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The following slides share some useful links for you to learn about reproducible research and analysis.
The following slides go through everything from what reproducible research means, why we should apply the scientific research method into journalism and how to do it right. You can get the slides from this repo as well: https://github.com/blalpert/nicar2016handouts
Bill Albert explains in this presentation how to use R and Preplication to verify data.
These files supplement the March 2, 2015 Barron's story on execution quality, "The Little Guy Wins!" and were used in Bill Albert's class on Preplication and R. https://github.com/blalpert/best_ex