The Practice of Reproducible Research

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  • The Practice of Reproducible Research Book Detail

  • Author : Justin Kitzes
  • Release Date : 2018
  • Publisher : Univ of California Press
  • Genre : Computers
  • Pages : 364
  • ISBN 13 : 0520294750
  • File Size : 44,44 MB

The Practice of Reproducible Research by Justin Kitzes PDF Summary

Book Description: 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.

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The Practice of Reproducible Research

The Practice of Reproducible Research

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The Practice of Reproducible Research presents concrete examples of how researchers in the data-intensive sciences are working to improve the reproducibility of

Implementing Reproducible Research

Implementing Reproducible Research

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In computational science, reproducibility requires that researchers make code and data available to others so that the data can be analyzed in a similar manner

Reproducible Research with R and RStudio

Reproducible Research with R and RStudio

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Praise for previous editions: "Gandrud has written a great outline of how a fully reproducible research project should look from start to finish, with brief exp

Implementing Reproducible Research

Implementing Reproducible Research

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In computational science, reproducibility requires that researchers make code and data available to others so that the data can be analyzed in a similar manner