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Scientific method
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===Science of complex systems=== Science applied to complex systems can involve elements such as [[transdisciplinarity]], [[systems theory]], [[control theory#Open-loop and closed-loop (feedback) control|control theory]], and [[scientific modelling]]. In general, the scientific method may be difficult to apply stringently to diverse, interconnected systems and large data sets. In particular, practices used within [[Big data]], such as [[predictive analytics]], may be considered to be at odds with the scientific method,<ref>Anderson, Chris (2008) [http://www.uvm.edu/~pdodds/files/papers/others/2008/anderson2008a.pdf The End of Theory: The Data Deluge Makes the Scientific Method Obsolete] {{Webarchive|url=https://web.archive.org/web/20210502005844/http://www.uvm.edu/pdodds/files/papers/others/2008/anderson2008a.pdf |date=2021-05-02 }}. Wired Magazine 16.07</ref> as some of the data may have been stripped of the parameters which might be material in alternative hypotheses for an explanation; thus the stripped data would only serve to support the [[null hypothesis]] in the predictive analytics application. {{harvp| Fleck| 1979 |pp=38β50}} notes "a [[#startWithBugs|scientific discovery remains incomplete without considerations of the social practices]] that condition it".<ref name= bigDataCanBeIncomplete>[[Ludwik Fleck]] (1979) ''[https://worldpece.org/sites/default/files/artifacts/media/pdf/fleck_et_al._-_2008_-_genesis_and_development_of_a_scientific_fact.pdf Genesis and Development of a Scientific Fact] {{Webarchive|url=https://web.archive.org/web/20210826194119/https://worldpece.org/sites/default/files/artifacts/media/pdf/fleck_et_al._-_2008_-_genesis_and_development_of_a_scientific_fact.pdf |date=2021-08-26 }}''</ref>
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