Refining the Concept of Scientific Inference When Working with Big Data is popular PDF and ePub book, written by National Academies of Sciences, Engineering, and Medicine in 2017-03-24, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Refining the Concept of Scientific Inference When Working with Big Data can be Read Online from any device for your convenience.
Refining the Concept of Scientific Inference When Working with Big Data Book PDF Summary
The concept of utilizing big data to enable scientific discovery has generated tremendous excitement and investment from both private and public sectors over the past decade, and expectations continue to grow. Using big data analytics to identify complex patterns hidden inside volumes of data that have never been combined could accelerate the rate of scientific discovery and lead to the development of beneficial technologies and products. However, producing actionable scientific knowledge from such large, complex data sets requires statistical models that produce reliable inferences (NRC, 2013). Without careful consideration of the suitability of both available data and the statistical models applied, analysis of big data may result in misleading correlations and false discoveries, which can potentially undermine confidence in scientific research if the results are not reproducible. In June 2016 the National Academies of Sciences, Engineering, and Medicine convened a workshop to examine critical challenges and opportunities in performing scientific inference reliably when working with big data. Participants explored new methodologic developments that hold significant promise and potential research program areas for the future. This publication summarizes the presentations and discussions from the workshop.
Detail Book of Refining the Concept of Scientific Inference When Working with Big Data PDF
- Author : National Academies of Sciences, Engineering, and Medicine
- Release : 24 March 2017
- Publisher : National Academies Press
- ISBN : 9780309454445
- Genre : Mathematics
- Total Page : 115 pages
- Language : English
- PDF File Size : 7,6 Mb
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