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Breiman's "Two Cultures'' Revisited and Reconciled

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posted on 2021-09-09, 03:09 authored by Deep MukhopadhyayDeep Mukhopadhyay, Kaijun WangKaijun Wang
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.


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Fred Hutchinson Cancer Research Center

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United States of America