Wolfgang Huber is a German theologian and ethicist who was professor of systematic theology at the University of Heidelberg and, later, bishop of the Evangelical Church in Germany. He retired in 2009 and is an Honorary Professor at Stellenbosch University. Huber is the author and editor of numerous books, including Violence: The Unrelenting Assault on Human Dignity and Christian Belief.
* import and preprocessing of data from various sources
* statistical modeling of differential gene expression
* biological metadata
* application of graphs and graph rendering
* machine learning for clustering and classification problems
* gene set enrichment analysis
Each chapter of this book describes an analysis of real data using hands-on example driven approaches. Short exercises help in the learning process and invite more advanced considerations of key topics. The book is a dynamic document. All the code shown can be executed on a local computer, and readers are able to reproduce every computation, figure, and table.