Some old and hard-to-find papers
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Bray, Crafword, and Proschan (1967)
Maximum likelihood estimation of a U-shaped failure rate function.
Mathematical Note 534, Mathematics Research Laboratory, Boeing Scientific
Research Laboratories,
Seattle, Washington
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