Statistical Inference: The Big Picture

Robert E. Kass

doi:10.1214/10-STS337

2011-02-01

Robert E. Kass *

DOI：10.1214/10-STS337

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摘要

En 中文

Statistics has moved beyond the frequentist-Bayesian controversies of the past. Where does this leave our ability to interpret results? I suggest that a philosophy compatible with statistical practice, labeled here statistical pragmatism, serves as a foundation for inference. Statistical pragmatism is inclusive and emphasizes the assumptions that connect statistical models with observed data. I argue that introductory courses often mischaracterize the process of statistical inference and I propose an alternative big picture depiction.

Keyword:

Bayesian

confidence

frequentist

statistical education

statistical pragmatism

statistical significance

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期刊

Statistical Science

IF:

3.4

论文数:

1.0K

被引数:

8.7K

机构

pennsylvania commonwealth system of higher education (pcshe)

学者数:

12.9W

论文数: 11.7W

被引数: 177

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