15.226 14.8.16 Protocolo estadístico
| Elemento | Regla |
|---|---|
estimandFirst |
Cada tarea declara población objetivo, unidad de análisis, score y dirección antes de ejecutar test. |
primaryUnit |
Attempt unless a task requires session, athlete, track, event or coach-case; frames are not independent replicates. |
confidenceIntervals |
Cluster bootstrap or another prespecified dependence-aware method; default reporting level 95%, never point estimate alone. |
pairedComparison |
Paired cluster bootstrap, permutation or justified paired test on identical test units. |
stochasticModels |
Repeat prespecified seeds; report within-seed and between-seed variation separately. |
multipleComparisons |
Declare primary hypotheses and control multiplicity for families of confirmatory comparisons. |
effectSize |
Report absolute and relative difference plus confidence interval; p-value alone is insufficient. |
minimumSupport |
Defined prospectively per class/group and claim; insufficient support yields NotEstimable rather than zero. |
missingResults |
Report excluded, unscorable, timeout and failed attempts with reasons and sensitivity analysis. |
worstGroup |
Report group support and interval; do not select groups post hoc solely because performance was low. |
thresholdSelection |
All thresholds selected on train/calibration/validation only and frozen before final test. |
testReuse |
Each official test opening is logged; repeated tuning invalidates confirmatory status. |
Los frames contiguos del mismo intento son dependientes. El bootstrap debe remuestrear clusters coherentes —por ejemplo intentos o sesiones— y no millones de frames como observaciones independientes [P48-R9].
Las comparaciones de modelos deben usar unidades pareadas y pruebas adecuadas al diseño; elegir un test sólo después de ver los resultados invalida la interpretación confirmatoria [P48-R8, P48-R10].
15.226.1 Reporte mínimo por score
estimate
confidence interval
support / cluster count
reference tier
dataset view
threshold source
exclusions and failure count