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Controlled studies led to the discovery that bloodletting is harmful rather than helpful, and randomized trials of screening mammography would therefore be a worthy gold standard to answer once and for all the question of whether the test saves lives.
AOSAT-I takes advantage of low-cost, off-the-shelf components, modular design, and the rapid assembly and instrumentation of the CubeSat standard, to answer fundamental questions in planetary science and reduce cost and risk of future exploration.
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Letting anyone put up whatever they want relieves the publisher from having to pay educated people with developed tastes and standards to answer difficult questions about what's appropriate, responsible, useful or fun.
In this paper, we used this alternative, clinically relevant, outcome-based method for creating fetal growth standards to answer a specific question: Do singletons and twins require separate fetal growth standards?
A standard way to answer such questions is to turn to the financial markets, which are often thought to reflect and foreshadow the underlying health of the economy.
A univariate statistical testing approach (often involving normalization/regularization) together with the inspection of 'fold change' is a standard approach to answer question a. Answers to question b shall yield a comprehensive description of the molecular basis of pluripotency, based on machine learning and feature selection approaches.
(Honeywell, which is just one of the companies that manufactures flight-data recorders, which all conform to certain international standards, declined to answer questions about the black box that it provided for Malaysia Airlines Flight 370, citing its role in the ongoing investigation).
When participants agree to take part in a trial, they expect that the study will be conducted and reported to the highest standard to accurately answer the research question.
We conducted a randomized, open-label study with blinded raters using daily process assessment vs. standard weekly assessment to answer the following study questions: 1) is it possible to detect an antidepressant response more rapidly with daily assessment than with standard assessment approaches? 2) what is the burden of daily assessment on participants relative to standard clinical assessments?
The CAP Mood is tested against a 'gold standard' in order to answer the second research question.
This question is far from trivial and to date there exists no standard approach to answering it only by investigation of the trees of a RF.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com