A comparison of partial least squares (PLS) and sparse PLS regressions in genomic selection in French dairy cattle

Dimension reduction and variable selection for genomic selection: application to predicting milk yield in Holsteins

(2011) N. Long et al.   JOURNAL OF ANIMAL BREEDING AND GENETICS

Sparse partial least squares regression for simultaneous dimension reduction and variable selection

(2010) Hyonho Chun et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

integrOmics: an R package to unravel relationships between two omics datasets

(2009) Kim-Anh Lê Cao et al.   BIOINFORMATICS

A Hidden Markov Model Combining Linkage and Linkage Disequilibrium Information for Haplotype Reconstruction and Quantitative Trait Locus Fine Mapping

(2009) T. Druet et al.   GENETICS

Distribution and location of genetic effects for dairy traits

(2009) J.B. Cole et al.   JOURNAL OF DAIRY SCIENCE

Invited review: Genomic selection in dairy cattle: Progress and challenges

(2009) B.J. Hayes et al.   JOURNAL OF DAIRY SCIENCE

Efficient Methods to Compute Genomic Predictions

(2008) P.M. VanRaden   JOURNAL OF DAIRY SCIENCE

Invited Review: Reliability of genomic predictions for North American Holstein bulls

(2008) P.M. VanRaden et al.   JOURNAL OF DAIRY SCIENCE

Sparse principal component analysis via regularized low rank matrix approximation

(2007) Haipeng Shen et al.   JOURNAL OF MULTIVARIATE ANALYSIS