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Published in 2018 at "Machine Learning"
DOI: 10.1007/s10994-018-5755-8
Abstract: This paper applies conformal prediction to derive predictive distributions that are valid under a nonparametric assumption. Namely, we introduce and explore predictive distribution functions that always satisfy a natural property of validity in terms of…
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Keywords:
conformal prediction;
distributions based;
based conformal;
nonparametric predictive ... See more keywords
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Published in 2018 at "Journal of Statistical Theory and Practice"
DOI: 10.1007/s42519-018-0020-9
Abstract: This paper introduces the nonparametric predictive inference approach for reproducibility of likelihood ratio tests. The general idea of this approach is outlined for tests between two simple hypotheses, followed by an investigation of reproducibility for…
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Keywords:
reproducibility likelihood;
reproducibility;
likelihood ratio;
ratio tests ... See more keywords