Kurgalin S. A Practical Approach to High Performance Computing (springer,2019)

Whether you are a 5-person team or a 50,000 person company some of the same rules for successful collaboration apply. The more you share what you know the more it is worth; understanding a person's local context is more critical to successful collaboration than any technology you may use. Based on years of research, an encyclopedic knowledge of collaborative technologies, and a realization that collaboration is hard to do successfully, Mr. Coleman provides a holistic view on collaboration.

This book provides insight and practical illustrations on how modern statistical concepts and regression methods can be applied in medical prediction problems, including diagnostic and prognostic outcomes. Many advances have been made in statistical approaches towards outcome prediction, but these innovations are insufficiently applied in medical research. Old-fashioned, data hungry methods are often used in data sets of limited size, validation of predictions is not done or done simplistically, and updating of previously developed models is not considered. A sensible strategy is needed for model development, validation, and updating, such that prediction models can better support medical practice.