Balding D. Handbook Of Statistical Genomics 2019 !!link!!

David Balding is a prominent researcher in the field of statistical genetics and genomics. He has made significant contributions to the development of statistical methods for analyzing genetic data and has published numerous papers on these topics.

In 2009, a GWAS of 5,000 individuals was heroic. In 2019, studies with 500,000 individuals are routine. The new edition includes extensive coverage of linear mixed models (LMMs) , which account for cryptic relatedness and population stratification at scale (e.g., the BOLT-LMM and SAIGE algorithms). Balding D. Handbook of Statistical Genomics 2019

This is the "NGS" section. It explains the statistical underpinnings of RNA-Seq (expression analysis), ChIP-Seq (protein-DNA binding), and metagenomics. The chapter on is particularly vital, teaching how to remove technical artifacts (batch effects) that can swamp biological signals. David Balding is a prominent researcher in the