Generalised regression (GREG) calibration. — morie_weights

Closed-form linear calibration to match population totals on auxiliary X. When survey is installed, defers to survey::calibrate() for a fully design-aware result; otherwise computes the linear adjustment in base R.

Usage

morie_weights_greg(weights, X, population_totals, max_iter = 50, tol = 1e-08)

Arguments

weights: Numeric vector of unit-level design weights.
X: A numeric matrix or data.frame of auxiliary variables (one row per unit) used by GREG / nonresponse propensity models.
population_totals: Named numeric vector of target totals to calibrate to.
max_iter: Iteration cap for calibration / IPF.
tol: Convergence tolerance for calibration.