{"id":68,"date":"2019-05-03T15:23:29","date_gmt":"2019-05-03T15:23:29","guid":{"rendered":"https:\/\/agsci.colostate.edu\/dcr\/?page_id=68"},"modified":"2019-05-03T15:23:29","modified_gmt":"2019-05-03T15:23:29","slug":"guilherme-rosa","status":"publish","type":"page","link":"https:\/\/agsci.colostate.edu\/dcr\/guilherme-rosa\/","title":{"rendered":"Guilherme Rosa"},"content":{"rendered":"

[vc_row][vc_column][vc_column_text]<\/p>\n

Related Materials<\/h2>\n

Guilherme Rosa<\/a>, PhD, Associate Professor
\nCo-Project Director
\nUniversity of Wisconsin \u2013 Madison<\/a><\/h3>\n

Manuscripts<\/h4>\n

Morota G, Koyama M,\u00a0Rosa GJ<\/strong>, Weigel KA, Gianola D.<\/span>
\nPredicting complex traits using a diffusion kernel on genetic markers with an application to dairy cattle and wheat data.<\/a><\/span>
\nGenet Sel Evol. 2013 Jun 13;45:17. doi: 10.1186\/1297-9686-45-17. PubMed PMID: 23763755; PubMed Central PMCID: PMC3706293.<\/span><\/p>\n

Valente BD,\u00a0Rosa GJ<\/strong>, Gianola D, Wu XL, Weigel K.<\/span>
\nIs structural equation modeling advantageous for the genetic improvement of multiple traits?<\/a><\/span>
\nGenetics. 2013 Jul;194(3):561-72. doi: 10.1534\/genetics.113.151209. Epub 2013 Apr 22. PubMed PMID: 23608193; PubMed Central PMCID: PMC3697964.<\/span><\/p>\n

Pe\u00f1agaricano F, Weigel KA,\u00a0Rosa GJ<\/strong>, Khatib H.<\/span>
\nInferring quantitative trait pathways associated with bull fertility from a genome-wide association study.<\/a><\/span>
\nFront Genet. 2013 Jan 11;3:307. doi: 10.3389\/fgene.2012.00307. eCollection 2012. PubMed PMID: 23335935; PubMed Central PMCID: PMC3542705.<\/span><\/p>\n

Rosa GJ<\/strong>, Valente BD.<\/span>
\nBreeding and Genetics Symposium: inferring causal effects from observational data in livestock.\u00a0<\/a><\/span>
\nJ Anim Sci. 2013 Feb;91(2):553-64. doi: 10.2527\/jas.2012-5840. Epub 2012 Dec 10. Review. PubMed PMID: 23230107.<\/span>
\nRequest a copy of this atricle from the author\u00a0here<\/a>.<\/span><\/p>\n

Morota G, Valente BD,\u00a0Rosa GJ<\/strong>, Weigel KA, Gianola D.<\/span>
\nAn assessment of linkage disequilibrium in Holstein cattle using a Bayesian network.\u00a0<\/a><\/span>
\nJ Anim Breed Genet. 2012 Dec;129(6):474-87. doi: 10.1111\/jbg.12002. Epub 2012 Sep 13. PubMed PMID: 23148973<\/span><\/p>\n

Wu XL, Sun C, Beissinger TM,\u00a0Rosa GJ<\/strong>, Weigel KA, Gatti Nde L, Gianola D.<\/span>
\nParallel Markov chain Monte Carlo \u2013 bridging the gap to high-performance Bayesian computation in animal breeding and genetics.\u00a0<\/a><\/span>
\nGenet Sel Evol. 2012 Sep 25;44:29. doi: 10.1186\/1297-9686-44-29. PubMed PMID: 23009363; PubMed Central PMCID: PMC3517397.<\/span><\/p>\n

Rosa GJ<\/strong>.<\/span>
\nGrand challenge in livestock genomics: for food, for medicine, for the environment, for knowledge.\u00a0<\/a><\/span>
\nFront Genet. 2011 Jul 11;2:34. doi: 10.3389\/fgene.2011.00034. eCollection 2011. PubMed PMID: 22303330; PubMed Central PMCID: PMC3268588.<\/span>
\nRequest a copy of this atricle from the author\u00a0here<\/a>.<\/span><\/p>\n

Long N, Gianola D,\u00a0Rosa GJ<\/strong>, Weigel KA.<\/span>
\nDimension reduction and variable selection for genomic selection: application to predicting milk yield in Holsteins.<\/a><\/span>
\nJ Anim Breed Genet. 2011 Aug;128(4):247-57. doi: 10.1111\/j.1439-0388.2011.00917.x. Epub 2011 Mar 28. PubMed PMID: 21749471.<\/span><\/p>\n

Long N, Gianola D,\u00a0Rosa GJ<\/strong>, Weigel KA.<\/span>
\nApplication of support vector regression to genome-assisted prediction of quantitative traits.\u00a0<\/a><\/span>
\nTheor Appl Genet. 2011 Nov;123(7):1065-74. doi: 10.1007\/s00122-011-1648-y. Epub 2011 Jul 8. PubMed PMID: 21739137.<\/span><\/p>\n

Long N, Gianola D,\u00a0Rosa GJ<\/strong>, Weigel KA.<\/span>
\nMarker-assisted prediction of non-additive genetic values.\u00a0<\/a><\/span>
\nGenetica. 2011 Jul;139(7):843-54. doi: 10.1007\/s10709-011-9588-7. Epub 2011 Jun 15. PubMed PMID: 21674154.<\/span><\/p>\n

Long N, Gianola D,\u00a0Rosa GJ<\/strong>, Weigel KA.<\/span>
\nLong-term impacts of genome-enabled selection.\u00a0<\/a><\/span>
\nJ Appl Genet. 2011 Nov;52(4):467-80. doi: 10.1007\/s13353-011-0053-1. Epub 2011 May 17. PubMed PMID: 21584728.<\/span><\/p>\n

Rosa GJ<\/strong>, Valente BD, de los Campos G, Wu XL, Gianola D, Silva MA.<\/span>
\nInferring causal phenotype networks using structural equation models.\u00a0<\/a><\/span>
\nGenet Sel Evol. 2011 Feb 10;43:6. doi: 10.1186\/1297-9686-43-6. PubMed PMID: 21310061; PubMed Central PMCID: PMC3056759.<\/span>
\nRequest a copy of this atricle from the author\u00a0here<\/a>.<\/span><\/p>\n

Vazquez AI,\u00a0Rosa GJ<\/strong>, Weigel KA, de los Campos G, Gianola D, Allison DB.<\/span>
\nPredictive ability of subsets of single nucleotide polymorphisms with and without parent average in US Holsteins.\u00a0<\/a><\/span>
\nJ Dairy Sci. 2010 Dec;93(12):5942-9. doi: 10.3168\/jds.2010-3335. Erratum in: J Dairy Sci. 2011 Jan;94(1):537. PubMed PMID: 21094768; PubMed Central PMCID: PMC3207239.<\/span><\/p>\n

Weigel KA, de Los Campos G, Vazquez AI,\u00a0Rosa GJ<\/strong>, Gianola D, Van Tassell CP.<\/span>
\nAccuracy of direct genomic values derived from imputed single nucleotide polymorphism genotypes in Jersey cattle.\u00a0<\/a><\/span>
\nJ Dairy Sci. 2010 Nov;93(11):5423-35. doi: 10.3168\/jds.2010-3149. PubMed PMID: 20965358.<\/span><\/p>\n

De los Campos G, Gianola D,\u00a0Rosa GJ<\/strong>, Weigel KA, Crossa J.<\/span>
\nSemi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods.\u00a0<\/a><\/span>
\nGenet Res (Camb). 2010 Aug;92(4):295-308. doi: 10.1017\/S0016672310000285. PubMed PMID: 20943010.<\/span><\/p>\n

Long N, Gianola D,\u00a0Rosa GJ<\/strong>, Weigel KA, Kranis A, Gonz\u00e1lez-Recio O.<\/span>
\nRadial basis function regression methods for predicting quantitative traits using SNP markers.<\/a><\/span>
\nGenet Res (Camb). 2010 Jun;92(3):209-25. doi: 10.1017\/S0016672310000157. PubMed PMID: 20667165.<\/span><\/p>\n

Huang W, Kirkpatrick BW,\u00a0Rosa GJ<\/strong>, Khatib H.<\/span>
\nA genome-wide association study using selective DNA pooling identifies candidate markers for fertility in Holstein cattle.\u00a0<\/a><\/span>
\nAnim Genet. 2010 Dec;41(6):570-8. doi: 10.1111\/j.1365-2052.2010.02046.x. PubMed PMID: 20394602.<\/span><\/p>\n

de Maturana EL, de los Campos G, Wu XL, Gianola D, Weigel KA,\u00a0Rosa GJ<\/strong>.<\/span>
\nModeling relationships between calving traits: a comparison between standard and recursive mixed models.\u00a0<\/a><\/span>
\nGenet Sel Evol. 2010 Jan 25;42:1. doi: 10.1186\/1297-9686-42-1. PubMed PMID: 20100345; PubMed Central PMCID: PMC2830933.<\/span><\/p>\n

Wu XL, Gianola D,\u00a0Rosa GJ<\/strong>, Weigel KA.<\/span>
\nBayesian model averaging for evaluation of candidate gene effects.\u00a0<\/a><\/span>
\nGenetica. 2010 Mar;138(3):395-407. doi: 10.1007\/s10709-009-9433-4. Epub 2010 Jan 5. PubMed PMID: 20049510.<\/span><\/p>\n

Vazquez AI, Bates DM,\u00a0Rosa GJ<\/strong>, Gianola D, Weigel KA.<\/span>
\nTechnical note: an R package for fitting generalized linear mixed models in animal breeding.\u00a0<\/a><\/span>
\nJ Anim Sci. 2010 Feb;88(2):497-504. doi: 10.2527\/jas.2009-1952. Epub 2009 Oct 9. PubMed PMID: 19820058.<\/span><\/p>\n

Weigel KA, de los Campos G, Gonz\u00e1lez-Recio O, Naya H, Wu XL, Long N,\u00a0Rosa GJ<\/strong>, Gianola D.<\/span>
\nPredictive ability of direct genomic values for lifetime net merit of Holstein sires using selected subsets of single nucleotide polymorphism markers.<\/a><\/span>
\nJ Dairy Sci. 2009 Oct;92(10):5248-57. doi: 10.3168\/jds.2009-2092. PubMed PMID: 19762843.<\/span><\/p>\n

Vazquez AI, Weigel KA, Gianola D, Bates DM, Perez-Cabal MA,\u00a0Rosa GJ<\/strong>, Chang YM.<\/span>
\nPoisson versus threshold models for genetic analysis of clinical mastitis in US Holsteins.\u00a0<\/a><\/span>
\nJ Dairy Sci. 2009 Oct;92(10):5239-47. doi: 10.3168\/jds.2009-2085. PubMed PMID: 19762842.<\/span><\/p>\n

Forni S, Gianola D,\u00a0Rosa GJ<\/strong>.<\/span>
\nPredictive ability and covariance parameters of dynamic linear models for analysis of longitudinal traits.\u00a0<\/a><\/span>
\nJ Anim Sci. 2009 Dec;87(12):3854-64. doi: 10.2527\/jas.2008-1515. Epub 2009 Aug 14. PubMed PMID: 19684263.<\/span><\/p>\n

Forni S, Gianola D,\u00a0Rosa GJ<\/strong>, de Los Campos G.<\/span>
\nA dynamic linear model for genetic analysis of longitudinal traits.\u00a0<\/a><\/span>
\nJ Anim Sci. 2009 Dec;87(12):3845-53. doi: 10.2527\/jas.2008-1514. Epub 2009 Aug 14. PubMed PMID: 19684262.<\/span><\/p>\n

de Maturana EL, Gianola D,\u00a0Rosa GJ<\/strong>, Weigel KA.<\/span>
\nPredictive ability of models for calving difficulty in US Holsteins.\u00a0<\/a><\/span>
\nJ Anim Breed Genet. 2009 Jun;126(3):179-88. doi: 10.1111\/j.1439-0388.2008.00792.x. PubMed PMID: 19646146.<\/span><\/p>\n

Driver AM, Huang W, Gajic S, Monson RL,\u00a0Rosa GJ<\/strong>, Khatib H.<\/span>
\nShort communication: Effects of the progesterone receptor variants on fertility traits in cattle.\u00a0<\/a><\/span>
\nJ Dairy Sci. 2009 Aug;92(8):4082-5. doi: 10.3168\/jds.2009-2013. PubMed PMID: 19620692.<\/span><\/p>\n

de Maturana EL, Wu XL, Gianola D, Weigel KA,\u00a0Rosa GJ<\/strong>.<\/span>
\nExploring biological relationships between calving traits in primiparous cattle with a Bayesian recursive model.<\/a><\/span>
\nGenetics. 2009 Jan;181(1):277-87. doi: 10.1534\/genetics.108.094888. Epub 2008 Nov 3. PubMed PMID: 18984571; PubMed Central PMCID: PMC2621175.<\/span><\/p>\n

Presentations<\/h3>\n

P. J. Pinedo,\u00a0G. J. M. Rosa<\/strong>, W. W. Thatcher, and J.E.P. Santos<\/span>
\nGenomic Selection for Improved Fertility of Dairy Cows<\/a>.\u00a0\u00a0Accompanying Slides<\/a>.<\/span>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

[vc_row][vc_column][vc_column_text] Related Materials Guilherme Rosa, PhD, Associate Professor Co-Project Director University of Wisconsin \u2013 Madison Manuscripts Morota G, Koyama M,\u00a0Rosa GJ, Weigel KA, Gianola D. Predicting complex traits using a diffusion kernel on genetic markers with an application to dairy cattle and wheat data. Genet Sel Evol. 2013 Jun 13;45:17. doi: 10.1186\/1297-9686-45-17. PubMed PMID: 23763755;…<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-68","page","type-page","status-publish","hentry"],"yoast_head":"\nGuilherme Rosa - DCR<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/agsci.colostate.edu\/dcr\/guilherme-rosa\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Guilherme Rosa - DCR\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][vc_column_text] Related Materials Guilherme Rosa, PhD, Associate Professor Co-Project Director University of Wisconsin \u2013 Madison Manuscripts Morota G, Koyama M,\u00a0Rosa GJ, Weigel KA, Gianola D. Predicting complex traits using a diffusion kernel on genetic markers with an application to dairy cattle and wheat data. Genet Sel Evol. 2013 Jun 13;45:17. doi: 10.1186\/1297-9686-45-17. 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Predicting complex traits using a diffusion kernel on genetic markers with an application to dairy cattle and wheat data. Genet Sel Evol. 2013 Jun 13;45:17. doi: 10.1186\/1297-9686-45-17. 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