Moving Beyond Sets of Probabilities

Statistical Science 36 (2):201--204 (2021)
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Abstract

The theory of lower previsions is designed around the principles of coherence and sure-loss avoidance, thus steers clear of all the updating anomalies highlighted in Gong and Meng's "Judicious Judgment Meets Unsettling Updating: Dilation, Sure Loss, and Simpson's Paradox" except dilation. In fact, the traditional problem with the theory of imprecise probability is that coherent inference is too complicated rather than unsettling. Progress has been made simplifying coherent inference by demoting sets of probabilities from fundamental building blocks to secondary representations that are derived or discarded as needed.

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Author's Profile

Gregory Wheeler
Frankfurt School Of Finance And Management

Citations of this work

Discounting Desirable Gambles.Gregory Wheeler - 2021 - Proceedings of Machine Learning Research 147:331-341.

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References found in this work

Demystifying Dilation.Arthur Paul Pedersen & Gregory Wheeler - 2014 - Erkenntnis 79 (6):1305-1342.
Dilation and Asymmetric Relevance.Arthur Paul Pedersen & Gregory Wheeler - 2019 - Proceedings of Machine Learning Research 103:324-26.

Add more references