Latent Recovery Correlation for RedoxRRI — rri_latent

Computes the Pearson correlation between the per-sample Redox Resilience Index (RRI) and a known latent truth vector. This function is intended for simulation-based validation only and should not be interpreted as predictive accuracy.

Usage

rri_latent_correlation(
  res,
  latent_truth,
  method = c("pearson", "spearman", "kendall")
)

Arguments

res: An object returned by rri_pipeline_st().
latent_truth: Numeric vector of true latent values.
method: Correlation method. One of "pearson", "spearman", or "kendall".

Value

A single numeric correlation coefficient.

Details

This function is designed for simulation benchmarking. In empirical datasets, no latent truth exists and this metric should not be used.