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'Errors using inadequate data are much less than those using no data at all.' -- Charles Babbage
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The Wilcoxon Rank Sum Test can have greater asymptotic relative efficiency than the t-test for heavy-tailed distributions.
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8 trends in data science from
@bigdatahttps://www.oreilly.com/ideas/8-data-trends-on-our-radar-for-2017 … -
No amount of data can persuade you of something you assign zero prior probability to. -- Cromwell's rule
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Linear regression is much more than curve-fitting. http://ow.ly/10BjzD
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The First Release of PyMC3 http://d.pr/Fmi7
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Saw a comment in code "Do something with this information." Ah, that's the hard part. '
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Omitted-variable bias http://andrewgelman.com/2013/05/09/same-old-same-old/ …
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FWHM = full width at half maximum. Distance between points on either side of the mode where a function takes half its maximum value.
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The big deal about neural networks http://www.johndcook.com/blog/2016/10/14/the-big-deal-about-neural-networks/ …
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You can learn things from a dozen human subjects you couldn't learn from a million mice. Data relevance beats data size.
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Bayesian and nonlinear http://ow.ly/YhOiV
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R. A. Fisher was the first to use the term 'Bayesian,' and he didn't mean it as a compliment.
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Three reasons a method might perform worse with more data, and how to fix them. http://ow.ly/I1jHb
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New post: Native Hadoop file system (HDFS) connectivity in Python http://wesmckinney.com/blog/python-hdfs-interfaces/ …
#pydata -
'A statistical analysis, properly conducted, is a delicate dissection of uncertainties, a surgery of suppositions.' -- M. J. Moroney
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Beer, wine, and statistics http://bit.ly/1L7Dfi
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'Everyone thinks that the data in other people’s subjects are in better shape.' -- John Tukey
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How to test a random number generator http://bit.ly/e2CPxL
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For network analysis, check out
@NetworkFact.
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Data Science Fact
Chris Fonnesbeck
Signal Processing
Wes McKinney