Assess component-axis identifiability under design-preserving resampling

Repeats decomposition, metadata association, and the complete eligible component search for each biological-unit bootstrap replicate. Components are assigned jointly to the frozen discovery basis by absolute loading cosine. No stability threshold or scientific support label is inferred.

Usage

assess_component_identifiability(
  data,
  proposal,
  config,
  non_analytical_fields = character(),
  n_resamples,
  seed = 1L
)

Arguments

data

pre-decomposition StateTransitionData used for discovery

proposal

frozen exploratory ComponentProposal

config

discovery PipelineConfig with its draft analysis declaration

non_analytical_fields

metadata fields excluded from association

n_resamples

positive number of evidence bootstrap replicates

seed

deterministic resampling seed

Value

the proposal with digest-bound identifiability evidence