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RoystonParmar.hf at infinity is its limit, quietly (#777, RoystonParmar.hf(inf)) - #785

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claude/surpyval-next-steps-7uatqe
Oct 9, 2026
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derrynknife merged 1 commit into
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Part of #777.

hf was df / sf: 0/0 at infinity, and wherever both underflow far in
the tail (a hazard-scale fit's hazard was nan from x = 1e6), with a
RuntimeWarning. It is now one exp of the logs of its terms (on the
hazard scale log(-dS/deta / S) is eta itself), and at infinity the
limit along the spline's last piece, linear in log x with slope s:
on the hazard scale a Weibull's of shape s (inf, the constant, or 0),
and 0 on the odds and normal scales, as a LogLogistic's and a
LogNormal's hazard are.

🤖 Generated with Claude Code

https://claude.ai/code/session_01TRhKL2fJBiAAfNo9rihwts


Generated by Claude Code

…ar.hf(inf))

hf was df / sf: 0/0 at infinity, and wherever both underflow far in
the tail (a hazard-scale fit's hazard was nan from x = 1e6), with a
RuntimeWarning. It is now one exp of the logs of its terms (on the
hazard scale log(-dS/deta / S) is eta itself), and at infinity the
limit along the spline's last piece, linear in log x with slope s:
on the hazard scale a Weibull's of shape s (inf, the constant, or 0),
and 0 on the odds and normal scales, as a LogLogistic's and a
LogNormal's hazard are.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TRhKL2fJBiAAfNo9rihwts
@derrynknife
derrynknife merged commit 39fcdc6 into develop Oct 9, 2026
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