Methods for the Analysis of High Throughput Sequencing Data

As the cost of short read DNA sequencing continues to drop, new experiments are being developed which allow scientists to probe subtle biological phenomenon on a genome wide scale. These new experiments bring new analytical challenges in the form of large amounts of noisy data. Here we present models and tools for the analysis of high throughput sequencing data.