461,468]
-
(2006)
Journal of the American Statistical Association
, vol.101
, pp. 1418-1429
-
-
Zou, H.1
-
39
-
-
34548536008
-
On the 'Degrees of Freedom' of the Lasso
-
[469]
-
Zou, H., Hastie, T., and Tibshirani, R. (2007), "On the 'Degrees of Freedom' of the Lasso, " The Annals of Statistics, 35, 2173-2192. [469]
-
(2007)
The Annals of Statistics
, vol.35
, pp. 2173-2192
-
-
Zou, H.1
Hastie, T.2
Tibshirani, R.3
|