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Finite-Sample Two-Group Composite Hypothesis Testing via Machine Learning

In the problem of composite hypothesis testing, identifying the potential uniformly most powerful (UMP) unbiased test is of great interest. Beyond typical hypothesis settings with exponential family, it is usually challenging to prove the existence and further construct such UMP unbiased tests with...

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Detalles Bibliográficos
Autores principales: Zhan, Tianyu, Kang, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9733814/
https://www.ncbi.nlm.nih.gov/pubmed/36506350
http://dx.doi.org/10.1080/10618600.2021.2020128