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Results: 16

1.

From concepts, theory, and evidence of heterogeneity of treatment effects to methodological approaches: a primer.

Willke RJ, Zheng Z, Subedi P, Althin R, Mullins CD.

BMC Med Res Methodol. 2012 Dec 13;12:185. doi: 10.1186/1471-2288-12-185. Review.

PMID:
23234603
[PubMed - indexed for MEDLINE]
Free PMC Article
2.

On safari to Random Jungle: a fast implementation of Random Forests for high-dimensional data.

Schwarz DF, König IR, Ziegler A.

Bioinformatics. 2010 Jul 15;26(14):1752-8. doi: 10.1093/bioinformatics/btq257. Epub 2010 May 26. Erratum in: Bioinformatics. 2011 Feb 1;27(3):439.

PMID:
20505004
[PubMed - indexed for MEDLINE]
Free PMC Article
3.

Accounting for disease model uncertainty in mapping heterogeneous traits--a Bayesian model averaging approach.

Biswas S, Papachristou C.

Hum Hered. 2010;69(4):242-53. doi: 10.1159/000298285. Epub 2010 Mar 26.

PMID:
20339303
[PubMed - indexed for MEDLINE]
Free PMC Article
4.

Use of wrapper algorithms coupled with a random forests classifier for variable selection in large-scale genomic association studies.

Rodin AS, Litvinenko A, Klos K, Morrison AC, Woodage T, Coresh J, Boerwinkle E.

J Comput Biol. 2009 Dec;16(12):1705-18. doi: 10.1089/cmb.2008.0037.

PMID:
20047492
[PubMed - indexed for MEDLINE]
Free PMC Article
5.

Genetic variants in the cell cycle control pathways contribute to early onset colorectal cancer in Lynch syndrome.

Chen J, Etzel CJ, Amos CI, Zhang Q, Viscofsky N, Lindor NM, Lynch PM, Frazier ML.

Cancer Causes Control. 2009 Nov;20(9):1769-77. doi: 10.1007/s10552-009-9416-x. Epub 2009 Aug 19.

PMID:
19690970
[PubMed - indexed for MEDLINE]
Free PMC Article
6.

FastChi: an efficient algorithm for analyzing gene-gene interactions.

Zhang X, Zou F, Wang W.

Pac Symp Biocomput. 2009:528-39.

PMID:
19209728
[PubMed - indexed for MEDLINE]
Free PMC Article
7.

Integrated analysis of genetic and proteomic data identifies biomarkers associated with adverse events following smallpox vaccination.

Reif DM, Motsinger-Reif AA, McKinney BA, Rock MT, Crowe JE Jr, Moore JH.

Genes Immun. 2009 Mar;10(2):112-9. doi: 10.1038/gene.2008.80. Epub 2008 Oct 16.

PMID:
18923431
[PubMed - indexed for MEDLINE]
Free PMC Article
8.

CCL3L1-CCR5 genotype improves the assessment of AIDS Risk in HIV-1-infected individuals.

Kulkarni H, Agan BK, Marconi VC, O'Connell RJ, Camargo JF, He W, Delmar J, Phelps KR, Crawford G, Clark RA, Dolan MJ, Ahuja SK.

PLoS One. 2008 Sep 8;3(9):e3165. doi: 10.1371/journal.pone.0003165.

PMID:
18776933
[PubMed - indexed for MEDLINE]
Free PMC Article
9.

An information-theoretic analysis of genetics, gender and age in cancer patients.

Atwal GS, Rabadán R, Lozano G, Strong LC, Ruijs MW, Schmidt MK, van't Veer LJ, Nevanlinna H, Tommiska J, Aittomäki K, Bougeard G, Frebourg T, Levine AJ, Bond GL.

PLoS One. 2008 Apr 9;3(4):e1951. doi: 10.1371/journal.pone.0001951.

PMID:
18398474
[PubMed - indexed for MEDLINE]
Free PMC Article
10.

Association mapping of complex trait loci with context-dependent effects and unknown context variable.

Sillanpää MJ, Bhattacharjee M.

Genetics. 2006 Nov;174(3):1597-611. Epub 2006 Oct 8.

PMID:
17028339
[PubMed - indexed for MEDLINE]
Free PMC Article
11.

The challenge for genetic epidemiologists: how to analyze large numbers of SNPs in relation to complex diseases.

Heidema AG, Boer JM, Nagelkerke N, Mariman EC, van der A DL, Feskens EJ.

BMC Genet. 2006 Apr 21;7:23.

PMID:
16630340
[PubMed]
Free PMC Article
12.

Large recursive partitioning analysis of complex disease pharmacogenetic studies. II. Statistical considerations.

Zaykin DV, Young SS.

Pharmacogenomics. 2005 Jan;6(1):77-89. Review.

PMID:
15723608
[PubMed - indexed for MEDLINE]
Free PMC Article
13.

Screening large-scale association study data: exploiting interactions using random forests.

Lunetta KL, Hayward LB, Segal J, Van Eerdewegh P.

BMC Genet. 2004 Dec 10;5:32.

PMID:
15588316
[PubMed - indexed for MEDLINE]
Free PMC Article
14.

Gene mining: a novel and powerful ensemble decision approach to hunting for disease genes using microarray expression profiling.

Li X, Rao S, Wang Y, Gong B.

Nucleic Acids Res. 2004 May 17;32(9):2685-94. Print 2004.

PMID:
15148356
[PubMed - indexed for MEDLINE]
Free PMC Article
15.

Use of tree-based models to identify subgroups and increase power to detect linkage to cardiovascular disease traits.

Costello TJ, Swartz MD, Sabripour M, Gu X, Sharma R, Etzel CJ.

BMC Genet. 2003 Dec 31;4 Suppl 1:S66.

PMID:
14975134
[PubMed - indexed for MEDLINE]
Free PMC Article
16.

Automated detection of informative combined effects in genetic association studies of complex traits.

Tahri-Daizadeh N, Tregouet DA, Nicaud V, Manuel N, Cambien F, Tiret L.

Genome Res. 2003 Aug;13(8):1952-60.

PMID:
12902385
[PubMed - indexed for MEDLINE]
Free PMC Article

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