Reproducible Research in R: A Tutorial on How to Do the Same Thing More Than Once

نویسندگان

چکیده

Computational reproducibility is the ability to obtain identical results from same data with computer code. It a building block for transparent and cumulative science because it enables originator other researchers, on computers later in time, reproduce thus understand how came about, while avoiding variety of errors that may lead erroneous reporting statistical computational results. In this tutorial, we demonstrate R package repro supports researchers creating fully computationally reproducible research projects tools software engineering community. Building upon notion automated reproducibility, present several applications including preregistration plans code (Preregistration as Code, PAC). PAC eschews all ambiguity traditional offers more advantages. Making technical advancements serve widely accessible holds potential innovate process help become productive, credible, reliable.

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ژورنال

عنوان ژورنال: Psych

سال: 2021

ISSN: ['2624-8611']

DOI: https://doi.org/10.3390/psych3040053