Description
(Course expiry: 90 days after purchase) ASRgenomics is an R package that contains a series of molecular and genetic routines. The aim of this package is to assist in analytical pipelines before and after use of ASReml-R or another library to perform tasks such as Genomic Selection (GS) or Genome-Wide Associaton Analyses (GWAS). Additionally, ASRgenomics is an excellent tool to clean and prepare pedigree, phenotypic and molecular data for any of your future genomic analyses. This course covers: - Filtering SNP data for quality control - Obtaining a genomic matrix - Assessing a kinship matrix by reporting diagnostics (statistics and plot) - Generating PCA based on kinship or SNP matrices - Calculating the inverse of a genomic matrix and assessing its quality - Matching pedigree against genomic-based matrices - Tuning up a genomic matrix (bending, blending and aligning) - Obtaining the hybrid matrix as required with ssGBLUP The 25 minute course is designed and taught by Dr. Salvador Gezan, who is a statistician/quantitative geneticist with more than 20 years’ experience in breeding, statistical analysis and genetic improvement consulting. Note: ASRgenomics is free software used in an R environment. You do not need to purchase an ASReml-R licence or any or any other VSNi software products to use ASRgenomics.
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