Statistical Methods - Linear and Nonlinear Models: Prediction

Tuesday, August 19, 2014: 10:30 AM-12:00 PM
Bayshore Grand Ballroom A (The Westin Bayshore)
Moderator:
Marco C.A.M. Bink
10:30 AM
206
Using Random Forests (RF) To Prescreen Candidate Genes: A New Prospective for GWAS
Yutao Li, CSIRO Animal, Food and Health Sciences; James Kijas, CSIRO Animal, Food and Health Sciences; John M Henshall, Food Futures Flagship, CSIRO Animal, Food and Health Sciences; Sigrid A Lehnert, CSIRO Food Futures Flagship; Russell McCulloch, Food Futures Flagship, CSIRO Animal, Food and Health Sciences; Anthony Reverter-Gomez, Food Futures Flagship, CSIRO Animal, Food and Health Sciences
10:45 AM
207
Genomic prediction of health traits in humans: demonstrating the value of marker selection
Mairead L Bermingham, MRC Human Genetics Unit, MRC IGMM, University of Edinburgh; Ricardo Pong-Wong, The Roslin Institute and R(D)SVS, University of Edinburgh; Athina Spiliopoulou, MRC Human Genetics Unit, MRC IGMM, University of Edinburgh; Caroline Hayward, MRC Human Genetics Unit, MRC IGMM, University of Edinburgh; Igor Rudan, Centre for Population Health Sciences, University of Edinburgh; Harry Campbell, Centre for Population Health Sciences, University of Edinburgh; Alan F Wright, MRC Human Genetics Unit, MRC IGMM, University of Edinburgh; James F Wilson, Centre for Population Health Sciences, University of Edinburgh; Felix V Agakov, Pharmatics Limited; Pau Navarro, MRC Human Genetics Unit, MRC IGMM, University of Edinburgh; Chris Haley, MRC Human Genetics Unit, MRC IGMM, University of Edinburgh
11:00 AM
208
Extreme Learning Machine: A new approach for genomic prediction of complex traits
Anita Ehret, Institute of Animal Breeding and Husbandry, University Kiel; David Hochstuhl, 2Institute for Theoretical Physics and Astrophysics, University Kiel; Georg Thaller, Institute of Animal Breeding and Husbandry, University Kiel
11:15 AM
209
Improved Accuracy of Genomic Prediction for Traits with Rare QTL by Fitting Haplotypes
Xiaochen Sun, Iowa State University; Rohan L Fernando, Iowa State University; Dorian J. Garrick, Iowa State University; Jack C. M. Dekkers, Iowa State University
11:30 AM
210
Correcting For Unequal Sampling in Principal Component Analysis of Genetic Data
William O Burgos-Paz, Universitat Autònoma de Barcelona; Sebastián E Ramos-Onsins, Centre for Research in Agricultural Genomics; Miguel Perez-Enciso, Universitat Autònoma de Barcelona; Luca Ferretti, UMR 7138, UPMC and CIRB, College de France
11:45 AM
211
Evaluation of antedependence model performance and genomic prediction for growth in Danish pigs
Lei Wang, Center for Quantitative Genetics and Genomics, Department of Molecular Biology and Genetics, Aarhus University; David Edwards, Center for Quantitative Genetics and Genomics, Department of Molecular Biology and Genetics, Aarhus University; Luc Janss, Center for Quantitative Genetics and Genomics, Department of Molecular Biology and Genetics, Aarhus University