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fix: keep Cauchy pdf and ln_pdf finite when the denominator overflows - #481

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dundysm wants to merge 2 commits into
statrs-dev:mainfrom
dundysm:cauchy-pdf-tails
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dundysm wants to merge 2 commits into
statrs-dev:mainfrom
dundysm:cauchy-pdf-tails

cauchy: avoid overflowing z, x - x_0 and 1/scale in the pdf tail path

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