Nonparametric predictive distributions based on conformal prediction
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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… read more here.
Keywords: conformal prediction; distributions based; based conformal; nonparametric predictive ... See more keywords
Introducing Nonparametric Predictive Inference Methods for Reproducibility of Likelihood Ratio Tests
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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… read more here.
Keywords: reproducibility likelihood; reproducibility; likelihood ratio; ratio tests ... See more keywords