Analysis of shotgun metagenomic sequencing of microbial communities promises insight into the taxonomic and functional composition of the human microbiota and other microbial communities. Shotgun metagenomes provide many challenges for accurate quantification of the abundances of taxonomic groups and gene families. I will describe several new methods developed in my lab that address these...