Ogutu JO - Search Results

1

Evaluation of approaches for estimating the accuracy of genomic prediction in plant breeding.

Ould Estaghvirou SB, Ogutu JO, Schulz-Streeck T, Knaak C, Ouzunova M, Gordillo A, Piepho HP. Ould Estaghvirou SB, et al. Among authors: ogutu jo. BMC Genomics. 2013 Dec 6;14:860. doi: 10.1186/1471-2164-14-860. BMC Genomics. 2013. PMID: 24314298 Free PMC article.

2

A comparison of random forests, boosting and support vector machines for genomic selection.

Ogutu JO, Piepho HP, Schulz-Streeck T. Ogutu JO, et al. BMC Proc. 2011 May 27;5 Suppl 3(Suppl 3):S11. doi: 10.1186/1753-6561-5-S3-S11. BMC Proc. 2011. PMID: 21624167 Free PMC article.

3

Pre-selection of markers for genomic selection.

Schulz-Streeck T, Ogutu JO, Piepho HP. Schulz-Streeck T, et al. Among authors: ogutu jo. BMC Proc. 2011 May 27;5 Suppl 3(Suppl 3):S12. doi: 10.1186/1753-6561-5-S3-S12. BMC Proc. 2011. PMID: 21624168 Free PMC article.

4

Genomic selection using regularized linear regression models: ridge regression, lasso, elastic net and their extensions.

Ogutu JO, Schulz-Streeck T, Piepho HP. Ogutu JO, et al. BMC Proc. 2012 May 21;6 Suppl 2(Suppl 2):S10. doi: 10.1186/1753-6561-6-S2-S10. Epub 2012 May 21. BMC Proc. 2012. PMID: 22640436 Free PMC article.

5

The distribution of large herbivore hotspots in relation to environmental and anthropogenic correlates in the Mara region of Kenya.

Bhola N, Ogutu JO, Said MY, Piepho HP, Olff H. Bhola N, et al. Among authors: ogutu jo. J Anim Ecol. 2012 Nov;81(6):1268-1287. doi: 10.1111/j.1365-2656.2012.02000.x. Epub 2012 May 28. J Anim Ecol. 2012. PMID: 22640527

6

Comparisons of single-stage and two-stage approaches to genomic selection.

Schulz-Streeck T, Ogutu JO, Piepho HP. Schulz-Streeck T, et al. Among authors: ogutu jo. Theor Appl Genet. 2013 Jan;126(1):69-82. doi: 10.1007/s00122-012-1960-1. Epub 2012 Aug 19. Theor Appl Genet. 2013. PMID: 22903736

7

A stage-wise approach for the analysis of multi-environment trials.

Piepho HP, Möhring J, Schulz-Streeck T, Ogutu JO. Piepho HP, et al. Among authors: ogutu jo. Biom J. 2012 Nov;54(6):844-60. doi: 10.1002/bimj.201100219. Epub 2012 Sep 25. Biom J. 2012. PMID: 23007738

8

Genome-based prediction of maize hybrid performance across genetic groups, testers, locations, and years.

Albrecht T, Auinger HJ, Wimmer V, Ogutu JO, Knaak C, Ouzunova M, Piepho HP, Schön CC. Albrecht T, et al. Among authors: ogutu jo. Theor Appl Genet. 2014 Jun;127(6):1375-86. doi: 10.1007/s00122-014-2305-z. Epub 2014 Apr 11. Theor Appl Genet. 2014. PMID: 24723140

9

Influence of outliers on accuracy estimation in genomic prediction in plant breeding.

Estaghvirou SB, Ogutu JO, Piepho HP. Estaghvirou SB, et al. Among authors: ogutu jo. G3 (Bethesda). 2014 Oct 1;4(12):2317-28. doi: 10.1534/g3.114.011957. G3 (Bethesda). 2014. PMID: 25273862 Free PMC article.

10

Regularized group regression methods for genomic prediction: Bridge, MCP, SCAD, group bridge, group lasso, sparse group lasso, group MCP and group SCAD.

Ogutu JO, Piepho HP. Ogutu JO, et al. BMC Proc. 2014 Oct 7;8(Suppl 5):S7. doi: 10.1186/1753-6561-8-S5-S7. eCollection 2014. BMC Proc. 2014. PMID: 25519521 Free PMC article.

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