نتایج جستجو برای: replicability
تعداد نتایج: 1195 فیلتر نتایج به سال:
The scientific community is increasingly concerned with the proportion of published "discoveries" that are not replicated in subsequent studies. The field of rodent behavioral phenotyping was one of the first to raise this concern, and to relate it to other methodological issues: the complex interaction between genotype and environment; the definitions of behavioral constructs; and the use of l...
Increased availability of data and accessibility of computational tools in recent years have created unprecedented opportunities for scientific research driven by statistical analysis. Inherent limitations of statistics impose constrains on reliability of conclusions drawn from data but misuse of statistical methods is a growing concern. Significance, hypothesis testing and the accompanying P-v...
Replication studies are increasingly conducted but there is no established statistical criterion for replication success. We propose a novel approach combining reverse-Bayes analysis with Bayesian hypothesis testing: sceptical prior determined the effect size such that original finding longer convincing in terms of Bayes factor. This then contrasted to an advocacy (the reference posterior based...
Abstract Open-source hardware (OSH) development is a new design paradigm from commercial perspective. Openly sharing designs of technical products step towards democratising access to technologies for the benefit individuals and communities in society. At core open-source definition lies freedom anyone replicate based on design. Thus, enabling this developing successful OSH. Previous research s...
For a given research question, there are usually large variety of possible analysis strategies acceptable according to the scientific standards field, and concerns that this multiplicity plays an important role in non-replicability findings. Here, we define general framework on common sources uncertainty arising computational analyses lead multiplicity, apply within overview approaches proposed...
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