Practice of Reproducible Research Paperback
Practice of Reproducible Research Paperback The Practice of Reproducible Research presents concrete examples of how researchers in the data-intensive sciences are working to improve the…
Specifikacia Practice of Reproducible Research Paperback
Practice of Reproducible Research Paperback
The Practice of Reproducible Research presents concrete examples of how researchers in the data-intensive sciences are working to improve the reproducibility of their research projects. Authors highlight how they utilized particular tools, ideas, and practices to support reproducibility, emphasizing the very practical how, rather than the why or what, of conducting reproducible research.Part 1 provides an accessible introduction to reproducible research, a basic reproducible research project template, and a synthesis of lessons learned from across the thirty-one case studies. In each of the thirty-one case studies in this volume, the author or team describes the workflow that they used to complete a real-world research project.
The Practice of Reproducible Research is an invaluable resource for students and Parts 2 and 3 focus on the case studies themselves.