BIRS Workshop Lecture Videos

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BIRS Workshop Lecture Videos

Data science as a science Leek, Jeff


We all know that any genomic data analysis involves hundreds of decisions by any analyst. We have good theoretical methods for controlling error rates and preventing false discoveries for single methods. But what happens when humans get their hands on our methods and code? In this talk I propose a new framework for modeling data analysis and show some early experimental results in our effort to make data science a rigorous empirical science.

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