John Rauser keynote: "Statistics Without the Agonizing Pain" -- Strata + Hadoop 2014
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O'Reilly
John Rauser's Strata 2014 keynote argues that programmers can learn statistics quickly by simulating random processes and shuffling data. He explains p-values through resampling rather than formulas.