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Computes the empirical semivariogram in distance bins for visual assessment of remaining spatial structure in residuals.

Usage

tulpa_variogram(
  object,
  coords,
  n_bins = 15L,
  max_dist = NULL,
  resid_type = "pearson"
)

Arguments

object

A fitted model, or a numeric vector of residuals

coords

N x 2 coordinate matrix (required)

n_bins

Number of distance bins (default 15)

max_dist

Maximum distance (default: half the maximum pairwise distance)

resid_type

Residual type if extracting from model (default "pearson")

Value

A tulpa_variogram data.frame with columns dist, gamma, n_pairs