Smooth survey weights via shrinkage toward the mean (or log-mean).

Smooth survey weights via shrinkage toward the mean (or log-mean).

Usage

morie_weights_smooth(
  weights,
  method = c("linear_shrinkage", "log_transform"),
  shrinkage_factor = 0.5
)

Arguments

weights

Numeric vector of unit-level design weights.

method

Character; calibration / smoothing / variance method. Allowed values depend on the caller.

shrinkage_factor

Numeric in [0, 1]; smoothing pull-toward- mean factor.