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Items: 1 to 20 of 114

1.

A note on the effect on power of score tests via dimension reduction by penalized regression under the null.

Martinez JG, Carroll RJ, Muller S, Sampson JN, Chatterjee N.

Int J Biostat. 2010 Mar 29;6(1):Article 12. doi: 10.2202/1557-4679.1231.

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Collaborative double robust targeted maximum likelihood estimation.

van der Laan MJ, Gruber S.

Int J Biostat. 2010 May 17;6(1):Article 17. doi: 10.2202/1557-4679.1181.

4.

Adaptive tests for detecting gene-gene and gene-environment interactions.

Pan W, Basu S, Shen X.

Hum Hered. 2011;72(2):98-109. doi: 10.1159/000330632. Epub 2011 Sep 16.

5.

Estimation and variable selection via frailty models with penalized likelihood.

Androulakis E, Koukouvinos C, Vonta F.

Stat Med. 2012 Sep 10;31(20):2223-39. doi: 10.1002/sim.5325. Epub 2012 Mar 15.

PMID:
22419584
6.

The lasso for high dimensional regression with a possible change point.

Lee S, Seo MH, Shin Y.

J R Stat Soc Series B Stat Methodol. 2016 Jan;78(1):193-210. Epub 2015 Feb 15.

7.

Targeted estimation of nuisance parameters to obtain valid statistical inference.

van der Laan MJ.

Int J Biostat. 2014;10(1):29-57. doi: 10.1515/ijb-2012-0038.

PMID:
24516006
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Multilocus association testing with penalized regression.

Basu S, Pan W, Shen X, Oetting WS.

Genet Epidemiol. 2011 Dec;35(8):755-65. doi: 10.1002/gepi.20625. Epub 2011 Sep 15.

10.

Mapping haplotype-haplotype interactions with adaptive LASSO.

Li M, Romero R, Fu WJ, Cui Y.

BMC Genet. 2010 Aug 27;11:79. doi: 10.1186/1471-2156-11-79.

11.

High-dimensional Cox models: the choice of penalty as part of the model building process.

Benner A, Zucknick M, Hielscher T, Ittrich C, Mansmann U.

Biom J. 2010 Feb;52(1):50-69. doi: 10.1002/bimj.200900064.

PMID:
20166132
12.

On the robustness of the adaptive lasso to model misspecification.

Lu W, Goldberg Y, Fine JP.

Biometrika. 2012 Sep;99(3):717-731. Epub 2012 Jul 11.

13.

Variable Selection with Prior Information for Generalized Linear Models via the Prior LASSO Method.

Jiang Y, He Y, Zhang H.

J Am Stat Assoc. 2016;111(513):355-376. Epub 2016 May 5.

PMID:
27217599
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CALIBRATING NON-CONVEX PENALIZED REGRESSION IN ULTRA-HIGH DIMENSION.

Wang L, Kim Y, Li R.

Ann Stat. 2013 Oct 1;41(5):2505-2536.

17.

Identifying genetic marker sets associated with phenotypes via an efficient adaptive score test.

Cai T, Lin X, Carroll RJ.

Biostatistics. 2012 Sep;13(4):776-90. doi: 10.1093/biostatistics/kxs015. Epub 2012 Jun 25.

18.

ADAPTIVE ROBUST VARIABLE SELECTION.

Fan J, Fan Y, Barut E.

Ann Stat. 2014 Feb 1;42(1):324-351.

19.

Variable selection in monotone single-index models via the adaptive LASSO.

Foster JC, Taylor JM, Nan B.

Stat Med. 2013 Sep 30;32(22):3944-54. doi: 10.1002/sim.5834. Epub 2013 May 6.

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