Research note

Injection-recovery: what twelve synthetic transits can and cannot show

24 October 2026 Research note Working note

Twelve injected mid-transit times recovered on synthetic light curves. The timing bias is small against the pre-declared gate, but the sample is too small to calibrate a real pipeline.

The injection campaign asks whether the timing path recovers a mid-transit time that it was given. It does not test a real star and it does not measure a transit timing variation.

Method

Twelve synthetic light curves are generated from the committed transit model with seeded Gaussian noise, then fitted with the existing estimator. Each fit returns a mid-transit time and a one-sigma uncertainty. The campaign records the recovered minus injected time, the pull, and the aggregate bias.

The pass gate was declared before the run: the absolute aggregate bias divided by the median reported t0 uncertainty must be at most 0.2.

Result

All 12 fits converged and all 12 mid-transit times were recovered.

QuantityValue
Injections12
Aggregate bias-0.055 s
Median reported t0 uncertainty1.665 s
Absolute bias / median uncertainty0.033
Scatter of recovered minus injected1.218 s
Scatter / median uncertainty0.732
Pull mean-0.078
Pull RMS0.627
Largest absolute pull1.288
Within 1 sigma83.3 percent
Within 2 sigma100 percent
Gate threshold0.2
Gate resultpass
Two-panel injection-recovery figure: recovered against injected mid-transit offsets, and the recovered minus injected time against the reported one-sigma uncertainty with the gate band.
Synthetic injection-recovery. Left: recovered against injected mid-transit offsets. Right: residual against the reported one-sigma uncertainty, with the 0.2 times median-sigma band. Generated by run_injection.py. No real target is measured. Open the full-size SVG.

Limits

  • Twelve injections are enough to catch a large bias, not enough to calibrate the tails of the uncertainty distribution.
  • The noise is white and the model that generates each light curve is the model that fits it.
  • There is no correlated noise, dilution, limb darkening, or transit timing variation in the injections.
  • The result says nothing about a real TESS target or a real timing residual.

Evidence in the repository

Topics: transit-timing, astronomy-methods, reproducibility