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Reasons, challenges, and some tools for doing reproducible transportation research
Communications in Transportation Research, 2021 This paper introduces reproducible research (RR), and explains its importance, benefits, and challenges. Some important tools for conducting RR in Transportation Research are also introduced.
Zuduo Zheng
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Reproducible Research: A Retrospective [PDF]
Annual Review of Public Health, 2021 Advances in computing technology have spurred two extraordinary phenomena in science: large-scale and high-throughput data collection coupled with the creation and implementation of complex statistical algorithms for data analysis. These two phenomena have brought about tremendous advances in scientific discovery but have raised two serious concerns ...
Peng, Roger D., Hicks, Stephanie C.
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Incentivising reproducible research [PDF]
Cortex, 2014 Wagenmakers and Forstmann argue that journals (and journal editors) should actively solicit replication attempts to confirm important findings (Wagenmakers & Forstmann, 2013). They point out, correctly in our opinion, that current incentive structures in science discourage scientists from adopting practices that are advantageous for science as a whole,
Button, Katherine S, Munafò, Marcus R
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4549 Reproducible Informatics for Reproducible Translational Research
Journal of Clinical and Translational Science, 2020 OBJECTIVES/GOALS: Characterize formal informatics methods and approaches for enabling reproducible translational research. Education of reproducible methods to translational researchers and informaticians. METHODS/STUDY POPULATION: We performed a scoping
Ram Gouripeddi +5 more
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Reproducible research and GIScience: an evaluation using AGILE conference papers [PDF]
PeerJ, 2018 The demand for reproducible research is on the rise in disciplines concerned with data analysis and computational methods. Therefore, we reviewed current recommendations for reproducible research and translated them into criteria for assessing the ...
Daniel Nüst +6 more
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Reproducibility in research [PDF]
Disease Models & Mechanisms, 2011 Summary Progress in biomedical research depends in part on being able to build on the findings of other researchers – and thereby on being able to apply others’ methods to your own research. However, most of us have struggled to understand how to repeat or adapt another researcher’s study because of minimal or missing details in the ...
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Rethinking research reproducibility [PDF]
The EMBO Journal, 2018 “To boldly go where no man has gone before”! Exploring and innovating—isn9t this why we are in science after all? But as exciting this may be, others must be able to confirm our results through competent replication. As Karl Popper famously put it: “Single occurrences that cannot be reproduced are of no significance to science” (Popper, 1935). However,
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Towards reproducible research of event detection techniques for Twitter [PDF]
, 2019 © 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new ...
Grossniklaus, Michael +3 more
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Electrical Re-Writable Non-Volatile Memory Device based on PEDOT:PSS Thin Film [PDF]
, 2020 open access articleIn this research, we investigate the memory behavior of poly(3,4 ethylenedioxythiophene) polystyrene sulfonate (PEDOT:PSS) cross bar structure memory cells.
Pantelidis, Christos Christodoulos +1 more
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A Modular and Expandable Ecosystem for Metabolomics Data Annotation in R
Metabolites, 2022 Liquid chromatography-mass spectrometry (LC-MS)-based untargeted metabolomics experiments have become increasingly popular because of the wide range of metabolites that can be analyzed and the possibility to measure novel compounds. LC-MS instrumentation
Johannes Rainer +10 more
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