Reproducible Research
R for Clinical Trial Reporting: Reproducible Research, Quality and Validation
... which reproducible research is starting to become popular, most statisticians still engage in some level of manual intervention, such as insertion of calculated values in ...
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Using reproducible research pipelines to help disentangle health effects of environmental changes from social factors
... In addition, Gelman & Hill’s recommendations to use Bayesian and frequentist tools to help refine causal inference using regression and multilevel models are described in Chapters 9, 10 and 23 of their textbook ...
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Reproducible Research: a Dissenting Opinion
... for Reproducible Research from a paper of the same title, representing the conclusions of the Yale Round-table on Data and Code Sharing in the Computational Sciences (Stodden, ...
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Realistic and Robust Reproducible Research for Biostatistics
... Defining a clear time window is crucial for a reproducible research project. The steps and suggestions outlined in the sections above are intended to facilitate the technical aspects of reproducibility. ...
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Assessment of transparent and reproducible research practices in the psychiatry literature
... included the indicators of reproducibility and transpar- ency (https:// osf. io/ 3nfa5/) and items related to study characteristics. This assessment of reproducibility and transparency was developed according to key ...
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Administrative social science data: The challenge of reproducible research
... the research code cannot lead to the identification of individual or other infringements of ...with research data should be Findable, Accessible, Interoperable and Reusable (Wilkinson et ...
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Automated aortic doppler flow tracing for reproducible research and clinical measurements
... Estimation of cardiac cycle length (horizontal axis is in seconds for all three panels): (a) a segment of initial crude Doppler velocity profile (inverted with respect to curve in Fig. [r] ...
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Relying on Data Science: Reproducible Research and the Role of Policy
... • Feb 22: Executive Memorandum directing federal funding agencies to develop plans for public access to data and publications.. • May 9: Executive Order directing federal agencies to ma[r] ...
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How Reproducible Research Leads to Non‑Rote Learning Within Socially Constructivist Statistics Education
... electronic research environment where students are empowered to interact with reproducible computations from peers and the ...derived research that can be easily ...
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The Importance of Reproducible Research
... – Complete separation in binary response: statistical and software issues – Complete separation in count data: statistical and computational issues. Implicit issues:[r] ...
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REPRODUCIBLE research is a concern throughout science.
... criticized research validity in fields ranging from biotechnology (“half of published research cannot be repli- cated”) to computer science (“three-quarters of papers in [a] subfield are bunk”) ...
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Making social media research reproducible
... for research has exploded in recent years, as researchers take advantage of access to the hundreds of millions of users of these sites to understand so- cial dynamics, health, mobility, psychology and ...such ...
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Reproducible Workflow for Cartography – Migrants Deaths in the Mediterranean
... Abstract: As any scientific production, maps must be disputed and debated. The implementation of reproducible processes based on free software and open data is essential. In this paper, we demonstrate that this ...
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A Survey on Reproducible Effective POS for Multi User Environment
... Once the possession is verified, the users can at random enter the update half and conjointly the proof of storage half whereas not keeping the primary files domestically... CONCLUSION.[r] ...
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Errudite: Scalable, Reproducible, and Testable Error Analysis
... Non-manual data grouping typically follows one of two extremes. Most of the literature relies on data groups that are very coarse and easy to pro- gram (e.g., based on question length and answer types (Kafle and Kanan, ...
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Reproducible protocols for metagenomic analysis of human faecal phageomes
... The goal of the present study is to develop a relatively simple, reproducible and cost-efficient protocol for the extraction of viral nucleic acids from human faecal samples, suitable for high-throughput studies. ...
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BUILDING SOFTWARE-DEFINED SYSTEMS WITH REPRODUCIBLE ENVIRONMENTS
... 69154 and Debian Jessie 8 has 57062. Many Unix-like variant systems offer universal package man- ager e.g. apt on Debian, yum on CentOS, dnf on Fedora and pkg on FreeBSD to ease software installation, upgrading or ...
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Reproducible Science and Modern Scientific Software Development
... [1] Twelve Ways to Fool the Masses When Giving Performance Results on Parallel Computers David H.. "In established engineering disciplines a 12 %[r] ...
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Using Cloud Computing for Scalable, Reproducible Experimentation
... Several works [23, 28] have outlined how virtual ap- pliances can provide a reproducible environment for re- searchers. In [23], the authors propose reproducibil- ity as a two step process. First, by storing ...
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Reproducible Environment for Scientific Applications (Lab session)
... Sandbox Hadoop WordCount { // Useful general variables of programArgs for applicationParameters object // #_JAR_#, #_JOB_ID_#, // #_HDFS_INPUTDIR_#, #_HDFS_OUTPUTDIR_#, // #_TWISTER_INPU[r] ...
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