Manuscript En01-C@1 · En01-C.tex · corollary · 00a2161c

Corollary: Required precision and optimal clipping scale

A bounded complete-record statistical certificate › Tail and implementation control · lines 1733–1758 · proof included or linked

En01-C@1#cor:optimal

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For fixed , , and , the nominal gap before complete-law errors is maximized at

with value

Consequently a positive certificate of this form exists exactly when

provided the clipping scale is unconstrained. If hardware limits the record range, optimize only over admissible .

Proof. Maximize over . Its derivative vanishes at , where the unique positive maximum has the stated value.

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