arXiv
Open Access
2013
Bayesian Meta-Reasoning: Determining Model Adequacy from Within a Small World
Kathryn Blackmond Laskey
Abstrak
This paper presents a Bayesian framework for assessing the adequacy of a model without the necessity of explicitly enumerating a specific alternate model. A test statistic is developed for tracking the performance of the model across repeated problem instances. Asymptotic methods are used to derive an approximate distribution for the test statistic. When the model is rejected, the individual components of the test statistic can be used to guide search for an alternate model.
Topik & Kata Kunci
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Kathryn Blackmond Laskey
Akses Cepat
Informasi Jurnal
- Tahun Terbit
- 2013
- Bahasa
- en
- Sumber Database
- arXiv
- Akses
- Open Access ✓