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### Reproducibility axes | ||
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\begin{textblock}{0.4}(0.6,0.22) | ||
\imgw{}{RR-3-axis.png} | ||
\end{textblock} | ||
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* Always keep track of: | ||
- your \emph{methodology} | ||
- your \emph{code} | ||
- your (input) \emph{data} | ||
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* Can you later come back and: | ||
- reproduce you experiment | ||
- including its environment | ||
- ... and obtain the same results? | ||
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\pause | ||
\vspace{1.8em} | ||
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* If \emph{not}, then \emph{now} is the best time to start | ||
- documenting your processes | ||
- describing your environment (software \emph{and hardware}!) | ||
- versioning and tagging your code and data | ||
- (... and keep backups of it all) | ||
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### Reproducibility levels | ||
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\begin{textblock}{0.4}(0.65,0.11) | ||
\smartdiagramset{ | ||
planet size=2.5cm, | ||
satellite size=2.3cm, | ||
distance planet-text=0, | ||
distance planet-satellite=3cm, | ||
/tikz/connection planet satellite/.append style={<-} | ||
} | ||
\centering\scalebox{0.5}{\smartdiagram[constellation diagram]{\emph{Research}, | ||
\hspace*{-0.3em}\mbox{Reviewable}, \hspace*{-0.3em}\mbox{Replicable}, | ||
\hspace*{-0.5em}\mbox{Confirmable}, \hspace*{-0.2em}\mbox{Auditable}, \hspace*{-0.7em}\mbox{Reproducible}}} | ||
\end{textblock} | ||
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\emph{Is your research}\footnote{ICERM Report 2013: "Reproducibility in Computational and Experimental Mathematics"}: | ||
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* reviewable | ||
- desc. of your methods can be independently assessed? | ||
* replicable | ||
- are the tools available to duplicate the results? | ||
* confirmable | ||
- can the main conclusions be attained independently of your tools? | ||
* auditable | ||
- do you have records such that your research can be later defended? | ||
- ... or differences between independent confirmations resolved? | ||
* \emph{open or reproducible}, such that | ||
- the procedures can be fully audited \emph{and} | ||
- the results can be replicated or independently reproduced \emph{and} | ||
- the results can be extended or the method applied to new problems |
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