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Extracts group-level (pooled) or per-plate population/noise parameters (mu_*, sigma_*, sigma_obs, nu, and — frequentist — sigma_resid) into a tidy data frame keyed by curve_id, param_scope = "population". Feeds the calib_hyperparam table. Returns a zero-row frame when the fit carries no population slot (e.g. a bare frequentist per-plate fit whose only noise term rides in calib_param).

Usage

tidy_hyperparam(x, ...)

# S3 method for class 'calibration_result'
tidy_hyperparam(x, ...)

# S3 method for class 'calibration_result_multiplate'
tidy_hyperparam(x, ...)

Arguments

x

A calibration_result or calibration_result_multiplate.

...

Unused; for method extensibility.

Value

Data frame curve_id, term, param_scope, estimate, std_error, q_lo, q_med, q_hi.