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Breiman's "Two Cultures'' Revisited and Reconciled
  • Deep Mukhopadhyay ,
  • Kaijun Wang
Deep Mukhopadhyay
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Kaijun Wang
Fred Hutchinson Cancer Research Center

Corresponding Author:[email protected]

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Abstract

This paper introduces a new data analysis framework, called Integrated Statistical Learning (ISL) theory, which offers solutions to blend the “two cultures” into a coherent whole by establishing a link between them. Through examples, we describe the challenges and potential gains of this new integrated statistical thinking.