Local Level Lab

Airborne measurements. Open methods.

The timing diagnostic: correct local slopes, unreliable crossing step

All four diagnostics completed. The two original failed fits remain failed. The calculation used 78 residual/Jacobian evaluations in 6.7 minutes, without refitting a model or generating another forecast.

What the checks established

These results focus the problem on applying a local approximation across an integration boundary. They provide no evidence here of an incorrect local timing derivative.

Why the full correction fails its check

At each failed point, moving timing alone raises the fit cost by about 0.52. Moving the other calibration parameters alone produces a similar increase. Together, those large effects nearly cancel.

The local calculation predicts a small improvement of about 0.0000046. The actual combined step instead raises cost by about 0.0000136. Most of the residual-prediction error appears in the timing-only movement; the error from moving the other coordinates alone is about ten times smaller.

These numbers describe the numerical fit objective, not degrees of rotation or metres of aircraft error. They explain how accurate local derivatives can still give a poor prediction for a larger, compensating step across a boundary.

What remains to qualify

This does not prove that either saved point is an optimum. Moving to the boundary with all other parameters fixed slightly improves one example and slightly worsens the other. The analytical counterexamples demonstrate a possible limitation of the smooth stability rule, rather than a reason to accept every nearby point.

The next method must handle feasible timing intervals and both sides of an internal boundary, while retaining all calibration directions and the original cost, stationarity and position-change limits. It needs independent known-answer qualification before another physical-model fit or calibration campaign.

The execution allowance is closed. The frozen sources, journals, failures and native binaries are retained with hashes; reporting performs no refit. The original 53-stretch findings remain unchanged, and independent uncertainty validation remains blocked without a calibrated threshold.

Verified report · Summary CSV · Derivative comparisons · Frozen plan · Next analyses · Reproducibility.