Reflections on Breiman's Two Cultures of Statistical Modeling
نویسندگان
چکیده
منابع مشابه
Statistical Modeling: The Two Cultures
There are two cultures in the use of statistical modeling to reach conclusions from data. One assumes that the data are generated by a given stochastic data model. The other uses algorithmic models and treats the data mechanism as unknown. The statistical community has been committed to the almost exclusive use of data models. This commitment has led to irrelevant theory, questionable conclusio...
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ژورنال
عنوان ژورنال: Observational studies
سال: 2021
ISSN: ['2767-3324']
DOI: https://doi.org/10.1353/obs.2021.0025