The Practice of Reproducible Research : Case Studies and Lessons From the Data-Intensive Sciences

The Practice of Reproducible Research : Case Studies and Lessons From the Data-Intensive Sciences

English | 2018 | ISBN: 0520294750 | 364 Pages | PDF | 1.17 MB

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. 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. 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. Parts 2 and 3 focus on the case studies themselves. The Practice of Reproducible Research is an invaluable resource for students and researchers who wish to better understand the practice of data-intensive sciences and learn how to make their own research more reproducible.

Download:

http://longfiles.com/4lnphw5q15e0/The_Practice_of_Reproducible_Research_Case_Studies_and_Lessons_From_the_Data-Intensive_Sciences.pdf.html

[Fast Download] The Practice of Reproducible Research : Case Studies and Lessons From the Data-Intensive Sciences


Related eBooks:
Applied Unsupervised Learning with Python
Digital Libraries for Open Knowledge
Information Systems: Research, Development, Applications, Education
Collecting Experiments : Making Big Data Biology
Essays on Data Analysis
The Mathematics of Data
A User's Guide to Business Analytics
Beginning SQL Server R Services: Analytics for Data Scientists
Database Design for Smarties: Using UML for Data Modeling
Kafka: The Definitive Guide (Early Release)
Tabular Modeling with SQL Server 2016 Analysis Services Cookbook
JMP 14 : Profilers
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.