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To test if a density "f" is equal to a specified "f"<sub>0</sub>, one knows by the Neyman-Pearson lemma the form of the optimal test at a specified alternative "f"<sub>1</sub>. Any non-parametric density estimation scheme allows an estimate of "f". This leads to estimated likelihood ratios. Properties are studied of...
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