-
1
-
-
33746242092
-
Adapting to unknown sparsity by controlling the false discovery rate
-
DOI 10.1214/009053606000000074
-
Abramovich, F., Benjamini, Y., Donoho, D. L. and Johnstone, I. M. (2006). Adapting to unknown sparsity by controlling the false discovery rate. Ann. Statist. 34, 584-653. (Pubitemid 44091387)
-
(2006)
Annals of Statistics
, vol.34
, Issue.2
, pp. 584-653
-
-
Abramovich, F.1
Benjamini, Y.2
Donoho, D.L.3
Johnstone, I.M.4
-
2
-
-
0000501656
-
Information theory and an extension of the maximum likelihood principle
-
(Edited by B. N. Petrox and F. Caski),. Budapest: Akademiai Kiado
-
Akaike, H. (1973). Information theory and an extension of the maximum likelihood principle. In Second Int. Symp. Info. Theory (Edited by B. N. Petrox and F. Caski), 267-281. Budapest: Akademiai Kiado.
-
(1973)
Second Int. Symp. Info. Theory
, pp. 267-281
-
-
Akaike, H.1
-
3
-
-
0001677717
-
Controlling the false discovery rate - A practical and powerful approach to multiple testing
-
Benjamini, Y. and Hochberg, Y. (1995). Controlling the false discovery rate - A practical and powerful approach to multiple testing. J. Roy. Statist. Soc. Ser. B 57, 289-30.
-
(1995)
J. Roy. Statist. Soc. Ser. B
, vol.57
, pp. 289-30
-
-
Benjamini, Y.1
Hochberg, Y.2
-
4
-
-
3142698408
-
Modifying the Schwarz Bayesian information criterion to locate multiple interacting quantitative trait loci
-
DOI 10.1534/genetics.103.021683
-
Bogdan, M., Doerge, R. and Ghosh, J. K. (2004). Modifying the Schwarz Bayesian information criterion to locate multiple interacting quantitative trait loci. Genetics 167, 989-999. (Pubitemid 38931883)
-
(2004)
Genetics
, vol.167
, Issue.2
, pp. 989-999
-
-
Bogdan, M.1
Ghosh, J.K.2
Doerge, R.W.3
-
5
-
-
0036433546
-
A model selection approach for the identification of quantitative trait loci in experimental crosses
-
Broman, K. W. and Speed, T. P. (2002). A model selection approach for the identification of quantitative trait loci in experimental crosses. J. Roy. Statist. Soc. Ser. B 64, 641-656.
-
(2002)
J. Roy. Statist. Soc. Ser. B
, vol.64
, pp. 641-656
-
-
Broman, K.W.1
Speed, T.P.2
-
6
-
-
34548275795
-
The Dantzig selector: Statistical estimation when p is much larger than n
-
Candes, E. and Tao, T. (2007). The Dantzig selector: statistical estimation when p is much larger than n. Ann. Statist. 35, 2313-2351.
-
(2007)
Ann. Statist.
, vol.35
, pp. 2313-2351
-
-
Candes, E.1
Tao, T.2
-
7
-
-
50949108781
-
Extended Bayesian information criterion for model selection with large model space
-
Chen, J. and Chen, Z. (2008). Extended Bayesian information criterion for model selection with large model space. Biometrika, 94, 759-771.
-
(2008)
Biometrika
, vol.94
, pp. 759-771
-
-
Chen, J.1
Chen, Z.2
-
8
-
-
27644546712
-
Population structure, differential bias and genomic control in a large-scale, case-control association study
-
DOI 10.1038/ng1653, PII N1653
-
Clayton, D. G., Walker, N. M., Smyth, D. J., Pask, R., Cooper, J. D., Maier, L. M., Smink, L. J., Lam, A. C., Ovington, N. R., Stevens, H. E., Nutland, S., Howson, J. M. M., Faham, M., Moorhead, M., Jones, H. B., Falkowski, M., Hardenbol, P., Willis, T. D. and Todd, J. A. (2005). Population structure, differential bias and genomic control in a large-scale, case-control association study. Nature Genetics 30, 1243-1246. (Pubitemid 41568707)
-
(2005)
Nature Genetics
, vol.37
, Issue.11
, pp. 1243-1246
-
-
Clayton, D.G.1
Walker, N.M.2
Smyth, D.J.3
Pask, R.4
Cooper, J.D.5
Maier, L.M.6
Smink, L.J.7
Lam, A.C.8
Ovington, N.R.9
Stevens, H.E.10
Nutland, S.11
Howson, J.M.M.12
Faham, M.13
Moorhead, M.14
Jones, H.B.15
Falkowski, M.16
Hardenbol, P.17
Willis, T.D.18
Todd, J.A.19
-
9
-
-
34250263445
-
Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
-
Craven, P. and Wahba, G. (1979). Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation. Numer. Math. 31, 377-403.
-
(1979)
Numer. Math.
, vol.31
, pp. 377-403
-
-
Craven, P.1
Wahba, G.2
-
12
-
-
1542784498
-
Variable selection via non-concave penalized likelihood and its oracle properties
-
Fan, J. and Li, R. (2001). Variable selection via non-concave penalized likelihood and its oracle properties. J. Amer. Statist. Assoc. 96, 1348-6.
-
(2001)
J. Amer. Statist. Assoc.
, vol.96
, pp. 1348-6
-
-
Fan, J.1
Li, R.2
-
13
-
-
84878031768
-
Statistical challenges with high dimensionality: Feature selection in knowledge discovery
-
(Edited by M. Sanz-Sole, J. Soria, J. L. Varona, J. Verdera)
-
Fan, J. and Li, R. (2006). Statistical challenges with high dimensionality: Feature selection in knowledge discovery. In Proceedings of the International Congress of Mathematicians (Edited by M. Sanz-Sole, J. Soria, J. L. Varona, J. Verdera), Vol. III, 595-622.
-
(2006)
Proceedings of the International Congress of Mathematicians
, vol.3
, pp. 595-622
-
-
Fan, J.1
Li, R.2
-
14
-
-
21844523862
-
The risk inflation criterion for multiple regression
-
Foster, D. P. and George, E. I. (1994). The risk inflation criterion for multiple regression. Ann. Statist. 22, 1947-1975.
-
(1994)
Ann. Statist.
, vol.22
, pp. 1947-1975
-
-
Foster, D.P.1
George, E.I.2
-
15
-
-
77950537175
-
Regularization paths for generalized linear models via coordinate descent
-
Friedman, J., Hastie, T. and Tibshirani, R. (2010). Regularization paths for generalized linear models via coordinate descent. J. Statist. Soft. 33.
-
(2010)
J. Statist. Soft.
, pp. 33
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
16
-
-
0035214299
-
Trimming, weighting, and grouping SNPs in human case-control association studies
-
Hoh, J., Wille, A. and Ott, J. (2008). Trimming, weighting, and grouping SNPs in human case-control association studies. Genome Research 11, 2115-2119.
-
(2008)
Genome Research
, vol.11
, pp. 2115-2119
-
-
Hoh, J.1
Wille, A.2
Ott, J.3
-
17
-
-
51049087315
-
Fence methods for mixed model selection
-
Jiang, J., Rao, J. S., Gu, Z. and Nguyen T. (2008). Fence methods for mixed model selection. Ann. Statist. 36, 1669-1692.
-
(2008)
Ann. Statist.
, vol.36
, pp. 1669-1692
-
-
Jiang, J.1
Rao, J.S.2
Gu, Z.3
Nguyen, T.4
-
18
-
-
16844366786
-
Genome-wide strategies for detecting multiple loci that influence complex diseases
-
Marchini, J., Donnelly, P. and Cardon, L. R. (2005). Genome-wide strategies for detecting multiple loci that influence complex diseases. Nature Genetics 37, 413-417.
-
(2005)
Nature Genetics
, vol.37
, pp. 413-417
-
-
Marchini, J.1
Donnelly, P.2
Cardon, L.R.3
-
20
-
-
34547849507
-
L1-regularization path algorithm for generalized linear models
-
Park, M. Y. and Hastie, T. (2007). L1-regularization path algorithm for generalized linear models. J. Roy. Statist. Soc. Ser. B 69, 659-677.
-
(2007)
J. Roy. Statist. Soc. Ser. B
, vol.69
, pp. 659-677
-
-
Park, M.Y.1
Hastie, T.2
-
21
-
-
79951480123
-
-
R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria
-
R Development Core Team (2010). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria.
-
(2010)
R: A Language and Environment for Statistical Computing
-
-
-
22
-
-
0000120766
-
Estimating the dimension of a model
-
Schwarz, G. (1978). Estimating the dimension of a model. Ann. Statist. 6, 461-464.
-
(1978)
Ann. Statist.
, vol.6
, pp. 461-464
-
-
Schwarz, G.1
-
23
-
-
23344452415
-
Model selection in irregular problems: Application to mapping quantitative trait loci
-
Siegmund, D. (2004). Model selection in irregular problems: Application to mapping quantitative trait loci. Biometrika 91, 785-80.
-
(2004)
Biometrika
, vol.91
, pp. 785-80
-
-
Siegmund, D.1
-
24
-
-
19044391072
-
Gene expression correlates of clinical prostate cancer behavior
-
DOI 10.1016/S1535-6108(02)00030-2
-
Singh, D., Febbo, P. G., Ross, K., Jackson, D. G., Manola, J., Ladd, C., Tamayo, P., Renshaw, A. A., D'Amico, A. V., Richie, J. P., Lander, E. S., Loda, M., Kanto, P. W., Golub, T. R. and Sellers, W. R. (2002). Gene expression correlates of clinical prostate cancer behavior. Cancer Cell 1, 203-209. (Pubitemid 41039166)
-
(2002)
Cancer Cell
, vol.1
, Issue.2
, pp. 203-209
-
-
Singh, D.1
Febbo, P.G.2
Ross, K.3
Jackson, D.G.4
Manola, J.5
Ladd, C.6
Tamayo, P.7
Renshaw, A.A.8
D'Amico, A.V.9
Richie, J.P.10
Lander, E.S.11
Loda, M.12
Kantoff, P.W.13
Golub, T.R.14
Sellers, W.R.15
-
25
-
-
0000629975
-
Cross-validatory choice and assessment of statistical predictions (with discussion)
-
Stone, M. (1974). Cross-validatory choice and assessment of statistical predictions (with discussion). J. Roy. Statist. Soc. Ser. B 39, 111-147.
-
(1974)
J. Roy. Statist. Soc. Ser. B
, vol.39
, pp. 111-147
-
-
Stone, M.1
-
26
-
-
84969213492
-
Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls
-
TheWellcome Trust Case-Control Consortium.
-
TheWellcome Trust Case-Control Consortium. (2007). Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls. Nature 447, 661-678.
-
(2007)
Nature
, vol.447
, pp. 661-678
-
-
-
27
-
-
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
-
28
-
-
0037076272
-
Diagnosis of multiple cancer types by shrunken centroids of gene expression
-
DOI 10.1073/pnas.082099299
-
Tibshirani, R., Hastie, T., Narasimhan, B. and Chu, G. (2002). Diagnosis of multiple cancer types by shrunken centroids of gene expression. Proc. Natl. Acad. Sci. USA 99, 6567-6572. (Pubitemid 34526173)
-
(2002)
Proceedings of the National Academy of Sciences of the United States of America
, vol.99
, Issue.10
, pp. 6567-6572
-
-
Tibshirani, R.1
Hastie, T.2
Narasimhan, B.3
Chu, G.4
-
29
-
-
34548536572
-
Tuning parameter selectors for the smoothly clipped absolute deviation method
-
DOI 10.1093/biomet/asm053
-
Wang, H., Li, R. and Tsai, C.-L. (2007). Tuning parameter selectors for the smoothly clipped absolute deviation method. Biometrika 94, 553-568. (Pubitemid 47384250)
-
(2007)
Biometrika
, vol.94
, Issue.3
, pp. 553-568
-
-
Wang, H.1
Li, R.2
Tsai, C.-L.3
-
30
-
-
50949096321
-
The sparsity and bias of the LASSO selection in highdimensional linear regression
-
Zhang, C. H. and Huang, J. (2008). The sparsity and bias of the LASSO selection in highdimensional linear regression. Ann. Statist. 36, 1567-1594.
-
(2008)
Ann. Statist.
, vol.36
, pp. 1567-1594
-
-
Zhang, C.H.1
Huang, J.2
-
31
-
-
77952580367
-
Regularization parameter selections via generlized information criterions
-
Zhang, Y., Li, R. and Tsai, C.-L. (2010). Regularization parameter selections via generlized information criterions. J. Amer. Statist. Assoc. 105, 312-323.
-
(2010)
J. Amer. Statist. Assoc.
, vol.105
, pp. 312-323
-
-
Zhang, Y.1
Li, R.2
Tsai, C.-L.3
-
32
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
Zou, H. and Hastie, T. (2005). Regularization and variable selection via the elastic net. J. Roy. Statist. Soc. Ser. B 67, 301-32.
-
(2005)
J. Roy. Statist. Soc. Ser. B
, vol.67
, pp. 301-32
-
-
Zou, H.1
Hastie, T.2
|