Implementing Reproducible Research
نویسندگان
چکیده
منابع مشابه
Fostering reproducible fMRI research
F unctional magnetic resonance imaging (fMRI) measures neural activity indirectly via the changes in the blood-oxygenation-leveldependent (BOLD) signal. It has been widely used by cognitive neuroscientists and psychologists to examine the neural correlates of higher cognitive functions in humans, such as decision-making, emotion regulation, social interactions and consciousness. Over the years,...
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In the first ‘Wavelets and Statistics’ conference proceedings 1, our group published ‘Wavelab and Reproducible Research’, in which we advocated using the internet for publication of software and data so that research results could be duplicated by others. Much has happened in the last decade that bears on the notion of reproducibility, and we will review our experience. We will also describe a ...
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These notes are an informal, first installment in an ongoing project to develop a convenient template for computational experimentation in econometrics. The approach is illustrated by means of an example based on some current research with Steve Portnoy on improving the speed of quantile regression algorithms. The computations are carried out in splus, but similar techniques could be adapted fo...
متن کاملCommentary Reproducible Epidemiologic Research
The replication of important findings by multiple independent investigators is fundamental to the accumulation of scientific evidence. Researchers in the biologic and physical sciences expect results to be replicated by independent data, analytical methods, laboratories, and instruments. Epidemiologic studies are commonly used to quantify small health effects of important, but subtle, risk fact...
متن کاملTerminologies for Reproducible Research
Reproducible research—by its many names—has come to be regarded as a key concern across disciplines and stakeholder groups. Funding agencies and journals, professional societies and even mass media are paying attention, often focusing on the so-called “crisis” of reproducibility. One big problem keeps coming up among those seeking to tackle the issue: different groups are using terminologies in...
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ژورنال
عنوان ژورنال: Journal of Statistical Software
سال: 2014
ISSN: 1548-7660
DOI: 10.18637/jss.v061.b02