mlsanityData to 7 Oct 2026

Prior based model checking

arXiv 1606.08106 ↗First posted 27 Jun 2016stat.MEcited by 1

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Abstract (arXiv)

Model checking procedures are considered based on the use of the Dirichlet process and relative belief. This combination is seen to lead to some unique advantages for this problem. In particular, it avoids double use of the data and prior-data conflict. Several examples have been incorporated, in which the proposed approach exhibits excellent performance.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). First posted on arXiv 27 Jun 2016.

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  1. 2023A Semi-Bayesian Nonparametric Estimator of the Maximum Mean Discrepancy Measure: Applications in Goodness-of-Fit Testing and Generative Adversarial Networkscited by 3