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Items: 4

1.

Brain connectivity-informed regularization methods for regression.

Karas M, Brzyski D, Dzemidzic M, Goñi J, Kareken DA, Randolph TW, Harezlak J.

Stat Biosci. 2019 Apr;11(1):47-90. doi: 10.1007/s12561-017-9208-x. Epub 2017 Dec 6.

PMID:
31217828
2.

Group SLOPE - adaptive selection of groups of predictors.

Brzyski D, Gossmann A, Su W, Bogdan M.

J Am Stat Assoc. 2019;114(525):419-433. doi: 10.1080/01621459.2017.1411269. Epub 2018 Aug 6.

3.

A Sparse Regression Method for Group-Wise Feature Selection with False Discovery Rate Control.

Gossmann A, Cao S, Brzyski D, Zhao LJ, Deng HW, Wang YP.

IEEE/ACM Trans Comput Biol Bioinform. 2018 Jul-Aug;15(4):1066-1078. doi: 10.1109/TCBB.2017.2780106. Epub 2017 Dec 6.

4.

Controlling the Rate of GWAS False Discoveries.

Brzyski D, Peterson CB, Sobczyk P, Candès EJ, Bogdan M, Sabatti C.

Genetics. 2017 Jan;205(1):61-75. doi: 10.1534/genetics.116.193987. Epub 2016 Oct 26.

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