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Integrated_Stat_Learning_IEEE.pdf (2.55 MB)

Breiman's "Two Cultures'' Revisited and Reconciled

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posted on 09.09.2021, 03:09 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.

History

Email Address of Submitting Author

kwang2@fredhutch.org

Submitting Author's Institution

Fred Hutchinson Cancer Research Center

Submitting Author's Country

United States of America